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  • Salon, Data  (51)
  • Vaccaro, Guy  (42)
  • Ford, Neal  (33)
  • Electronic videos ; local  (126)
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  • 1
    Online Resource
    Online Resource
    [Erscheinungsort nicht ermittelbar] : O'Reilly Media, Inc. | Boston, MA : Safari
    Language: English
    Pages: 1 online resource (1 video file, approximately 57 min.)
    Edition: 1st edition
    Keywords: Electronic videos ; local
    Abstract: Join us for a special conversation on software architecture with Neal Ford and Sarah Wells, covering the fascinating aspects of the discipline, interesting convergence areas, and insights on how to approach the most challenging aspects of building and managing evolving architectural needs. This is your chance to ask Neal and Sarah anything you want about architecture or their own career journeys. They’ll spend a few minutes covering the trends in microservices that are influencing architecture right now, then tell you what you need to know to stay ahead of the curve. What you'll learn-and how you can apply it Explore the uses of a microservices architecture What’s coming next with software architecture This training course is for you because... You want the chance to ask Neal Ford and Sarah Wells your questions around working long-term with a microservices architecture. You’re looking for ways to use microservices to support your businesses goals. You want to become well-versed in the foundations and best practices of microservices. Prerequisites: Come with your questions for Neal Ford and Sarah Wells Have a pen and paper handy to capture notes, insights, and inspiration Recommended follow-up: Read Fundamentals of Software Architecture Read Building Microservice, 2E Read Building Event-Driven Microservices
    Note: Online resource; Title from title screen (viewed March 9, 2021) , Mode of access: World Wide Web.
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  • 2
    Language: English
    Pages: 1 online resource (1 video file, approximately 3 hr., 29 min.)
    Edition: 1st edition
    Keywords: Electronic videos ; local
    Abstract: With an eye to the future, many organizations have made the move to microservices as a means of decomposing monolithic legacy systems. But what does this move mean for delivering data? Join us to discover how understanding the intersection of software architecture and data can help you achieve new levels of velocity, agility, reliability, and efficiency. If you’re looking for ways to manage data as a software architect or developer, these sessions will help you learn what’s involved so you can chart a course toward a successful solution. About the Software Architecture Superstream Series: This six-part series of half-day online events focuses on the hottest topics in software architecture, giving you the insights to keep pace with what’s next while still accommodating legacy needs. Both seasoned software architects and those looking to break into the field will learn new skills and the latest information on the tools and technologies they need to succeed. What you'll learn-and how you can apply it Explore the intersection of software architecture and data Understand how and when to decompose monolithic data Learn how to apply evolutionary practices to databases and how to apply database refactoring patterns to evolve the database design See what’s coming next with data mesh, the next-generation analytical data platform This Superstream is for you because... You’re a developer or architect who wants to understand the intersection of architecture and data. You’re currently looking for ways to deliver data to support your businesses goals. You want to become well-versed in the foundations and best practices of software architecture and data. Prerequisites: Come with your questions Have a pen and paper handy to capture notes, insights, and inspiration Recommended follow-up: Read Fundamentals of Software Architecture (book) Read Building Microservices , second edition (book) Read Building Evolutionary Architectures (book) Read Building Event-Driven Microservices (book) Take Software Architecture by Example (live online training course with Mark Richards and Neal Ford) Take Architecture: The Hard Parts (live online training course with Mark Richards and Neal Ford) Take Microservice Fundamentals (live online training course with Sam Newman)
    Note: Online resource; Title from title screen (viewed January 25, 2021) , Mode of access: World Wide Web.
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  • 3
    Online Resource
    Online Resource
    [Erscheinungsort nicht ermittelbar] : O'Reilly Media, Inc. | Boston, MA : Safari
    Language: English
    Pages: 1 online resource (1 video file, approximately 57 min.)
    Edition: 1st edition
    Keywords: Electronic videos ; local
    Abstract: Join us for a special conversation with Neal Ford and Mark Richards on software architecture, covering the fascinating aspects of the discipline, interesting convergence areas, and insights on how to approach the most challenging aspects of building and managing evolving architectural needs. This is your chance to ask Neal and Mark anything you want about architecture or their own career journeys. They’ll spend a few minutes covering the trends in data that are influencing architecture right now, then tell you what you need to know to stay ahead of the curve. What you'll learn-and how you can apply it Explore the intersection of software architecture and data What’s coming next with software architecture This training course is for you because... You want the chance to ask Neal Ford and Mark Richards your questions around the intersection of architecture and data. You’re currently looking for ways to deliver data to support your businesses goals. You want to become well-versed in the foundations and best practices of software architecture and data. Prerequisites: Come with your questions for Neal Ford and Mark Richards Have a pen and paper handy to capture notes, insights, and inspiration Recommended follow-up: Read Fundamentals of Software Architecture (book) Take Architecture: The Hard Parts (live online training course with Mark Richards and Neal Ford)
    Note: Online resource; Title from title screen (viewed March 9, 2021) , Mode of access: World Wide Web.
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  • 4
    Online Resource
    Online Resource
    [Erscheinungsort nicht ermittelbar] : O'Reilly Media, Inc. | Boston, MA : Safari
    Language: English
    Pages: 1 online resource (1 video file, approximately 58 min.)
    Edition: 1st edition
    Keywords: Electronic videos ; local
    Abstract: Join us for a special conversation on software architecture with Neal Ford and test.ai chief scientist Tariq King, covering the fascinating aspects of the discipline, interesting convergence areas, and insights on how to approach the most challenging aspects of building and managing evolving architectural needs. This is your chance to ask Neal and Tariq anything you want about architecture or their own career journeys. They’ll spend a few minutes covering the trends in artificial intelligence that are influencing architecture, then tell you what you need to know to stay ahead of the curve. What you'll learn-and how you can apply it Explore the uses of AI in your architecture What’s coming next with software architecture This training course is for you because... You want the chance to ask Neal Ford and Tariq King your questions around the synergy between architecture and AI. You want to better understand how AI will impact your business architecture. Prerequisites Come with your questions for Neal Ford and Tariq King Have a pen and paper handy to capture notes, insights, and inspiration Recommended follow-up: Read Fundamentals of Software Architecture (book) Read Grokking Artificial Intelligence Algorithms (book) Read Building Event-Driven Microservices (book) Attend Software Architecture Superstream Series: Software Architecture Fundamentals (APAC) —March 18, 2021 Attend Architecture: The Hard Parts (live online training course with Mark Richards and Neal Ford) Attend Artificial Intelligence: AI for Business (live online training course with Alex Castrounis)
    Note: Online resource; Title from title screen (viewed March 9, 2021) , Mode of access: World Wide Web.
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  • 5
    Language: English
    Pages: 1 online resource (1 video file, approximately 3 hr., 19 min.)
    Edition: 1st edition
    Keywords: Electronic videos ; local
    Abstract: There’s no single—or clearly defined—path to becoming a software architect. But these sessions will give you a solid grasp of the fundamentals, preparing you to implement the strategies that will help your organization increase performance, reduce costs, manage complexity, build in resilience and scalability, and speed time to market. Whether you're a senior-level developer who wants to make the move to architect or a practicing software architect who wants to hone your skills, these sessions provide the insight, advice, and essential knowledge you need to up your game. About the Software Architecture Superstream Series: This six-part series of half-day online events focuses on the hottest topics in software architecture, giving you the insights to keep pace with what’s next while still accommodating legacy needs. Both seasoned software architects and those looking to break into the field will learn new skills and the latest information on the tools and technologies they need to succeed. What you'll learn-and how you can apply it Learn how to identify and design architectural components Understand exactly what microservices are and the power they bring Explore techniques to analyze and select the right architecture patterns Discover ways to diagram and document an architectural solution Build better communication skills to champion architecture decisions to developers and stakeholders This Superstream is for you because... You're a senior-level developer who wants to make the move to architect. You're a practicing software architect who wants to learn new software architecture techniques and practices. You're considering adopting a microservice architecture. You're responsible for creating a software architecture for your company, and you want to learn the fundamentals. Prerequisites Have a pen and paper handy to capture notes, insights, and inspiration Recommended follow-up: Read Fundamentals of Software Architecture (book) Read Building Microservices , second edition (book) Read Building Evolutionary Architectures (book) Read Building Event-Driven Microservices (book)
    Note: Online resource; Title from title screen (viewed March 18, 2021) , Mode of access: World Wide Web.
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  • 6
    Language: English
    Pages: 1 online resource (1 video file, approximately 3 hr., 21 min.)
    Edition: 1st edition
    Keywords: Electronic videos ; local
    Abstract: Join us for four hours of sessions focusing on the tools that are most useful when moving to a microservice style architecture. You’ll learn how APIs, patterns, and Agile methods can lead to more successful migrations to microservices, ensuring you can make the move in a way that doesn’t disrupt your current business. About the Software Architecture Superstream Series: This six-part series of half-day online events focuses on the hottest topics in software architecture, giving you the insights to keep pace with what’s next while still accommodating legacy needs. Both seasoned software architects and those looking to break into the field will learn new skills and the latest information on the tools and technologies they need to succeed. What you'll learn-and how you can apply it Explore best practices for optimizing work for distributed systems Learn how to use the STAR method to migrate your infrastructure to a microservices platform—without interrupting your IT services Dive into the saga pattern, an approach for handling database transactions that span multiple requests Understand how to use Agile methods to implement your microservices Hear from a company that decided to ditch non-production environments—and discover whether this approach might work for you Recognize patterns for distributed systems, then use them to better understand and communicate distributed system design This Superstream is for you because... You're a senior-level developer who wants to make the move to architect. You're a practicing software architect who wants to hone your skills and learn new software architecture techniques and practices. You want to learn tips, techniques, and best practices for how to succeed with a microservices architecture. Prerequisites Have a pen and paper handy to capture notes, insights, and inspiration Recommended follow-up: Read Fundamentals of Software Architecture (book) Read Building Microservices , second edition (book) Read Building Evolutionary Architectures (book) Read Building Event-Driven Microservices (book)
    Note: Online resource; Title from title screen (viewed May 19, 2021) , Mode of access: World Wide Web.
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  • 7
    Online Resource
    Online Resource
    [Erscheinungsort nicht ermittelbar] : O'Reilly Media, Inc. | Boston, MA : Safari
    Language: English
    Pages: 1 online resource (1 video file, approximately 59 min.)
    Edition: 1st edition
    Keywords: Electronic videos ; local
    Abstract: Join us for a special conversation on incremental architecture with Neal Ford and software architect and Agile-transformation pro Allen Holub. They’ll explain why you should create an architecture incrementally as you work so that you can easily modify that architecture as new requirements emerge—and discuss how to do so. (The solution is to build around a domain-focused metaphor that allows for incremental changes while maintaining coherence throughout.) Neal and Allen will spend a few minutes covering the fundamentals of incremental architecture, then tell you what you need to know to stay ahead of the curve. What you’ll learn and how you can apply it Learn the benefits of incremental architecture Understand how to create your architecture incrementally See what’s coming next with software architecture This recording of a live event is for you because… You’re looking for ways to build an architecture that can evolve with the changing needs of your business. Recommended follow-up: Read Fundamentals of Software Architecture (book) Read Building Evolutionary Architectures (book) Read RESTful Web Microservices Cookbook (book) Explore Software Architecture Fundamentals Beyond the Basics (video course) Attend Software Architecture Superstream: Software Architecture Fundamentals—Comparing Architectural Styles (September 15) Take Architecture: The Hard Parts (live online training course with Mark Richards and Neal Ford)
    Note: Online resource; Title from title screen (viewed September 2, 2021) , Mode of access: World Wide Web.
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  • 8
    Online Resource
    Online Resource
    [Erscheinungsort nicht ermittelbar] : O'Reilly Media, Inc. | Boston, MA : Safari
    Language: English
    Pages: 1 online resource (1 video file, approximately 55 min.)
    Edition: 1st edition
    Keywords: Electronic videos ; local
    Abstract: Join us for a special conversation on software architecture with Neal Ford and security pro Aaron Bedra, covering the fascinating aspects of the discipline, interesting convergence areas, and insights on how to approach the most challenging aspects of building and managing evolving architectural needs. This is your chance to ask Neal and Aaron anything you want about architecture or their own career journeys. They’ll spend a few minutes covering the trends in security that are influencing architecture, then tell you what you need to know to stay ahead of the curve. What you'll learn-and how you can apply it Understand how to build a culture of security compliance See what’s coming next with software architecture This training course is for you because... You want the chance to ask Neal Ford and Aaron Bedra your questions around long-term cybersecurity and your architecture. You’re looking for ways to improve security to support your businesses goals. You want to learn about a holistic approach to security. Prerequisites Come with your questions for Neal Ford and Aaron Bedra Have a pen and paper handy to capture notes, insights, and inspiration Recommended follow-up: Read Fundamentals of Software Architecture (book) Read Building Microservices , second edition (book) Read Container Security (book) Read Practical Cloud Security (book) Attend the Software Architecture Superstream: Mastering Your Microservices Stack (May 19) Attend Architecture: The Hard Parts (live online training course with Mark Richards and Neal Ford) Watch Software Architecture Superstream Series: Domain-Driven Design and Event-Driven Microservices (recorded Superstream event, 3h 29m)
    Note: Online resource; Title from title screen (viewed April 1, 2021) , Mode of access: World Wide Web.
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  • 9
    Online Resource
    Online Resource
    [Erscheinungsort nicht ermittelbar] : O'Reilly Media, Inc. | Boston, MA : Safari
    Language: English
    Pages: 1 online resource (1 video file, approximately 1 hr., 50 min.)
    Edition: 1st edition
    Keywords: Electronic videos ; local
    Abstract: About Architectural Katas: What could be better than practicing software architecture with your handpicked dream team of architects? Participants in Architectural Katas, moderated by Neal Ford, work together virtually in small groups of their choosing to solve a challenge an actual organization is facing. Everyone gets the chance to practice their craft with a real software architecture problem in a safe and social environment, and the finalists and winners earn well-deserved bragging rights (not to mention an intriguing line on their résumé). Plus a selected organization working for social good will have some of its gnarliest software architecture problems solved. What you'll learn-and how you can apply it Identify and design architectural components Explore techniques to analyze and select the right architecture patterns Learn how to diagram and document an architectural solution Develop better communication skills to champion architecture decisions to developers and stakeholders This training course is for you because... You're a senior-level developer who wants to make the move to architect. You're a practicing software architect who wants to hone your skills and learn new software architecture techniques and practices. You're responsible for creating a software architecture for your company, and you want to practice with a real-world challenge. Prerequisites Have a pen and paper handy to capture notes, insights, and inspiration Recommended follow-up: Read Fundamentals of Software Architecture (book) Read Building Microservices , second edition (book) Read Building Evolutionary Architectures (book) Read Building Event-Driven Microservices (book)
    Note: Online resource; Title from title screen (viewed April 21, 2021) , Mode of access: World Wide Web.
    Library Location Call Number Volume/Issue/Year Availability
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  • 10
    Online Resource
    Online Resource
    [Erscheinungsort nicht ermittelbar] : O'Reilly Media, Inc. | Boston, MA : Safari
    Language: English
    Pages: 1 online resource (1 video file, approximately 58 min.)
    Edition: 1st edition
    Keywords: Electronic videos ; local
    Abstract: Join us for a special conversation with Neal Ford and his guest, Mark Richards, where they will go deep into the difference between patterns and styles, how understanding styles will help you to make effective architecture decisions, and how to evaluate the trade-offs for different styles. What you'll learn-and how you can apply it What’s coming next with Software Architecture This training course is for you because... You are interested in how architecture styles will impact your business architecture Prerequisites Read Fundamentals of Software Architecture Read Software Systems Architecture: Working with Stakeholders Using Viewpoints and Perspectives , 2E Chapter 11: Using Styles and Patterns View Software Architecture Fundamentals , Second Edition
    Note: Online resource; Title from title screen (viewed May 6, 2021) , Mode of access: World Wide Web.
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  • 11
    Language: English
    Pages: 1 online resource (1 video file, approximately 3 hr., 25 min.)
    Edition: 1st edition
    Keywords: Electronic videos ; local
    Abstract: Developers and architects like to solve technical problems, not people problems. However, as Gerald Weinberg was famous for saying, “No matter what they tell you, it’s always a people problem.” Exceptional interpersonal skills—teamwork, facilitation, and leadership among them—are at least half of what it takes to become an effective software architect (regardless of the actual role or title an architect may have). But attaining the skills that will ensure you can communicate clearly and get stakeholder buy-in can be a difficult proposition. Join us for this Superstream event to learn more about these essential skills, understand why they’re so critical, and see how you can start putting them into practice. What you’ll learn and how you can apply it Explore techniques to analyze and select the right architecture patterns Discover ways to diagram and document an architectural solution Learn better communication skills to champion architecture decisions to developers and stakeholders This course is for you because… You're a senior-level developer who wants to make the move to architect. You're a practicing software architect who wants to hone your skills and learn new software architecture techniques and practices. You want to learn more about how to succeed as a software architect by developing your leadership and negotiation skills. Recommended follow-up: Read The Software Architect Elevator (book) Read Dynamic Reteaming , second edition (book) Read Microservices Patterns (book) Take Mastering Technical Presentations by Example (live online training course with Neal Ford) Read Fundamentals of Software Architecture (book) Read Building Microservices , second edition (book) Read Building Evolutionary Architectures (book) Read Building Event-Driven Microservices (book) Take Software Architecture by Example (live online training course with Mark Richards and Neal Ford) Take Architecture: The Hard Parts (live online training course with Mark Richards and Neal Ford) Take Microservice Fundamentals (live online training course with Sam Newman)
    Note: Online resource; Title from title screen (viewed July 14, 2021) , Mode of access: World Wide Web.
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  • 12
    Online Resource
    Online Resource
    [Erscheinungsort nicht ermittelbar] : O'Reilly Media, Inc. | Boston, MA : Safari
    Language: English
    Pages: 1 online resource (1 video file, approximately 59 min.)
    Edition: 1st edition
    Keywords: Electronic videos ; local
    Abstract: Join us for a special conversation with Neal Ford and his guest, Vanya Seth, where they will talk about their experience of building enterprise event driven systems and elaborate on the fallacies of building and adopting such systems. Learn how they have successfully moved large enterprise systems to distributed architecture styles and what hurdles they faced along the way. What You Will Learn: What’s coming next with Software Architecture This event is for you if… You want the chance to ask Neal Ford and Vanya Seth your questions about working with Distributed Systems You are currently looking for how to move your current architecture to a distributed architecture and want to learn more about the challenges and advantages Recommended follow up Read Fundamentals of Software Architecture (book) Read Concurrency and Scalability for Distributed Systems (early release book) Read Designing Distributed Systems (book) View Software Architecture Fundamentals Beyond the Basics (video) Attend Software Architecture Superstream Series: Software Architecture Fundamentals 2021 Attend Architecture: The Hard Parts (live online training)
    Note: Online resource; Title from title screen (viewed July 8, 2021) , Mode of access: World Wide Web.
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  • 13
    Online Resource
    Online Resource
    [Erscheinungsort nicht ermittelbar] : O'Reilly Media, Inc. | Boston, MA : Safari
    Language: English
    Pages: 1 online resource (1 video file, approximately 58 min.)
    Edition: 1st edition
    Keywords: Electronic videos ; local
    Abstract: Join us for a special conversation on architectural decision-making with Neal Ford and software development pro Michael Nygard. They’ll introduce key concepts including architectural decisions (ADs), architecturally significant requirements (ASRs), and architectural decision records (ADRs) and explain how they’re all a part of architectural knowledge management (AKM). Take an hour to discover how keeping a record of significant decisions will help everyone who interacts with your architecture. What you’ll learn and how you can apply it Understand the benefits of keeping a record of significant architecture decisions Learn how to employ architectural knowledge management techniques See what’s coming next with software architecture This course is for you because… You have questions about documenting architecture decisions. You want to understand how architectural decision records will impact your business architecture. Recommended follow-up: Read Fundamentals of Software Architecture (book) Explore Software Architecture Fundamentals Beyond the Basics (video course) Attend Software Architecture Superstream Series: Soft Skills Are the Hardest Part (July 14) Take Architecture: The Hard Parts (live online training course with Mark Richards and Neal Ford)
    Note: Online resource; Title from title screen (viewed June 16, 2021) , Mode of access: World Wide Web.
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  • 14
    Online Resource
    Online Resource
    [Erscheinungsort nicht ermittelbar] : O'Reilly Media, Inc. | Boston, MA : Safari
    Language: English
    Pages: 1 online resource (1 video file, approximately 59 min.)
    Edition: 1st edition
    Keywords: Electronic videos ; local
    Abstract: Join us for a special conversation with Neal Ford and his guest, Birgitta Boeckler, where they talk about Architectural Governance and how governance is a key part of a successful architect’s job. Governance defines the technical rules and standards within an organization about every aspect of technology, particularly software development. Learn how to define and enforce governance rules. What You Will Learn: What’s coming next with Software Architecture Recommended follow up Read Fundamentals of Software Architecture (book) View Software Architecture Fundamentals Beyond the Basics (video) Attend Software Architecture Superstream Series: Software Architecture Fundamentals 2021 Attend Architecture: The Hard Parts (live online training) Attend Automating Architectural Governance: Agile Engineering in Architecture (live online training)
    Note: Online resource; Title from title screen (viewed August 5, 2021) , Mode of access: World Wide Web.
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  • 15
    Online Resource
    Online Resource
    [Erscheinungsort nicht ermittelbar] : O'Reilly Media, Inc. | Boston, MA : Safari
    Language: English
    Pages: 1 online resource (1 video file, approximately 5 hr., 25 min.)
    Edition: 1st edition
    Keywords: Electronic videos ; local
    Abstract: About Architectural Katas : What could be better than practicing software architecture with your handpicked dream team of architects? Participants in Architectural Katas, moderated by Neal Ford, work together virtually in small groups of their choosing to solve a challenge an actual organization is facing. Everyone gets the chance to practice their craft with a real software architecture problem in a safe and social environment, and the finalists and winners earn well-deserved bragging rights (not to mention an intriguing line on their résumé). Plus a selected organization working for social good will have some of its gnarliest software architecture problems solved. How it works : You put together a first-rate team of three to five people, ready to tackle an architecture challenge. We’ll share the architecture problem with you at the kickoff on October 20. Then your team will have to solve it, working virtually in whatever way is best for you (video calls, group chat, shared docs, etc.). Teams will submit their solutions by November 3 and reconvene at the semifinals on November 17 to find out which will move on to the finals on December 3. At the finals, one member of each team will present their solutions to the judges and a winner will be announced. Registration opens October 20 following the first event; the first 100 teams to sign up will be selected to participate . Not ready to compete but want to be part of the action? Register for the event and join us to see how Architectural Katas work, cast your vote for the winning team, and learn how to successfully present architecture plans to stakeholders. Series schedule: Event 1: Kickoff - October 20, 2020 Meet the judges, hear all the details on how Architectural Katas work, learn more about the software architecture problem you’ll be solving, and get the chance to ask Neal any questions you may have. New Materials: Transcript Event 2: Semifinals and Architectural Presentation - November 17, 2020 Get a master class on presentation skills and learn how to successfully showcase software architecture plans to developers and stakeholders (and judges). You’ll also find out the top five teams that will present in the final event. Event 3: Finals - December 3, 2020 The top five teams present their plans with Q&A, judges provide feedback, attendees vote for their favorite, and judges announce the winner. With today’s registration, you’ll be automatically signed up for all events in the Architectura...
    Note: Online resource; Title from title screen (viewed December 18, 2020) , Mode of access: World Wide Web.
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  • 16
    Online Resource
    Online Resource
    [Erscheinungsort nicht ermittelbar] : Data Science Salon | Boston, MA : Safari
    Language: English
    Pages: 1 online resource (1 video file, approximately 35 min.)
    Edition: 1st edition
    Keywords: Electronic videos ; local
    Abstract: Presented by Fatih Akici - Manager, Risk Analytics and Data Science at Populus Financial Group As intelligent systems deepen their footprints in our daily lives, algorithmic bias becomes a more prominent problem in today's world. The position of executives and data science leaders to this issue is generally reactive, in that, companies solely respond to the requirements coming from regulatory agencies. In this presentation, I am going to argue why the leaders should be proactive in identifying biases and how they will benefit from fixing them. I will demonstrate my point on an applied example.
    Note: Online resource; Title from title screen (viewed March 24, 2020) , Mode of access: World Wide Web.
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  • 17
    Online Resource
    Online Resource
    [Erscheinungsort nicht ermittelbar] : Data Science Salon | Boston, MA : Safari
    Language: English
    Pages: 1 online resource (1 video file, approximately 31 min.)
    Edition: 1st edition
    Keywords: Electronic videos ; local
    Abstract: Presented by Stanislaw Schmal Combining IoT and sensor analytics opens a new world of operations and maintenance efficiency. A real-world demonstrator of audio analytics and customized IoT device will be shown and its business application to condition based maintenance will be discussed in this session.
    Note: Online resource; Title from title screen (viewed March 24, 2020) , Mode of access: World Wide Web.
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  • 18
    Online Resource
    Online Resource
    [Erscheinungsort nicht ermittelbar] : Data Science Salon | Boston, MA : Safari
    Language: English
    Pages: 1 online resource (1 video file, approximately 18 min.)
    Edition: 1st edition
    Keywords: Electronic videos ; local
    Abstract: Presented by Alex Schwarm – VP/Head of Data Science at Dun & Bradstreet For many teams, the most challenging step in delivering useful results, is less about the modeling techniques and methods and more about having access to the right data with the appropriate data coverage of the domain of interest. In this talk, we will describe two specific use cases where data pays a crucial role: one around identifying supply chain risks and one related to prospect targeting. For the supply chain risk use case, we will describe how access to unique data assets reveals the impact of the Coronavirus on supply chains and how this impacts global businesses. We will also describe how some companies are offering data scientists the ability to access data to determine which data assets best solve their business analytics and modeling needs, with a particular focus on prospect targeting.
    Note: Online resource; Title from title screen (viewed March 24, 2020) , Mode of access: World Wide Web.
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  • 19
    Online Resource
    Online Resource
    [Erscheinungsort nicht ermittelbar] : Data Science Salon | Boston, MA : Safari
    Language: English
    Pages: 1 online resource (1 video file, approximately 24 min.)
    Edition: 1st edition
    Keywords: Electronic videos ; local
    Abstract: Presented by Paul Barrett - Managing Director, Accenture Applied Intelligence Personalization drives more relevant conversations with advertisers and audiences. The key to personalization is data, algorithms and offers. Algorithms feed off data. The data environment is becoming more competitive and more regulated. AI at scale makes it possible to utilize internal and external data sources that were previously too complicated, too expensive or too big. The Dark Data sources can now be utilized to: • Enhance sales leads to drive better propensity scoring, better targeting and drive better sales interactions • Create a deeper understanding of audiences to create more relevant microsegments for better targeting, messaging and greater engagement. Companies that can master AI at scale can create Real-time Analytical Pipelines turning data science into Ai Enhanced customer interactions. Growing sales, Engagement and other key metrics. This talk will cover how companies are leveraging Dark Data and Ai pipelines to transform analytics into Ai enhanced interactions.
    Note: Online resource; Title from title screen (viewed March 24, 2020) , Mode of access: World Wide Web.
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  • 20
    Online Resource
    Online Resource
    [Erscheinungsort nicht ermittelbar] : Data Science Salon | Boston, MA : Safari
    Language: English
    Pages: 1 online resource (1 video file, approximately 21 min.)
    Edition: 1st edition
    Keywords: Electronic videos ; local
    Abstract: Seemit Sheth – Head of Data Science at Capital One Micah Price – Principal Associate Data Scientist at Capital One Capital One is one of the pioneers of ‘Information based strategy’ which is essentially what we call today as data science. The world of data science in banking has evolved over time and now data science powers strategies in many diverse areas of a bank, aided by cutting-edge technologies. In this talk, we will go over a glimpse of its past, present and how it is changing banking for good as we move toward the future. In particular, we will also explore how cutting-edge algorithms and technologies are improving customer experiences.
    Note: Online resource; Title from title screen (viewed March 24, 2020) , Mode of access: World Wide Web.
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  • 21
    Online Resource
    Online Resource
    [Erscheinungsort nicht ermittelbar] : Data Science Salon | Boston, MA : Safari
    Language: English
    Pages: 1 online resource (1 video file, approximately 31 min.)
    Edition: 1st edition
    Keywords: Electronic videos ; local
    Abstract: Presented by Priscilla Boyd – Senior Manager, Data Analytics at Siemens Mobility This presentation discusses how AI, machine learning and data publicly available is playing a role in smart cities, walking through applications developed using ML to solve practical transportation for smart cities globally.
    Note: Online resource; Title from title screen (viewed March 24, 2020) , Mode of access: World Wide Web.
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    [Erscheinungsort nicht ermittelbar] : Data Science Salon | Boston, MA : Safari
    Language: English
    Pages: 1 online resource (1 video file, approximately 22 min.)
    Edition: 1st edition
    Keywords: Electronic videos ; local
    Abstract: Presented by Moody Hadi – Group Manager – Financial Engineering at S&P Global Market Intelligence Counterparty financial statements, particularly for small and medium enterprises can be difficult to handle. Financial analysts need to be able to distill out relevant line items in order to calculate their credit exposure to a counterparty for lending purposes. The solution solves a labor intensive, expert driven inefficient process and frees up the analysts to focus on their high value add operations. This involves combining Optical Character Recognition using pre-trained language neural networks, with context sensitive semantic matching. We will go over the developed ML pipleline and architecture.
    Note: Online resource; Title from title screen (viewed March 24, 2020) , Mode of access: World Wide Web.
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    [Erscheinungsort nicht ermittelbar] : Data Science Salon | Boston, MA : Safari
    Language: English
    Pages: 1 online resource (1 video file, approximately 36 min.)
    Edition: 1st edition
    Keywords: Electronic videos ; local
    Abstract: Presented by Amy Daali - Chair at IEEE Engineering in Medicine & Biology Society With recent advancements in artificial intelligence, the healthcare industry is primed to benefit significantly from Machine Learning and Deep Learning technologies. This talk will answer the burning question on who is going to fight for AI in healthcare? New concepts such as “DIY healthcare” will be explored. We will discuss key important players who are going to lead the battle and drive AI adoption in 2020. Together, we will navigate the current Health Technology Landscape and uncover the different challenges that are preventing the implementation of AI. We will conclude the talk by exploring how we can improve collaboration between the Data Science and Medical community to speed up AI adoption in healthcare.
    Note: Online resource; Title from title screen (viewed March 24, 2020) , Mode of access: World Wide Web.
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    [Erscheinungsort nicht ermittelbar] : Data Science Salon | Boston, MA : Safari
    Language: English
    Pages: 1 online resource (1 video file, approximately 31 min.)
    Edition: 1st edition
    Keywords: Electronic videos ; local
    Abstract: Presented by Kelsey Redman – AVP, Data Science at Comerica Bank Purchasing 3rd party data on individuals can give great insights on customers, but first we have to know which individuals from that outside data source are actually customers and which are just prospects. Without a unique identifier like SSN or Driver’s License number from the 3rd party data, we have to use a combination of name, address, and demographic information to identify the matching customer. Between nicknames, misspelled names and addresses, and family members with similar names all at one address, this quickly becomes a difficult task involving heavy data cleanup and an increasingly complicated series of rules. In this presentation, we demonstrate some techniques to help resolve these entities across data sources by employing the use of supervised classification machine learning techniques to quantify and predict entity “likeness.” We showcase some of the challenges we faced with exploring other entity resolution methods, with manually labeling a comprehensive training set, and how this approach might extend to solve other data issues.
    Note: Online resource; Title from title screen (viewed March 24, 2020) , Mode of access: World Wide Web.
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    [Erscheinungsort nicht ermittelbar] : Data Science Salon | Boston, MA : Safari
    Language: English
    Pages: 1 online resource (1 video file, approximately 27 min.)
    Edition: 1st edition
    Keywords: Electronic videos ; local
    Abstract: Presented by Raktim Saha – Director, Digital Insights, CGI The focus of this talk is to showcase how Machine learning and AI is leveraged to radically outperform traditional loan-underwriting acceptance process for one of the largest lenders in US by utilizing a broader set of market, demographic, and various events data. Implementing an automated data-driven process in a large Enterprise and especially in a highly regulated industry has its own challenge spanning from data collection to accuracy of insights, and finally streamline the overall process. The speaker will cover the business, data, and technical aspects of this implementation.
    Note: Online resource; Title from title screen (viewed March 24, 2020) , Mode of access: World Wide Web.
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  • 26
    Language: English
    Pages: 1 online resource (1 video file, approximately 3 hr., 29 min.)
    Edition: 1st edition
    Keywords: Electronic videos ; local
    Abstract: Domain-driven design and event-driven architecture are inherently flexible and scalable, allowing organizations to build systems based on actual usage and needs. Whether you’re examining viability of these concepts or trying to make the most of an ongoing implementation, these sessions offer expert guidance on maximizing their value to your organization. What you'll learn-and how you can apply it Understand how to get started with domain-driven design (DDD) and event-driven architecture Discover real-world challenges you’ll face when working with domain-driven design—and potential solutions Explore useful techniques, common challenges you’ll face, and considerations when publishing your first event Learn how to refactor a non-DDD SOA-based system using DDD approaches such as CQRS and event sourcing This Superstream is for you because... You're a developer who wants to make the move to architect You're a practicing software architect who wants to hone your skills and learn new techniques and practices You're considering adopting domain-driven design or event-driven architecture You're responsible for creating software architecture and want to understand how domain-driven design and event-driven architecture can benefit your organization Prerequisites: Come with your questions Have a pen and paper handy to capture notes, insights, and inspiration Recommended Follow-up: Take Domain-Driven Design: First Steps (live online training course with Andrew Harmel-Law) Take Domain-Driven Design for Monoliths (live online training course with Vladik Khononov) Take Software Architecture Foundations: Characteristics and Tradeoffs (live online training course with Neal Ford) Read What Is Domain-Driven Design? (report) Read Fundamentals of Software Architecture (book) Follow and explore Software Architecture Fundamentals Superstream (playlist)
    Note: Online resource; Title from title screen (viewed November 12, 2020) , Mode of access: World Wide Web.
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    [Erscheinungsort nicht ermittelbar] : O'Reilly Media, Inc. | Boston, MA : Safari
    Language: English
    Pages: 1 online resource (1 video file, approximately 1 hr., 1 min.)
    Edition: 1st edition
    Keywords: Electronic videos ; local
    Abstract: The software ecosystem changes chaotically: one small change causes another; when repeated hundreds of times, it generates a new ecosystem. In fact we must question fundamental axioms on a regular basis, in light of improved engineering practices, operational ecosystems, software development processes—everything that makes up the messy, dynamic equilibrium where architects and developers work each day. Careful observers of software architecture over time have witnessed a slow evolution of capabilities. From the engineer practices of extreme programming to continuous delivery, the DevOps revolution, microservices, containerization, and now cloud-based resources, all of these innovations have led to new capabilities and trade-offs. Expert Neal Ford looks at software architecture in a modern light, taking into account all the innovations from the last decade, along with some new metrics and measures suited to the new structures and perspectives now available. Recorded on February 19, 2020. See the original event page for resources for further learning or watch recordings of other past events . O'Reilly Meet the Expert explores emerging business and technology topics and ideas through a series of one-hour interactive events. You’ll engage in a live conversation with experts, sharing your questions and ideas while hearing their unique perspectives, insights, fears, and predictions.
    Note: Online resource; Title from title screen (viewed April 9, 2020) , Mode of access: World Wide Web.
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    [Erscheinungsort nicht ermittelbar] : Data Science Salon | Boston, MA : Safari
    Language: English
    Pages: 1 online resource (1 video file, approximately 24 min.)
    Edition: 1st edition
    Keywords: Electronic videos ; local
    Abstract: Presented by Michael Zelenetz – Analytics Project Leader at New York-Presbyterian Hospital Forecasting is widely used in a number of business, but can it be used to optimize operations in an emergency department? This talk will walk through the development of a forecasting model to predict future arrivals to the emergency department. We will review the fundamentals of forecasting, discuss feature engineering, and how to get your first forecast off the ground.
    Note: Online resource; Title from title screen (viewed March 24, 2020) , Mode of access: World Wide Web.
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    [Erscheinungsort nicht ermittelbar] : Data Science Salon | Boston, MA : Safari
    Language: English
    Pages: 1 online resource (1 video file, approximately 23 min.)
    Edition: 1st edition
    Keywords: Electronic videos ; local
    Abstract: Presented by Boryana Manz – Manager, Data Science at Capital One Model monitoring can make or break how models empower and deliver business value. This talk will highlight the key components for the proactive design of integrated and flexible model monitoring. It will include best practices for making the process seamless, flexible and actionable.
    Note: Online resource; Title from title screen (viewed March 24, 2020) , Mode of access: World Wide Web.
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    Language: English
    Pages: 1 online resource (1 video file, approximately 2 hr., 55 min.)
    Edition: 1st edition
    Keywords: Electronic videos ; local
    Abstract: This three-part series of half-day online events, hosted by chair Neal Ford, focuses on the hottest topics in software architecture—including microservices, essential architecture principles, and event-driven architecture and domain-driven design—giving you the insights to keep pace with what’s next while still accommodating legacy needs. Both seasoned software architects and those looking to break into the field will learn new skills and the latest information on the tools and technologies they need to succeed. This is part 2 of the series, Microservices, where you will meet instructors Kelsey Hightower, Indu Alagarsamy, Rebecca Parsons, Sofia Tania, and Gwen Shapira.
    Note: Online resource; Title from title screen (viewed September 23, 2020) , Mode of access: World Wide Web.
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    [Erscheinungsort nicht ermittelbar] : Data Science Salon | Boston, MA : Safari
    Language: English
    Pages: 1 online resource (1 video file, approximately 30 min.)
    Edition: 1st edition
    Keywords: Electronic videos ; local
    Abstract: Presented by Dhivya Rajprasad, Data Scientist at Levi Strauss & Co Levi Strauss and Co has always been at the helm of innovation with their classic denims and seasonal takes on the future of denim . We would like to enable users who visit our website, receive our emails and visit our stores to have the most personalized experience with easier product discovery. To enable this, I have built recommendation systems based on live and past user behavior and with minimal infrastructure. The talk features two main areas: 1. How to work with minimal data, implicit feedback and business to build recommender systems that satisfy users needs while keeping in mind overarching business KPIs 2. How to use real stream of events and past indications to give a completely personalized experience that can keep updating based on user interaction with minimal architectural requirements.
    Note: Online resource; Title from title screen (viewed March 24, 2020) , Mode of access: World Wide Web.
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    Language: English
    Pages: 1 online resource (1 video file, approximately 21 min.)
    Edition: 1st edition
    Keywords: Electronic videos ; local
    Abstract: Presented by Jesse Barbour – Chief Data Scientist at Q2ebanking Due to the specialized and sophisticated nature of many commercially focused financial products offered by banks and fintechs, building recommender systems around those products is especially difficult. Taking inspiration from the field of neural language modeling, we will discuss an application of learning node embeddings on a large-scale financial transaction graph in order to solve this problem.
    Note: Online resource; Title from title screen (viewed March 24, 2020) , Mode of access: World Wide Web.
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    [Erscheinungsort nicht ermittelbar] : O'Reilly Media, Inc. | Boston, MA : Safari
    Language: English
    Pages: 1 online resource (1 video file, approximately 1 hr., 1 min.)
    Edition: 1st edition
    Keywords: Electronic videos ; local
    Abstract: The journey from developer to software architect is a difficult one. Join us for this edition of Meet the Expert with Mark Richards and Neal Ford, experienced hands-on software architects and coauthors of Fundamentals of Software Architecture , to learn key tips, techniques, and resources to help you along the way. Recorded on July 6, 2020. See the original event page for resources for further learning or watch recordings of past events . O'Reilly Meet the Expert explores emerging business and technology topics and ideas through a series of one-hour interactive events. You'll engage in a live conversation with experts, sharing your questions and ideas while hearing their unique perspectives, insights, fears, and predictions.
    Note: Online resource; Title from title screen (viewed July 7, 2020) , Mode of access: World Wide Web.
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    Language: English
    Pages: 1 online resource (1 video file, approximately 3 hr., 34 min.)
    Edition: 1st edition
    Keywords: Electronic videos ; local
    Abstract: This three-part series of half-day online events, hosted by chair Neal Ford, focuses on the hottest topics in software architecture-including microservices, essential architecture principles, and event-driven architecture and domain-driven design-giving you the insights to keep pace with what's next while still accommodating legacy needs. Both seasoned software architects and those looking to break into the field will learn new skills and the latest information on the tools and technologies they need to succeed. In Part 1, Software Architecture Fundamentals, the sessions give you a solid grasp of the fundamentals, preparing you to implement the strategies that will help your organization increase performance, reduce costs, manage complexity, build in resilience and scalability, and speed time to market. The four sessions from Rebecca Parsons, Nathaniel Schutta, Mark Richards and Sam Newman provide insight, advice, and essential knowledge you need to transition from developer to architect. About the presenters: Neal Ford is a director, software architect, and meme wrangler at ThoughtWorks, a software company and a community of passionate, purpose-led individuals who think disruptively to deliver technology to address the toughest challenges, all while seeking to revolutionize the IT industry and create positive social change. He's an internationally recognized expert on software development and delivery, especially in the intersection of Agile engineering techniques and software architecture. Neal has authored seven books (and counting), a number of magazine articles, and dozens of video presentations and spoken at hundreds of developers conferences worldwide. His topics include software architecture, continuous delivery, functional programming, cutting-edge software innovations, and a business-focused book and video on improving technical presentations. Check out his website, Nealford.com. Rebecca Parsons is CTO at ThoughtWorks. Rebecca has more than 30 years' experience leading the creation of large-scale distributed, services-based applications and the integration of disparate systems. Previously, she was an assistant professor of computer science at the University of Central Florida and a director's postdoctoral fellow at the Los Alamos National Laboratory. Rebecca's interests include parallel and distributed computation, programming languages, domain-specific languages, evolutionary architecture, genetic algorithms, and computational scien...
    Note: Online resource; Title from title screen (viewed June 18, 2020) , Mode of access: World Wide Web.
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    [Erscheinungsort nicht ermittelbar] : Data Science Salon | Boston, MA : Safari
    Language: English
    Pages: 1 online resource (1 video file, approximately 21 min.)
    Edition: 1st edition
    Keywords: Electronic videos ; local
    Abstract: Presented by Charles Alcorn – Head of Data Science at Roche Molecular Systems Oncology diagnostics and treatment is a rapidly changing field of medicine with new advancements announced almost daily. The number of diagnostic tests to select treatments based on a patient’s unique genetic mutations and tumor pathology characteristics has grown, as have the number of therapies available. These therapies can be matched to a patient’s likelihood to respond to treatment based on the results from diagnostic tests. Estimates indicate that Oncologists would have to read the literature continuously around the clock 365 days a year to maintain their knowledge of new diagnostic tests and treatments. Further, diagnostic testing and treatment as well as associated treatment guidelines vary by patient population and country. This talk will describe medical content management concepts for the field of Oncology including data architecture, data curation, adopting to differing-and-ever-changing treatment guidelines, capture of up-to-date regulatory information, and country-specific examples. The roadmap that we are developing to support Clinical Decision Support Software in a Global Marketplace for our products and services will be described.
    Note: Online resource; Title from title screen (viewed September 10, 2019) , Mode of access: World Wide Web.
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    [Erscheinungsort nicht ermittelbar] : Data Science Salon | Boston, MA : Safari
    Language: English
    Pages: 1 online resource (1 video file, approximately 30 min.)
    Edition: 1st edition
    Keywords: Electronic videos ; local
    Abstract: Presented by Anusua Trivedi, Sr Data Scientist Lead, AI for Good at Microsoft AI serves the purpose of enabling human beings in making better decisions. In this session, we talk about how the actions of AI are the result of the human inputs going into its programming. We talk about how an AI’s bias is not its own, but the human bias with which it has been programmed. We emphasize the choice of the right metric and the type of data used for testing and training to avoid such bias. We discuss the need to understand the dependence between the data used and the models employed and optimize only areas that matter. We discuss how to focus on feature engineering and be thoughtful about the ethics of ML applications. Other issues such as the need for regulations and other considerations within it that require deliberation are also touched upon.
    Note: Online resource; Title from title screen (viewed September 10, 2019) , Mode of access: World Wide Web.
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    [Erscheinungsort nicht ermittelbar] : Data Science Salon | Boston, MA : Safari
    Language: English
    Pages: 1 online resource (1 video file, approximately 30 min.)
    Edition: 1st edition
    Keywords: Electronic videos ; local
    Abstract: Presented by Manojit Nand – Senior Data Scientist at JPMorgan Chase & Co. Understanding how algorithms can reinforce societal biases has become an important topic in data science. Recent work for auditing models for fairness often requires access to potentially sensitive demographic information, placing algorithmic fairness in conflict with individual privacy. For example, gender recognition technology struggles to recognize the gender of transgender individuals. To develop more accurate models, we require information that could “out” these individuals, putting their social, psychological, and physical safety at risk. We will discuss social science perspectives on privacy and how these paradigms can be incorporated into statistical measures of anonymity. I will emphasize the importance of ensuring safety and privacy of all individuals represented in our data, even at the cost of model fairness.
    Note: Online resource; Title from title screen (viewed September 10, 2019) , Mode of access: World Wide Web.
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    [Erscheinungsort nicht ermittelbar] : Data Science Salon | Boston, MA : Safari
    Language: English
    Pages: 1 online resource (1 video file, approximately 20 min.)
    Edition: 1st edition
    Keywords: Electronic videos ; local
    Abstract: Presented by Diane Leung, Principal, Analytics Innovation at Altman Vilandrie & Company Measuring and optimizing tune-in is critically important for the media and entertainment industries. This discussion focuses on best practices for utilizing data and machine learning to optimize tune-in on national linear inventory. In order to do this properly, advertisers need to unify their marketing ecosystem, design a holistic measurement approach, and break down barriers for closed-loop, incremental measurement. In this session you will learn how to: 1) Create a framework for utilizing data and machine learning to maximize tune-in and 2) Overcome analytical obstacles created from fragmented and incomplete data.
    Note: Online resource; Title from title screen (viewed September 10, 2019) , Mode of access: World Wide Web.
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  • 39
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    [Erscheinungsort nicht ermittelbar] : Data Science Salon | Boston, MA : Safari
    Language: English
    Pages: 1 online resource (1 video file, approximately 32 min.)
    Edition: 1st edition
    Keywords: Electronic videos ; local
    Abstract: Presented by Sridharan Kamalakannan, Head of Data Science at Humana Predictive models are often used to identify individuals that will likely have escalating health severity in the future and accordingly deliver appropriate interventions. However, for the clinicians and care managers, these predictive models often act as a black-box at an individual level. The reason for this being, typically predictive models use combinations of complicated algorithms that makes it hard to explain the reason behind a predictive model score at an individual level. This talk will focus on model and feature agnostic methodologies and techniques that help uncover the drivers behind a prediction at a personal level in a healthcare setting.
    Note: Online resource; Title from title screen (viewed February 21, 2019) , Mode of access: World Wide Web.
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  • 40
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    [Erscheinungsort nicht ermittelbar] : Data Science Salon | Boston, MA : Safari
    Language: English
    Pages: 1 online resource (1 video file, approximately 27 min.)
    Edition: 1st edition
    Keywords: Electronic videos ; local
    Abstract: Presented by Dalela Bharati – Product Owner, Data & Analytics at Booking.com Poor data quality (DQ) is crippling to any data scientist. Especially organisation wide complex DQ challenges for fundamental datasets that can take months to fix. This talk/ session outlines the product development approach we adopted to solving a DQ challenge at Booking.com
    Note: Online resource; Title from title screen (viewed September 10, 2019) , Mode of access: World Wide Web.
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    [Erscheinungsort nicht ermittelbar] : Data Science Salon | Boston, MA : Safari
    Language: English
    Pages: 1 online resource (1 video file, approximately 28 min.)
    Edition: 1st edition
    Keywords: Electronic videos ; local
    Abstract: Presented by Leondra James, Mgr, Analytics & Operations at Saatchi & Saatchi Saatchi & Saatchi is global, full service advertising agency / creative communications network. Learn about the interesting questions they’re asking and how they’re leveraging data to answer them. Entails broad overview of predicting advertising initiative resources and their respective allocations.
    Note: Online resource; Title from title screen (viewed September 10, 2019) , Mode of access: World Wide Web.
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    [Erscheinungsort nicht ermittelbar] : Data Science Salon | Boston, MA : Safari
    Language: English
    Pages: 1 online resource (1 video file, approximately 29 min.)
    Edition: 1st edition
    Keywords: Electronic videos ; local
    Abstract: Presented by Douglas Hamilton – Chief Data Scientist, NASDAQ’s Machine Intelligence Lab Over the last decade, hundreds of billions of dollars of capital have retreated from active to passive management, driven in part by investors seeking lower management fees. With this we have seen rapid growth in the index and exchange traded fund space, leading to the development of several distinct classes. At least one of these classes, Smart Beta, is ripe for AI augmentation. We outline the unique challenges of index management and discuss the application of Information Theory, Machine Learning, and Optimization in solving those challenges.
    Note: Online resource; Title from title screen (viewed September 10, 2019) , Mode of access: World Wide Web.
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    [Erscheinungsort nicht ermittelbar] : Data Science Salon | Boston, MA : Safari
    Language: English
    Pages: 1 online resource (1 video file, approximately 27 min.)
    Edition: 1st edition
    Keywords: Electronic videos ; local
    Abstract: Presented by Kabir Seth - VP Machine Learning & AI Strategy, Wall Street Journal & Alex Siegman - AI Technical Program Manager, Dow Jones Walking through the steps necessary to appropriately leverage AI in a large organization, including tips and tricks for identifying business opportunities that lend themselves to AI, as well as best practices for each step of the AI project management process, all while navigating complex organizational structures.
    Note: Online resource; Title from title screen (viewed September 10, 2019) , Mode of access: World Wide Web.
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    [Erscheinungsort nicht ermittelbar] : Data Science Salon | Boston, MA : Safari
    Language: English
    Pages: 1 online resource (1 video file, approximately 28 min.)
    Edition: 1st edition
    Keywords: Electronic videos ; local
    Abstract: Presented by Ishant Nayer, Sr Data Scientist at Instacart Being a data-driven company, Instacart realizes the power of good quality data. While trying to maximize the efficiency of data consumption by all work streams such as recommendation systems and availability systems, we are trying to make our Catalog the best in the world by delivering precise information to all our end-users including shoppers and consumers. This session will cover the following areas: 1. How we used data science to auto-detect inconsistencies in the data attributes of millions of items comprising the Catalog, in real-time. 2. How we defined and utilized North Star metrics to optimize data quality of our Catalog 3. Different approaches being used to deliver a great customer experience.
    Note: Online resource; Title from title screen (viewed September 10, 2019) , Mode of access: World Wide Web.
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    [Erscheinungsort nicht ermittelbar] : Data Science Salon | Boston, MA : Safari
    Language: English
    Pages: 1 online resource (1 video file, approximately 28 min.)
    Edition: 1st edition
    Keywords: Electronic videos ; local
    Abstract: Presented by Liang Wu, Machine Learning Data Scientist at Airbnb Choosing the correct optimization metric is key to success of a search engine. Unlike in traditional web searches, where clicks are clearly the main objective to optimize, many emerging vertical search engines like E-Commerce search may require a different optimization metric, such as conversions, revenue, and quality. Selection of a good metric may depend on the query type (transactional vs. navigational vs. informational) and also on the goal of a business (profitability vs. growth). For example, a typical product search engine may focus on maximizing the number of transactions and total revenue, while navigational search may aim at minimizing the total number of clicks. In this talk, we will investigate factors needed to be considered when we are in search for a good metric, and we will also walk through an example of designing an optimization metric for a particular business, including how it is selected, mathematically defined, and optimized with a machine learning framework.
    Note: Online resource; Title from title screen (viewed September 10, 2019) , Mode of access: World Wide Web.
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    [Erscheinungsort nicht ermittelbar] : Data Science Salon | Boston, MA : Safari
    Language: English
    Pages: 1 online resource (1 video file, approximately 26 min.)
    Edition: 1st edition
    Keywords: Electronic videos ; local
    Abstract: Presented by Julie Hollek, Sr Data Scientist at Twitter Data scientists are the people behind the scenes, helping others deliver better, smarter results in their daily work. This is especially true for product data scientists who must hone their craft to determine what things are working for a given product, where do we want to take it next, and how can we make product decisions aligned with company is trying to build? Cross-functional communications are critical to success in this role; you need to be able to craft a message that is born out of math to make compelling arguments that are digestible by stakeholders across the business. In this session, we’ll define Product Data Science and discuss contributing factors to success.
    Note: Online resource; Title from title screen (viewed February 21, 2019) , Mode of access: World Wide Web.
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    [Erscheinungsort nicht ermittelbar] : Data Science Salon | Boston, MA : Safari
    Language: English
    Pages: 1 online resource (1 video file, approximately 30 min.)
    Edition: 1st edition
    Keywords: Electronic videos ; local
    Abstract: Presented by Sriram Subramanian - Head of Data Sciences at Condé Nast At Conde Nast, we have several AI/ML solutions spanning multiple business areas of the company: advertising, subscriptions, audience engagement and personalization. These solutions use different methodologies, software libraries and run in an automated manner. To manage all of this, we have developed our own purpose built AI infrastructure to support enterprise wide ML/AI applications. We will also cover a couple of applications that leverage this infrastructure and their business impact.
    Note: Online resource; Title from title screen (viewed September 10, 2019) , Mode of access: World Wide Web.
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    [Erscheinungsort nicht ermittelbar] : Data Science Salon | Boston, MA : Safari
    Language: English
    Pages: 1 online resource (1 video file, approximately 19 min.)
    Edition: 1st edition
    Keywords: Electronic videos ; local
    Abstract: Presented by Anupama Joshi Companies are moving towards AI/Machine learning very fast. Data scientist are building models and training models. But challenges come when deploying models in production. How to maintain multiple models? Creating a common platform that allows model management and deployment easily and reliably is becoming a necessity for organizations to accelerate product development. In this talk, I will talk about the challenges faced and the solutions used to make this process easy.
    Note: Online resource; Title from title screen (viewed September 10, 2019) , Mode of access: World Wide Web.
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    [Erscheinungsort nicht ermittelbar] : Data Science Salon | Boston, MA : Safari
    Language: English
    Pages: 1 online resource (1 video file, approximately 27 min.)
    Edition: 1st edition
    Keywords: Electronic videos ; local
    Abstract: Presented by Anna Coenen Algorithmic curating at the Times brings many unique challenges. We want our recommendations to feel personal and relevant, but not creepy. We want articles to be timely, yet also showcase older pieces that our readers still enjoy. We want to increase engagement, but without sacrificing editorial judgment. This talk describes how we achieved these goals through a combination of Machine Learning, experimentation, and diligent editorial curation.
    Note: Online resource; Title from title screen (viewed September 10, 2019) , Mode of access: World Wide Web.
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  • 50
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    [Erscheinungsort nicht ermittelbar] : Data Science Salon | Boston, MA : Safari
    Language: English
    Pages: 1 online resource (1 video file, approximately 13 min.)
    Edition: 1st edition
    Keywords: Electronic videos ; local
    Abstract: Presented by Jasmine Ngo, Mgr, Analytics & Marketing Science at Deutsch Sometimes, conversations on social media don’t reflect the mass’ sentiments accurately (think about people who rarely use Twitter or have a public profile on Facebook). That’s when local news come into play – local articles can sometimes reflect sentiments on certain topics by specific areas. By scraping thousands of articles online and using NLP / other methodologies to analyze them, we can get interesting insights on different topic. This talk introduces a tool to do that.
    Note: Online resource; Title from title screen (viewed September 10, 2019) , Mode of access: World Wide Web.
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    Language: English
    Pages: 1 online resource (1 video file, approximately 33 min.)
    Edition: 1st edition
    Keywords: Electronic videos ; local
    Abstract: Presented by Michelangelo D’Agostino, VP of Data Science & Engineering at ShopRunner Data scientists are hard to hire. But too often, companies struggle to find the right talent only to make avoidable mistakes that cause their best data scientists to leave. From organizational structure and leadership considerations to tooling and infrastructure to avoiding FOMO through continuing education, I’ll share concrete (and inexpensive) tips for keeping your data scientists engaged, productive, and performing their best for your business.
    Note: Online resource; Title from title screen (viewed September 10, 2019) , Mode of access: World Wide Web.
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    Language: English
    Pages: 1 online resource (1 video file, approximately 29 min.)
    Edition: 1st edition
    Keywords: Electronic videos ; local
    Abstract: Presented by John Peach, Sr Data Scientist at Amazon Alexa Science is facing a crisis around reproducibility and data science is not immune. Literate Statistical Programming is a workflow that binds the code used in an analysis to the interpretation of the results. While this creates reproducibility it also addresses issues around, auditing, re-usability and allows for rapid iteration and experimentation. This talk will describe a workflow that I have successfully used on small-scale data-sets in start-ups and on Amazon-scale problems in my work on Alexa. The talk will cover the tooling, workflow, and the philosophy you need to master Literate Statistical Programming.
    Note: Online resource; Title from title screen (viewed September 10, 2019) , Mode of access: World Wide Web.
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    Language: English
    Pages: 1 online resource (1 video file, approximately 30 min.)
    Edition: 1st edition
    Keywords: Electronic videos ; local
    Abstract: Presented by Darby Laffoon – Sr Manager, Big Data Platform Engineering at Charles Schwab In this session, we will walk through the various aspects of how to build and manage effective data science teams, and how to navigate the many challenges that come with such an undertaking. While there is no right or wrong, experience tells us that there are a multitude of ways to approach any challenge therein, and that’s where we will focus much of our energy.
    Note: Online resource; Title from title screen (viewed September 10, 2019) , Mode of access: World Wide Web.
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  • 54
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    Language: English
    Pages: 1 online resource (1 video file, approximately 19 min.)
    Edition: 1st edition
    Keywords: Electronic videos ; local
    Abstract: Presented by Ali Vanderveld, Director of Data Science at ShopRunner ShopRunner is an e-commerce company that receives feeds of product data from over 100 different retailer partners, including large department stores and retailers that specialize in electronics, appliances, nutritional products, and more. In order to provide a great user experience on our website and in our mobile app, we need to have one easy-to-navigate product taxonomy. We also would like to have sets of attribute tags that make it easy to filter down to exactly what any shopper is looking for. In this talk I will describe how we are using computer vision and natural language processing to place all of the products from our retailer partners into one easy-to-navigate shopping experience.
    Note: Online resource; Title from title screen (viewed September 10, 2019) , Mode of access: World Wide Web.
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  • 55
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    [Erscheinungsort nicht ermittelbar] : Data Science Salon | Boston, MA : Safari
    Language: English
    Pages: 1 online resource (1 video file, approximately 21 min.)
    Edition: 1st edition
    Keywords: Electronic videos ; local
    Abstract: Presented by Ayan Bhattacharya - Advanced Analytics Specialist Leader, Deloitte Consulting Conversational AI is the application of a combination of AI and cognitive services including Natural Language Processing, Speech Recognition and Intent Classification. It is focused on bringing voice, chat, and personal assistant technologies to intelligently automate human and technology interactions and improve client’s business outcomes as well as engagement with customers. There are varying levels of complexity in the virtual agents or chatbots; some are designed for answering common questions while others have a more complex architecture which includes the ability to disambiguate complex dialog and integrate with machine learning algorithms. The current marketplace for Conversational AI is being driven by cloud enabled platforms such as AWS, GCP, Azure and Watson; and there are over 2000 companies that have started developing their own niche industry solutions.
    Note: Online resource; Title from title screen (viewed September 10, 2019) , Mode of access: World Wide Web.
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  • 56
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    [Erscheinungsort nicht ermittelbar] : Data Science Salon | Boston, MA : Safari
    Language: English
    Pages: 1 online resource (1 video file, approximately 20 min.)
    Edition: 1st edition
    Keywords: Electronic videos ; local
    Abstract: Presented by Michael Zelenetz – Analytics Project Leader at New York-Presbyterian Hospital Healthcare data is highly connected but often lives in silos. Graph databases are promising emerging technologies for working with highly connected data. This talk will introduce data scientists to Neo4j—the leading graph database—and will discuss a proof of concept implementation at New York Presbyterian and will demonstrate some of the network analyses we were able to do as a result. This talk will be developer/data scientist focused and will include code snippets. We will introduce the graph data model and loading data into the database. We will discuss the pros and cons of graph databases. We will finish off with some practical examples from out proof of concept including community detection algorithms, using centrality to find providers who may be spreading infections, and examining physician referral patterns. Participants will leave being able to describe a graph database. They should be able to identify situations that may benefit from implementing a graph database. Finally, they should be able to create a simple graph model.
    Note: Online resource; Title from title screen (viewed September 10, 2019) , Mode of access: World Wide Web.
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    Language: English
    Pages: 1 online resource (1 video file, approximately 29 min.)
    Edition: 1st edition
    Keywords: Electronic videos ; local
    Abstract: Presented by Lauren Lombardo - Senior Data Scientist at Nielsen Products underpinned by traditional statistical methods, big data, and artificial intelligence increasingly provide new and unique insight into the rapidly growing media landscape. How can you make sure that your product will have the impact that you expect it to? What factors do you need to consider when developing a product to ensure that the tool is understood by the market and used appropriately? To what extent is this the concern of a data scientist? This talk will discuss how these questions apply to those hoping to deliver data-oriented insight to the media and entertainment industry.
    Note: Online resource; Title from title screen (viewed September 10, 2019) , Mode of access: World Wide Web.
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    [Erscheinungsort nicht ermittelbar] : Data Science Salon | Boston, MA : Safari
    Language: English
    Pages: 1 online resource (1 video file, approximately 25 min.)
    Edition: 1st edition
    Keywords: Electronic videos ; local
    Abstract: Presented by Andy Terrel at Numfocus NumFOCUS currently represents 26 sponsored and 24 affiliated open scientific coding projects. Glancing at them from a distance, one might have to squint a bit to see a pattern emerge. In truth, the community doesn’t mind that at all, out of the variety comes innovation. Beyond the logos and stickers, what is this community actually doing? I present the various projects and argue that we have inadvertently created one of the most successful data science platforms in existence. From this vantage point, I pose some tough questions the community needs to answer: How can we present that platform more fully? How should we organize ourselves to make our work more valuable? How do we avoid a collapse of our communities?
    Note: Online resource; Title from title screen (viewed September 10, 2019) , Mode of access: World Wide Web.
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    Language: English
    Pages: 1 online resource (1 video file, approximately 31 min.)
    Edition: 1st edition
    Keywords: Electronic videos ; local
    Abstract: Presented by Robert Welborn
    Note: Online resource; Title from title screen (viewed September 10, 2019) , Mode of access: World Wide Web.
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  • 60
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    [Erscheinungsort nicht ermittelbar] : Data Science Salon | Boston, MA : Safari
    Language: English
    Pages: 1 online resource (1 video file, approximately 19 min.)
    Edition: 1st edition
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    Abstract: Presented by Surya Gupta – Postdoctoral Researcher at VIB-UGent Mass-spectrometry based proteomics experiments produces large amounts of data. While typically acquired to answer specific biological questions, these data can also be reused in orthogonal ways to reveal biological knowledge. We have developed a novel method for such orthogonal data reuse of public proteomics data to detect biologically associated protein pairs. Mass-spectrometry proteomics experiments were obtained and reprocessed from the PRIDE database. For the identified proteins, we calculated the co-occurrence score, using Jaccard similarity. Protein pairs with score of atleast 0.4 were mapped to five knowledgebases; Reactome, Ensembl, IntAct, BioGRID, and CORUM, to assign potential biological relevance. Of the 2325 protein pairs that pass the Jaccard similarity threshold, we 81% of protein pairs with biological annotation (68% with five knowledgebases and 13% with GO terms). While comparison with randomly selected protein pairs, less than 2% protein pairs were found to be annotated. Furthermore, to extend the usability and accessibility of the detected protein pairs for research community, an online database called Tabloid Proteome was established. Our approach shows that by re-using publically available data in a fully orthogonal way, effectively treating these data as a proteome-wide association study, we can extract various biologically meaningful patterns, which moreover, were quite complementary to associations detected by established protein-protein interaction techniques. Additionally, Tabloid Proteome features a simple yet powerful web interface that allows fast and easy access to all these protein associations, with their possible biological annotation.
    Note: Online resource; Title from title screen (viewed September 10, 2019) , Mode of access: World Wide Web.
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    [Erscheinungsort nicht ermittelbar] : Data Science Salon | Boston, MA : Safari
    Language: English
    Pages: 1 online resource (1 video file, approximately 26 min.)
    Edition: 1st edition
    Keywords: Electronic videos ; local
    Abstract: Presented by Diane Yu, CTO and Cofounder at FreeWheel, Comcast As the leading provider of financial and company data, Bloomberg has access to vast amounts of data on a daily basis. There are two common challenges when working directly with raw data. One is the need to discover and extract data represented in the natural document format that is not machine-readable. Another requirement is validating and ensuring that the data is of high-quality since it is required for building models for predictions, classifications, and various analytics tasks. This talk will cover ways in which data science and machine learning can be used to address these two challenges: (1) ingesting your data by extracting what is contained in natural document format and (2) cleaning your ingested data.
    Note: Online resource; Title from title screen (viewed September 10, 2019) , Mode of access: World Wide Web.
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    [Erscheinungsort nicht ermittelbar] : Data Science Salon | Boston, MA : Safari
    Language: English
    Pages: 1 online resource (1 video file, approximately 26 min.)
    Edition: 1st edition
    Keywords: Electronic videos ; local
    Abstract: Presented by Anna Schneider, Data Science Manager at Stitch Fix Classic recommender systems are great for answering the question “what does a user want in general?”. However, they only get you partway to an answer to “what does a user want right now?”. To close the gap, it helps to capture and act on real-time user intent. I’ll share two examples of this paradigm, and the resulting changes to our algorithms and architectures at Stitch Fix.
    Note: Online resource; Title from title screen (viewed September 10, 2019) , Mode of access: World Wide Web.
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    [Erscheinungsort nicht ermittelbar] : Data Science Salon | Boston, MA : Safari
    Language: English
    Pages: 1 online resource (1 video file, approximately 24 min.)
    Edition: 1st edition
    Keywords: Electronic videos ; local
    Abstract: Presented by Jason Dolatshahi – Director of Data Science at Stash Stash is the digital platform for saving & investing that promises financial inclusion for all. When we launched our checking account at the end of last year, we already had millions of customers, but we were about to make first contact with a formidable new foe: bank fraud. As a data science team, how do you develop and deploy a model when the dimensions of the problem are brand new and changing quickly? How do you ensure your stakeholders have the information they need to manage the liability risk to the business? How do you keep the user experience delightful while keeping out bad actors? Come find out!
    Note: Online resource; Title from title screen (viewed September 10, 2019) , Mode of access: World Wide Web.
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    [Erscheinungsort nicht ermittelbar] : Data Science Salon | Boston, MA : Safari
    Language: English
    Pages: 1 online resource (1 video file, approximately 18 min.)
    Edition: 1st edition
    Keywords: Electronic videos ; local
    Abstract: Presented by Namita Lokare Feature engineering plays a significant role in the success of a machine learning model. Most of the effort in training a model goes into data preparation and choosing the right representation. In this talk, I will focus on a robust feature engineering method, Randomized Union of Locally Linear Subspaces (RULLS). We generate sparse, non-negative, and rotation invariant features in an unsupervised fashion. RULLS aggregates features from a random union of subspaces by describing each point using globally chosen landmarks. These landmarks serve as anchor points for choosing subspaces. Our method provides a way to select features that are relevant in the neighborhood around these chosen landmarks. Distances from each data point to k closest landmarks are encoded in the feature matrix. The final feature representation is a union of features from all chosen subspaces. The effectiveness of our algorithm is shown on various real-world datasets for tasks such as clustering and classification of raw data and in the presence of noise. We compare our method with existing feature generation methods. Results show a high performance of our method on both classification and clustering tasks.
    Note: Online resource; Title from title screen (viewed September 10, 2019) , Mode of access: World Wide Web.
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    [Erscheinungsort nicht ermittelbar] : Data Science Salon | Boston, MA : Safari
    Language: English
    Pages: 1 online resource (1 video file, approximately 27 min.)
    Edition: 1st edition
    Keywords: Electronic videos ; local
    Abstract: Presented by Hemalatha B Raju – Lead Data Scientist at Biorasi Running a clinical trial is always very complex. But with the implementation of machine learning we can significantly improve the efficiency of clinical trial development. Machine learning logic and algorithms can help us advance the patient selection process for clinical trials, improve the data quality, reduce the time and cost in the execution of clinical trials. for accurate predictions of outcomes using pattern recognition. Machine learning algorithms could be potentially applied to develop comprehensive risk-based monitoring tools, fraud detection pipeline, on-study analytics models and solutions for various clinical trials that alerts the clinical monitors and the pharmaceutical companies about the quality of clinical sites . Clinical data can also be reviewed at aggregate level regularly throughout assigned studies using analytical reporting tools to support the identification of risks and data trends. The rules-based logic could be used throughout the clinical trial studies to analyze the primary and secondary endpoints, required for the safety and efficacy analysis of the investigational drug and thus improve the efficiency of clinical trial studies.
    Note: Online resource; Title from title screen (viewed September 10, 2019) , Mode of access: World Wide Web.
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    [Erscheinungsort nicht ermittelbar] : Data Science Salon | Boston, MA : Safari
    Language: English
    Pages: 1 online resource (1 video file, approximately 29 min.)
    Edition: 1st edition
    Keywords: Electronic videos ; local
    Abstract: Presented by Jeff Sharpe – Manager / Master Software Engineer at Capital One Niraj Tank – Sr. Manager, Software Engineering at Capital One We have been working on operationalizing ML for past few years at CapitalOne Bank and would like to share our experiences and lessons we learned in building an ML platform, in our talk we plan to cover: — Self-Service for Data Scientists — Treat models, policies & features as content, not software, and allow live updates to content — Provide software engineering best practices to ML content(s) — How to meet enterprise need at scale — Lightweight services — Re-use models, data, and business logic wherever possible — Containerize software to simplify scaling — Multi-layer abstractions — Respond to real time events — Keep data in close proximity — Focus on low-latency communication and fast computations — Architect high-reliability services Some of the questions this session intend to answer: – Every FinTech enterprise needs to operationalize ML but most of them don’t know where to start, how to deliver and more importantly what not to do? – What architecture choices to explore and what tools to build to satisfy demanding needs of a thriving data science organization. – How can you build ways to include data scientists in the agile development process, leveraging their expertise in feature engineering while enabling them to take part in DevOps practices without needing full DevOps experience.
    Note: Online resource; Title from title screen (viewed September 10, 2019) , Mode of access: World Wide Web.
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    [Erscheinungsort nicht ermittelbar] : Data Science Salon | Boston, MA : Safari
    Language: English
    Pages: 1 online resource (1 video file, approximately 29 min.)
    Edition: 1st edition
    Keywords: Electronic videos ; local
    Abstract: Presented by Sangeeta Krishnan – Former Director, Enterprise Data Management & Strategy at Asembia Artificial Intelligence (AI) is the current buzz word across all industries. Marvin Minsky’s definition of AI describes it as the science of making machines do things that would normally require human intelligence. However, the opinions are split across two camps. On one side we hear about new AI gadgets getting introduced in the market that would empower and improve our lives. At the same time, there are stories of AI companies going bankrupt like the recent closure of AI powered clock – Bonjour. Any digital technology has its own risks such as Cyber Security, Data Privacy Protection, apart from protecting the interests and careers of the human workforce. When you attempt to transform data into answers, many questions erupt. AI is a combination of techniques that includes Data Analytics and Predictive Analytics. Many organizations start their Analytics and AI journey without implementing the discovery phase of defining clear achievable business values. This results in most of the R&D budget to evaporate in experimental pitfalls with no real gain, resulting in AI being non-productive. It is imperative for any organization to discuss and focus on certain fundamental areas and challenges before embarking on the AI journey. This presentation would give a detailed overview of the areas that need to be addressed for the AI journey to be successful beyond PoC (Proof of Concept). It would demystify AI from an implementation stand point and would cover multiple aspects to demonstrate the current capabilities of AI technologies. It would also put out a road map for the industries to have a smooth journey to the AI world. The presentation would discuss the entire spread of activities such as budgeting, risk mitigation, training and many more.
    Note: Online resource; Title from title screen (viewed September 10, 2019) , Mode of access: World Wide Web.
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    [Erscheinungsort nicht ermittelbar] : Data Science Salon | Boston, MA : Safari
    Language: English
    Pages: 1 online resource (1 video file, approximately 22 min.)
    Edition: 1st edition
    Keywords: Electronic videos ; local
    Abstract: Presented by Jennifer Esteche, Machine Learning Research Engineer at Tryolabs Determining prices for retail products manually is an extremely time-consuming process and leads to neither cost-effective nor consistent pricing. In this talk, we will introduce you to the tremendous potential of machine learning for automated pricing. We will share our learnings from building a machine learning system able to determine prices based on product metadata and images, implemented by a large online consignment marketplace. As a result, the company prices more than half of the products in their catalog automatically. You will learn what kind of data is valuable for an automated pricing system, what machine learning models can be used, some major challenges in building an intelligent pricing system and how to overcome them. Further, we will explore opportunities on how retailers can use machine learning for optimizing their prices for revenue.
    Note: Online resource; Title from title screen (viewed September 10, 2019) , Mode of access: World Wide Web.
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    [Erscheinungsort nicht ermittelbar] : Data Science Salon | Boston, MA : Safari
    Language: English
    Pages: 1 online resource (1 video file, approximately 29 min.)
    Edition: 1st edition
    Keywords: Electronic videos ; local
    Abstract: Presented by Rhonda Textor, Head of Data Science at True Fit Recent advances in technology such as computer vision, deep learning, and recommender systems are being used to enable new shopping experiences. Examples include visual search, recommending similar items, and recommending items that other shoppers also viewed. However, technology alone without an understanding of shoppers, fashion, and retail falls short of solving shopping recommendation problems. We at True Fit believe that details matter, especially for modeling individual fashion preferences. Because of that, we have built the largest fashion and retail dataset called the Fashion Genome. In this talk, I will share some insights we have gained from the Fashion Genome that have influenced our approach to building fashion recommendation systems. I will also show how we leverage the fashion details of products, i.e., our Fashion Attributes, to combine fashion and technology to make great recommendations. Finally, I will share how we leverage our large dataset and cutting edge technology to enable personalized shopping experiences.
    Note: Online resource; Title from title screen (viewed September 10, 2019) , Mode of access: World Wide Web.
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    Language: English
    Pages: 1 online resource (1 video file, approximately 20 min.)
    Edition: 1st edition
    Keywords: Electronic videos ; local
    Abstract: Presented by Sylvia Tran, Data Scientist at Gracenote User preferences and content similarity are both key to recommendation systems. While content similarity has been widely explored and utilized by many companies in the media & entertainment industries, it still remains relevant as the amount of data and metadata available continues to grow and change. This talk discusses some of the challenges of content similarity and explores a few different attribute groups (aside from genre and cast) by which content similarity can be measured. Traditional attributes, like genre and cast alone, may not be as additive as they once were. More specifically, movies like Ted (starring Mark Wahlberg) and Shaun of the Dead do not neatly fit into a single genre. This talk also demonstrates how certain tried and true similarity metrics still yield meaningful and reasonably interpretable results for media & entertainment.
    Note: Online resource; Title from title screen (viewed September 10, 2019) , Mode of access: World Wide Web.
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    Language: English
    Pages: 1 online resource (1 video file, approximately 30 min.)
    Edition: 1st edition
    Keywords: Electronic videos ; local
    Abstract: Presented by Brittany Rockwell Researchers and financial practitioners alike are attempting to find meaningful applications for the newest advents in the field of natural language processing (NLP). Although language modelling for stock trading is not novel, the landscape has changed significantly in recent years. With the improvements of computational power, data storage and algorithmic efficiency, we have more data and modelling capacity at our disposal than ever before. A natural consequence of these changes is the exponential growth of available data. There is a growing need for automating the data exploration and identification process for low-latency downstream applications requiring timely forecasting or decision making. This talk will discuss some of the new advances in NLP and their relevance to text-driven trading.
    Note: Online resource; Title from title screen (viewed March 24, 2018) , Mode of access: World Wide Web.
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    [Erscheinungsort nicht ermittelbar] : O'Reilly Media, Inc. | Boston, MA : Safari
    Language: English
    Pages: 1 online resource (1 video file, approximately 23 min.)
    Edition: 1st edition
    Keywords: Electronic videos ; local
    Abstract: Meetings are a necessary evil in an architect's life. This segment delves into some techniques you can use in meetings imposed on you and meetings you impose on others.
    Note: Online resource; Title from title screen (viewed June 25, 2018)
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    Language: English
    Pages: 1 online resource (1 streaming video file (4 hr., 17 min., 47 sec.)) , digital, sound, color
    Keywords: Software architecture ; Computer software ; Development ; Information technology ; Management ; Electronic videos ; local
    Abstract: "Software architecture has often been described as 'the parts that are hard to change later.' But the widespread adoption of microservices demonstrates that when architects build evolvability into the architecture, change becomes easier. This video introduces the principles of evolutionary architecture -- the software architecture that supports constant change. Designed for the intermediate-level software architect or developer tasked with migrating to or implementing a new cloud-based or distributed-system architecture, the course equips you with the knowledge and tools you'll need to put evolutionary architecture into practice."--Resource description page.
    Note: Title from title screen (viewed April 17, 2018)
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    Language: English
    Pages: 1 online resource (1 streaming video file (7 hr., 8 min., 52 sec.)) , digital, sound, color
    Keywords: Microsoft Word ; Word processing ; Electronic videos ; local
    Abstract: "Transform your Word skills from not-so-sure beginner to self-assured and confident intermediate in this course on the latest version of the world's most popular word processing application. Microsoft Word 2016 is huge; filled with features that can feel overwhelming to the newbie. Word expert Guy Vaccaro cuts it down to size by guiding you through the basics of creating, editing, saving, and printing Word docs; before focusing on the specific toolsets skilled Word users employ to get their work done quickly and professionally. Not only will you learn the secrets of formatting, page setup, adding tables and graphics, inserting headers and footers, printing and mail merge, you'll also become comfortable with Word 2016's newest features like its opening interface and Tell Me function."--Resource description page.
    Note: Title from title screen (viewed June 20, 2017). - Date of publication from resource description page
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    Language: English
    Pages: 1 online resource (1 streaming video file (9 hr., 36 min., 59 sec.)) , digital, sound, color
    Keywords: Software architecture ; Electronic videos ; local
    Abstract: "Being a successful software architect is more than just possessing technical knowledge. It's about thinking like an architect, being a leader, and understanding the architectural elements, patterns, and styles necessary to create effective software architectures. In this full update to their "Software Architecture Fundamentals 2015" (O'Reilly Media) video course, Neal Ford and Mark Richards empower you with the essential skills you need to be effective in this role. You'll be introduced to previously unmentioned architecture patterns, such as command query responsibility segregation (CQRS) and LMAX, along with the most effective tools and strategies for analyzing architecture. This video is designed for senior-level developers who want to become software architects and for junior architects who want to bump up their skill sets."--Resource description page.
    Note: Title from resource title screen (viewed December 15, 2017)
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    Language: English
    Pages: 1 online resource (1 streaming video file (5 hr., 24 min., 16 sec.)) , digital, sound, color
    Keywords: Microsoft PowerPoint (Computer file) ; Presentation graphics software ; Electronic videos ; local
    Abstract: "You've been tasked with creating your first Microsoft PowerPoint presentation. Nervous? Don't be. In this course, PowerPoint expert Guy Vaccaro explains and demonstrates everything you need to know to create PowerPoint presentations that are great looking, entertaining, and smart. He starts with the basics and moves you through the processes, tips, and tricks that can transform any beginner into a confident pro. You'll learn the terminology of PowerPoint, acquire hands-on experience using its most important tools, and come away with the confidence you need to get going with PowerPoint now."--Resource description page.
    Note: Title from title screen (viewed September 29, 2017). - Date of publication from resource description page
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  • 77
    Online Resource
    Online Resource
    [Place of publication not identified] : O'Reilly Media
    Language: English
    Pages: 1 online resource (1 streaming video file (1 hr., 30 min.)) , digital, sound, color
    Keywords: SQL (Computer program language) ; Relational databases ; Electronic videos ; local ; SQL (Computer program language) ; Relational databases ; Bases de données relationnelles ; SQL (Langage de programmation) ; Electronic videos
    Abstract: "If you need to understand how to query relational databases, this Learning Path will get you up and running quickly. Commands, joins, and views are the most fundamental elements of SQL (Structured Query Language) and with them you can make powerful insights into your data. In the just an hour and a half, you will learn how to use SQL to manage data that is held in relational databases. This Learning Path is designed for beginners who have no previous experience with SQL of any kind. Working files are included, allowing you to follow along with the instructor."--Resource description page.
    Note: Title and publication information from resource description page (Safari, viewed April 19, 2017)
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  • 78
    Online Resource
    Online Resource
    [Place of publication not identified] : O'Reilly
    ISBN: 9781771375795
    Language: English
    Pages: 1 online resource (1 streaming video file (8 hr., 37 min., 18 sec.)) , digital, sound, color
    Keywords: Microsoft Excel (Computer file) ; Quantitative research ; Computer programs ; Big data ; Computer programs ; Electronic videos ; local
    Abstract: "In this Big Data Analytics with Excel training course, expert author Guy Vaccaro teaches you how to manage large quantities of data with Excel. This course is designed for users that are already familiar with Excel and how to navigate a workbook and manage worksheets. You will start by learning basic data manipulation, then jump into learning about data cleansing, including removing duplicate records, replacing text, and merging and splitting data columns. From there, Guy will teach you about Excel tables, pivot tables, charts, and pivot charts. This video tutorial also covers Power Query, Power Map, and Power Pivot. Finally, you will learn how to use Goal Seek and Solver, as well as learn about data analysis tools."--Resource description page.
    Note: Author, title, and publisher from title screen (Safari, viewed July 11, 2016). - Date of release from resource description page (Safari, viewed July 11, 2016)
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  • 79
    ISBN: 9781491979297 , 1491979291
    Language: English
    Pages: 1 online resource (1 streaming video file (34 hr., 17 min., 24 sec.)) , digital, sound, color
    Keywords: Internet videos ; Streaming video ; MySQL (Electronic resource) ; SQL server ; SQL (Computer program language) ; Relational databases ; Electronic videos ; local ; Vidéos sur Internet ; Vidéo en continu ; streaming video ; Internet videos ; Streaming video ; Electronic videos
    Abstract: "Business users and analysts want quick, practical knowledge. Regarding SQL and database topics, they are more interested in how to use data rather than create it (this means the SELECT statement is highly relevant to them). As they progress they will likely want to know how to create their own databases, but only to a certain extent. The business logic of database design is likely what they are interested in. They may want to understand basic table design principles and a high-level understanding of normalization. But security, administration, data theory, and other DBA/engineering tasks will likely not be relevant to them. Typically when business users prototype a database for their business needs, they might hand it off to a DBA to put in production if it is deemed critical for the business."--Resource description page.
    Note: Title and publication information from resource description page (Safari, viewed January 11, 2017)
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  • 80
    Online Resource
    Online Resource
    [Place of publication not identified] : O'Reilly
    ISBN: 9781491954980
    Language: English
    Pages: 1 online resource (1 streaming video file (6 hr., 58 min., 31 sec.)) , digital, sound, color
    Keywords: Presentation graphics software ; Business presentations ; Electronic videos ; local
    Abstract: "You're giving a talk on a subject you know inside and out and your audience is staring at their cell phones. You're boring your audience. Maybe you could use some help. In this fast paced humorous video, presentation pros Neal Ford and Nathaniel Schutta provide that help. They've spent thousands of hours giving talks at seminars around the world and even more hours listening to bad ones. They've used this experience to de-construct 'The Presentation' into a set of patterns and anti-patterns. What are patterns and anti-patterns? They're simply names (often funny ones) for the building blocks of good presentation practices (patterns) and the stumbling blocks of bad ones (anti-patterns). Ford and Schutta offer concrete instruction in how to plan your presentation, handle a wide variety of presentation types, manage your audiences, and deal with constraints and surprises. They show you what to do, and perhaps more importantly, what not to."--Resource description page.
    Note: Title from title screen (Safari, viewed March 25, 2016). - Release date from resource description page (Safari, viewed March 25, 2016)
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  • 81
    Online Resource
    Online Resource
    [Place of publication not identified] : O'Reilly
    Language: English
    Pages: 1 online resource (1 streaming video file (8 hr., 44 min., 2 sec.)) , digital, sound, color
    Keywords: Microsoft Excel (Computer file) ; Electronic videos ; local
    Abstract: "In this Learning Microsoft Excel 2016 training course, expert author Guy Vaccaro will teach you everything you need to know to begin creating and managing spreadsheets in Excel 2016. This course is designed for the absolute beginner, meaning no experience with Excel is required. You will start by learning how to manage workbooks and worksheets, then jump into learning how to enter and edit data in cells. From there, Guy will teach you about formulas and functions, formatting, and page setup and printing. This video tutorial will also cover workbook and worksheet management, mathematical formulas, security, and charts in detail. Finally, you will learn about advanced formulas, including using an IF formula, text manipulation using functions, and date manipulation functions. Once you have completed this computer based training course, you will have learned everything you need to know to be able to create and manage spreadsheets in Microsoft Excel 2016. Working files are included, allowing you to follow along with the author throughout the lessons."--Resource description page.
    Note: Title from title screen (viewed May 23, 2016). - Date of publication from resource description page
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  • 82
    Language: English
    Pages: 1 online resource (1 streaming video file (8 hr., 4 min., 8 sec.)) , digital, sound, color
    Keywords: Microsoft Project ; Project management ; Computer programs ; Electronic videos ; local
    Abstract: "This course provides a detailed look at how to use Microsoft Project 2016 software to build, resource, cost out, monitor, and report on project plans for any size or type of project. You'll begin with the basic building blocks of creating project files, task entries, dependencies, and constraints to build and display Gantt charts and timelines. Then you'll move into more advanced topics like resource allocation tools, project tracking, WBS codes, progress reporting, and how to customize global templates and Gantt charts. Complete this course and you'll possess the skills needed to use all the powerful features of Microsoft Project 2016."--Resource description page.
    Note: Title from title screen (Safari, viewed September 20, 2016). - Release date from resource description page (Safari, viewed September 20, 2016)
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  • 83
    ISBN: 9781491932636
    Language: English
    Pages: 1 online resource (1 streaming video file (6 hr., 4 min., 20 sec.)) , digital, sound, color
    Series Statement: Software architecture series
    Keywords: Software architecture ; Electronic videos ; local
    Abstract: "Explore a variety of service-based architectures--including immensely popular microservice--in this video course from Neal Ford and Mark Richards. Through a series of instructive visuals, you'll be able to compare and contrast these architectures in several ways, including their structure, engineering practices, and deployment. You'll also examine the challenges of migrating from monolithic service-oriented architectures (SOA) to smaller service-based models, and the effects this change can have on team building and company culture in general."--Resource description page.
    Note: Title from title screen (viewed, August 17, 2015)
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  • 84
    Online Resource
    Online Resource
    [Place of publication not identified] : O'Reilly
    ISBN: 9781771375481
    Language: English
    Pages: 1 online resource (1 streaming video file (6 hr., 43 min., 38 sec.)) , digital, sound, color
    Keywords: Microsoft Excel (Computer file) ; Electronic videos ; local
    Abstract: "In this Microsoft Excel Cookbook training course, expert author Guy Vaccaro will teach you everything you need to know to work efficiently in Excel. This course is designed for users that have a basic working knowledge of Excel. You will start by learning about dealing with time in Excel, including how to convert dates from imported data, building a timesheet calculator, and figuring out monthly sales. From there, Guy will teach you about errors in functions, creating pivot tables, working with data, and formulas. This video tutorial also covers creating charts, including creating a hyperlink, graphing with two Y axis, and display the sheetname. Finally, you will learn how to save as a CVS without warnings and create a random text string. Once you have completed this computer based training course, you will have learned everything you need to know to work faster and more efficiently in Microsoft Excel. Working files are included, allowing you to follow along with the author throughout the lessons."--Resource description page.
    Note: Title from title screen (viewed January 6, 2016). - Date of publication from resource description page
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  • 85
    Online Resource
    Online Resource
    [Place of publication not identified] : O'Reilly
    ISBN: 9781771375078
    Language: English
    Pages: 1 online resource (1 streaming video file (6 hr., 17 sec.)) , digital, sound, color
    Keywords: Microsoft PowerPoint (Computer file) ; Presentation graphics software ; Macintosh (Computer) ; Electronic videos ; local
    Abstract: "This course is designed for the absolute beginner, meaning no previous experience with PowerPoint is required. You will start by learning how to create a new presentation, then jump into learning how to design slides. From there, this video will teach you about charts and graphs, organization charts, WordArt, shapes, SmartArt, and images. This video tutorial also covers how to manage and run the presentation, add animations, access master slides, and use templates. Finally, you will learn how to print your slides, and how to share your presentation online. Once you have completed this computer based training course, you will be fully capable of using PowerPoint for Mac to create your own presentations and run your own slideshows. Working files are included, allowing you to follow along with the author throughout the lessons."--Resource description page.
    Note: Title from title screen (viewed October 2, 2015). - Date of publication from resource description page
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  • 86
    Online Resource
    Online Resource
    [Place of publication not identified] : O'Reilly
    ISBN: 9781771374682
    Language: English
    Pages: 1 online resource (1 streaming video file (5 hr., 31 min., 16 sec.)) , digital, sound, color
    Keywords: Microsoft Word ; Word processing ; Macintosh (Computer) ; Electronic videos ; local
    Abstract: "In this Learning Microsoft Word 2016 for Mac training course, expert author Guy Vaccaro will teach you the basics of word document creation. This course is designed for the absolute beginner, meaning no previous experience with Microsoft Word is required. You will start by learning how to create documents, then jump into working with Word documents, including deleting text, highlighting text, adding strikethrough, and paragraph line and spacing. From there, Guy will teach you about page setup and print preview, how to insert tables, and advanced paragraph formatting. This video tutorial also covers automatic features, adding a header and footer, and SmartArt, images, and the drawing tools. Finally, you will learn how to work with and merge data, including using Excel as the data source, and how to filter the date before merging. Once you have completed this computer based training course, you will be fully capable of creating your own Word documents with Microsoft Word 2016 for Mac. Working files are included, allowing you to follow along with the author throughout the lessons."--Resource description page.
    Note: Title from title screen (viewed August 24, 2015). - Date from resource description page
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  • 87
    Online Resource
    Online Resource
    [Place of publication not identified] : O'Reilly
    ISBN: 9781491951095
    Language: English
    Pages: 1 online resource (1 streaming video file (1 hr., 12 min., 50 sec.)) , digital, sound, color
    Keywords: Software architecture ; Electronic videos ; local
    Abstract: "Software architecture is a fast-moving, multidisciplinary subject where entire suites of 'best practices' become obsolete practically overnight. No single path or curriculum exists, and different types of architecture--application, integration, enterprise--require different subject emphasis. Whether you're at the outset of a career as an architect or in the midst of such a career, series editor Neal Ford has curated this collection of tools and guides for aspiring and seasoned architects alike.In this webcast you will learn: Services vs components, Traditional SOA, Microservice architecture, Hybrid service-based architectures, Similarities and differences, Choosing, Migration"--Resource description page.
    Note: Title from title screen (viewed February 5, 2016)
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  • 88
    Online Resource
    Online Resource
    [Place of publication not identified] : Infinite Skills
    ISBN: 9781771374224
    Language: English
    Pages: 1 online resource (1 streaming video file (5 hr., 22 min., 12 sec.)) , digital, sound, color.
    Keywords: Microsoft Excel (Computer file) ; Electronic spreadsheets ; Macintosh (Computer) ; Electronic videos ; local
    Abstract: "In this Learning Microsoft Excel 2016 for Mac training course, expert author Guy Vaccaro will teach you everything you need to know to be able to work in Excel 2016, including managing your own workbooks, formatting worksheets, and creating and using formulas. This course is designed for the absolute beginner, meaning no previous experience with Excel is required. You will start by learning how to manage Excel workbooks and worksheets, including creating and saving a new workbook, saving Excel files in other formats, and using the Excel 2016 templates. From there, Guy will teach you how to enter and edit data in cells. This video tutorial also covers how to use basic mathematical operators, format worksheets, and use mathematical formulas. Finally, you will cover advanced formatting and security, including activating worksheet and workbook protection and password protecting the workbook file. Once you have completed this computer based training course, you will have gained the knowledge necessary to manage your own workbooks and worksheets in Microsoft Excel 2016 for Mac. Working files are included, allowing you to follow along with the author throughout the lessons."--Resource description page.
    Note: Title from resource description page (viewed June 9, 2015). - Date of publication taken from resource description page
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  • 89
    Online Resource
    Online Resource
    [Place of publication not identified] : O'Reilly Media
    ISBN: 9781491908181
    Language: English
    Pages: 1 online resource (1 streaming video file (8 hr., 9 min., 2 sec.)) , digital, sound, color.
    Keywords: Application software ; Testing ; Computer engineering ; Data processing ; Electronic videos ; local
    Abstract: "Releasing software to actual users can be a painful, risky, and time-consuming process. With this video workshop, experienced developers, testers, and operations engineers learn the principles and technical practices that enable rapid, incremental delivery of new, high-quality, valuable functionality to users. This video from Neal Ford (and guest experts Tim Brown, Rachel Laycock, and Ryan Murray) demonstrates the engineering practices that allow you to get fast feedback on the production readiness of your application every time there is a change to the code, infrastructure, or configuration. You'll learn that, through automation of the build, deployment, and testing processes--and improved collaboration among developers, testers and operations engineers--delivery teams can get changes released in a matter of hours (sometimes even minutes), no matter how large or complex the project is."--Resource description page.
    Note: Title from resource description page (viewed March 31, 2015). - Date of publication taken from resource description page
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  • 90
    Online Resource
    Online Resource
    [Place of publication from resource description page] : Infinite Skills
    ISBN: 9781771373449
    Language: English
    Pages: 1 online resource (1 streaming video file ( 4 hr., 19 min., 16 sec.)) , digital, sound, color.
    Keywords: SQL (Computer program language) ; Database management ; Database design ; Electronic videos ; local
    Abstract: "In this SQL - Beyond the Basics training course, expert author Guy Vaccaro will dive deeper into SQL and covers advanced techniques. This course is designed for users that already have experience with SQL. You will start by learning a variety of useful skills, including how to convert datatypes, create a temporary table, and declare and use variables. From there, Guy will teach you about sub queries, the CASE statement, and numbering and ranking. This video tutorial also covers using built in functions, creating and using your own functions, and creating views. Finally, you will learn about stored procedures, such as how to create and run a stored procedure, loop with WHILE and IF, and dynamically build SQL statements."--Resource description page.
    Note: Title from resource description page (viewed March 27, 2015)
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  • 91
    Online Resource
    Online Resource
    [Erscheinungsort nicht ermittelbar] : InfiniteSkills
    ISBN: 9781771372091
    Language: English
    Pages: 1 streaming video file (3 hr., 18 min., 32 sec.) , digital, sd., col.
    Keywords: Microsoft Project ; Application software ; Development ; Electronic videos ; local
    Abstract: "In this Microsoft Project for Software Developers training course, expert author Guy Vaccaro takes you through the steps required to build your own Software Development Plan with Microsoft Project 2013. This course is designed for users that already have experience working with Microsoft Project. You start with setting up the project file, including creating a rough storyboard, initial project file, and adding the phase and section headings. From there, you will learn about the various tasks, such as importing data, adding notes and attachments, and creating constraints and adding deadlines. This video tutorial will teach you about calendars and time, including adding public and work resource holidays and creating your own calendar. Guy will also teach you about tracking, showing you how to change dates and customize lines, update individual task progression, and track work and costs. Finally, you will learn how to use the NEW reports and the project plan as a template. By the end of this computer based training course, you will be fully capable of using Microsoft Project 2013 to build and create your own software development plan. Working files are included, allowing you to follow along with the author throughout the lessons."--Resource description page.
    Note: Title from resource description page (viewed Mar. 24, 2014)
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  • 92
    Online Resource
    Online Resource
    [Erscheinungsort nicht ermittelbar] : InfiniteSkills
    ISBN: 9781771372237
    Language: English
    Pages: 1 streaming video file (3 hrs., 24 min., 24 sec.) , digital, sd., col.
    Keywords: SQL (Computer program language) ; Electronic videos ; local
    Abstract: "In this SQL training course, expert author Guy Vaccaro teaches you how to use SQL to manage data that is held in relational databases. This training course is designed for beginners who have no previous experience with SQL of any kind. You will start by learning how to use SQL (Structured Query Language) to select and filter data from a database, including sorting the data, filtering date columns, and working with null or empty values. Guy then teaches you about common SQL functions, such as text manipulation, and how to group and summarize. This video tutorial also covers topics such as joining tables, data modification, and creating new tables and views. Finally, you will learn about the powerful subquery, and the main variances in SQL between database types. Once you have completed this computer based training course, you will have a fundamental knowledge of what SQL is and how you can apply it to different database types. Working files are included, allowing you to follow along with the author throughout the lessons."--Resource description page.
    Note: Title from resource description page (viewed Apr. 28, 2014)
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  • 93
    Online Resource
    Online Resource
    [Erscheinungsort nicht ermittelbar] : O'Reilly
    Language: English
    Pages: 1 streaming video file (6 hr., 57 min., 12 sec.) , digital, sd., col.
    Keywords: Software architecture ; Electronic videos ; local
    Abstract: "In this anticipated video series, Neal Ford and Mark Richards examine the responsibilities of a software architect, specifically the knowledge and skills you need to be effective in that role. The first video, Understanding the Basics, not only focuses on development techniques, but also pinpoints the skills you need to be a successful team leader. You'll learn about the four main aspects of a software architect, and quickly discover the difference between architecture decisions and technology decisions."--Resource description page.
    Note: Title from title screen. - Date of publication from resource description page (viewed Apr. 24, 2014)
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  • 94
    Language: English
    Pages: 1 streaming video file (5 hr., 57 min., 43 sec.) , digital, sd., col.
    Keywords: Software architecture ; Electronic videos ; local
    Abstract: "'Software Architect' places in the top ten of most annual surveys of best jobs, yet no clear path exists from Developer to Architect. Why aren't there more books and training materials to fill this demand? This video series by Neal Ford and Mark Richards starts filling the information gap."--Resource description page.
    Note: Title from title screen. - Date of publication from resource description page (viewed Apr. 28, 2014)
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  • 95
    Online Resource
    Online Resource
    [Erscheinungsort nicht ermittelbar] : InfiniteSkills
    ISBN: 9781771371438
    Language: English
    Pages: 1 streaming video file (10 hr., 1 min., 2 sec.) , digital, sd., col.
    Keywords: Microsoft Access ; Database management ; Electronic videos ; local
    Abstract: "In this Microsoft Access 2013 training course, expert author Guy Vaccaro teaches you how to use Access to create a database and build an interface to retrieve and report on your data. This course is designed for the absolute beginner; no prior database design or Microsoft Access experience is necessary in order to get the most out of this video tutorial. Starting with a tour of the interface, this computer based training video will show you how to design and create a table, build queries, and comprehensively demonstrates the creation, and functions, of forms and reports. As you move through the video tutorial, Guy covers other topics such \as; how to create advanced forms, customizing your reports, and building action queries. Finally, he will take you through the process of creating your own custom web app with Access 2013. By the completion of this training course, you will be capable of creating databases as well as reports and forms in Microsoft Access 2013, and you will have in-depth knowledge of the tools and functions available to you in this software. Working files are included, allowing you to follow along with the author throughout the lessons."--Resource description page.
    Note: "Learning Microsoft Access 2013"--Resource description page. - Title from resource description page (viewed Dec. 9, 2013)
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  • 96
    Online Resource
    Online Resource
    . : InfiniteSkills
    ISBN: 9781771370783
    Language: English
    Pages: 1 streaming video file (9 hr., 16 min., 41 sec.) , digital, sd., col.
    Keywords: Microsoft Project ; Project management ; Software ; Electronic videos ; local
    Abstract: "In this training course for Microsoft Project 2013, seasoned trainer Guy Vaccaro teaches you how to manage your tasks of any size and description. Designed to assist project managers in organizing their plans, assigning and tracking tasks, managing budgets and analyzing workloads, Microsoft Project is the go-to project management software. Guy will teach you how to utilize the features available to you to their fullest advantage for your project management needs. You start with a quick tour of the Project interface to get familiar with the location of the tools you will be using. Guy quickly jumps right into showing you how to create your first project file, and how to start entering your tasks. You will explore operations such as adding, editing, assigning and tracking tasks. Guy covers the resource management features, how to work with the calendar features, and how to interact with the timeline. You will learn about creating Gantt charts, how to create and customize reports using templates, adding recurring tasks, and much much more. You finish up the course with a tutorial on how to automate tasks with macros. This video based training course for Microsoft Project 2013 is a comprehensive tutorial on how to apply the tools and features in this industry standard project management software. By time you have completed this video tutorial, you will be fully capable in setting up, tracking and managing your projects from start to finish. Working files are included for both courses, allowing you to follow along with the author throughout the lessons."--Resource description page.
    Note: Title from resource description page (viewed July 22, 2013)
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  • 97
    Online Resource
    Online Resource
    [Erscheinungsort nicht ermittelbar] : InfiniteSkills
    ISBN: 9781771371483
    Language: English
    Pages: 1 streaming video file (5 hrs., 37 min., 29 sec.) , digital, sd., col.
    Keywords: Microsoft Excel (Computer file) ; Electronic spreadsheets ; Electronic videos ; local
    Abstract: "In this Microsoft Excel Advanced Formulas and Functions training course, expert author Guy Vaccaro takes you beyond the basics of Excel, and teaches you how to use the advanced formulas and functions in this spreadsheet program by Microsoft. This course is designed for users that already have a basic working knowledge of Excel. You will begin by reviewing the basic operations, such as sum and count syntax, function processing order, and knowing the troubleshooting tools. You will explore extended formula usage with 3D referencing, naming cells and absolute referencing. Guy proceeds to instruct you on how to look up and reference type functions using VLookup and HLookup. Other features that are covered in this computer based training include; generating random numbers and values, locating data using text functions, and learning to use an array formula to count unique entries. By the completion of this training course, you will be comfortable with using many of the advanced formulas and functions that this powerful spreadsheet software from Microsoft offers. Working files are included, allowing you to follow along with the author throughout the lessons."--Resource description page.
    Note: Title from resource description page (Safari viewed Dec. 17, 2013)
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  • 98
    Online Resource
    Online Resource
    [S. l.] : O'Reilly Media
    Language: English
    Pages: 1 online resource (5 hrs., 52 min., 43 sec.)
    Keywords: Clojure (Computer program language) ; Electronic videos ; local
    Abstract: "Why is Clojure the most interesting new language on the horizon? With this video, you [will] not only learn how to tackle practical problems with this functional language, you [will] learn how to think in Clojure and why you should want to. Neal Ford (software architect and meme wrangler at ThoughWorks) and Stuart Halloway (CEO of Relevance, Inc.) show you what makes programming with Clojure swift, surgical, and accurate."--Resource description page.
    Note: Title and publication information from resource description page (viewed Aug. 19, 2013)
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  • 99
    Online Resource
    Online Resource
    [Erscheinungsort nicht ermittelbar] : InfiniteSkills
    ISBN: 9781771371612
    Language: English
    Pages: 1 streaming video file (3 hrs., 22 mins., 56 sec.) , digital, sd., col.
    Keywords: Microsoft Excel (Computer file) ; Electronic spreadsheets ; Electronic videos ; local
    Abstract: "In this Microsoft Excel - Charts in Detail training course, expert author Guy Vaccaro takes you beyond the basics of Excel, diving into detail about creating and using charts within this powerful spreadsheet program. This course is designed for users that already have a basic working knowledge of Excel. You will start by learning the basics of Excel charts, such as how to create them quickly and why the right chart type matters. From there, you will learn about the tools within the design and format tabs, including the different chart layout styles and colors, adding and manipulating shapes, and managing data labels. Guy will show you special chart types and properly explain scatter charts. This training video will teach you about chart data and how to create charts from multiple data sources. Finally, Guy will teach you how to print your chart and copy and link it to other Office applications. By the completion of this video based training course, you will be fully versed in creating and using Excel charts. Working files are included, allowing you to follow along with the author throughout the lessons."--Resource description page.
    Note: Title from resource description page (viewed Jan. 08, 2014)
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  • 100
    Online Resource
    Online Resource
    [United States?] : InfiniteSkills
    ISBN: 9781771370646
    Language: English
    Pages: 1 streaming video file (9 hr., 53 min., 44 sec.) , digital, sd., col.
    Keywords: Microsoft Excel (Computer file) ; Electronic videos ; local
    Abstract: "In this advanced training course for Microsoft Excel 2013, expert author Guy Vaccaro takes you beyond the basics of Excel, and teaches you how to use the advanced features and functions in this spreadsheet program from Microsoft. You will start with basic operations such as SUM, MIN, and MAX, as well as conditional mathematical functions. Guy proceeds to instruct you on using IF statements to control conditions. You will learn how to perform data lookups using VLOOKUP and HLOOKUP, and how to create Sparklines. Other features that are covered in this advanced Excel tutorial are; working with time, outlining, custom views, text manipulation, error checking, pivot tables and pivot charts. Guy also covers some basic Macro operations within Excel for optimizing your workflow. By the completion of this computer based training video for Microsoft Excel 2013, you will be comfortable with many of the advanced features and functions that this powerful spreadsheet software from Microsoft has to offer. Working files are included, allowing you to follow along with the author throughout the lessons."--Resource description page.
    Note: Title from resource description page (viewed May 15, 2013)
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