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  • Safari, an O'Reilly Media Company  (213)
  • Deza, Alfredo  (72)
  • Boston, MA : Safari  (285)
  • Electronic videos ; local  (285)
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Language
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  • 1
    Online Resource
    Online Resource
    [Erscheinungsort nicht ermittelbar] : Pragmatic AI Solutions | Boston, MA : Safari
    Language: English
    Pages: 1 online resource (1 video file, approximately 1 hr., 14 min.)
    Edition: 1st edition
    Keywords: Electronic videos ; local
    Abstract: Learn to use optimization strategies and greedy algorithms in one hour.
    Note: Online resource; Title from title screen (viewed March 7, 2021) , Mode of access: World Wide Web.
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  • 2
    Online Resource
    Online Resource
    [Erscheinungsort nicht ermittelbar] : Pragmatic AI Solutions | Boston, MA : Safari
    Language: English
    Pages: 1 online resource (1 video file, approximately 35 min.)
    Edition: 1st edition
    Keywords: Electronic videos ; local
    Abstract: Learn how to use AWS in one Hour
    Note: Online resource; Title from title screen (viewed January 9, 2021) , Mode of access: World Wide Web.
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  • 3
    Online Resource
    Online Resource
    [Erscheinungsort nicht ermittelbar] : Pragmatic AI Solutions | Boston, MA : Safari
    Language: English
    Pages: 1 online resource (1 video file, approximately 30 min.)
    Edition: 1st edition
    Keywords: Electronic videos ; local
    Abstract: AWS Machine Learning Certification In ONE HOUR!
    Note: Online resource; Title from title screen (viewed January 23, 2021) , Mode of access: World Wide Web.
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  • 4
    Online Resource
    Online Resource
    [Erscheinungsort nicht ermittelbar] : Pragmatic AI Solutions | Boston, MA : Safari
    Language: English
    Pages: 1 online resource (1 video file, approximately 1 hr., 14 min.)
    Edition: 1st edition
    Keywords: Electronic videos ; local
    Abstract: In this video you walk through the foundational concepts of Machine Learning.
    Note: Online resource; Title from title screen (viewed February 27, 2021) , Mode of access: World Wide Web.
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  • 5
    Online Resource
    Online Resource
    [Erscheinungsort nicht ermittelbar] : Pragmatic AI Solutions | Boston, MA : Safari
    Language: English
    Pages: 1 online resource (1 video file, approximately 53 min.)
    Edition: 1st edition
    Keywords: Electronic videos ; local
    Abstract: Get started with Jenkins, Jenkins Pipelines, and Github integration in this introductory video to the most widely used CI/CD platform in the world: Jenkins. Learn how to setup an example repository from Github into Jenkins using the same techniques you would need to scale a massive CI CD production environment. Topics include: * Install and configure Jenkins including plugins like Blue Ocean that enables pipelines * Create a Personal Access Token (PAT) in Github to connect a repository to Jenkins * Setup a trigger to run automated tests for the Github repository using a Jenkinsfile * Add a remote node or slave to the Jenkins master instance via SSH to quickly scale up operations * Validate that the project builds and deploys correctly
    Note: Online resource; Title from title screen (viewed February 18, 2021) , Mode of access: World Wide Web.
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  • 6
    Online Resource
    Online Resource
    [Erscheinungsort nicht ermittelbar] : Pragmatic AI Solutions | Boston, MA : Safari
    Language: English
    Pages: 1 online resource (1 video file, approximately 54 min.)
    Edition: 1st edition
    Keywords: Electronic videos ; local
    Abstract: Get started with security vulnerability scanning and integrating that with Github, Github Actions and automated security checks in pull requests. Learn how to scan reported vulnerabilities in projects and Docker containers, so that you can publish images to Docker hub or merge pull requests while knowing that changes in dependencies are secure. Topics include: * Install and run locally a security vulnerability scanner * Catalog a project with an SBOM (Software Bill Of Materials) so that the scanner can do vulnerability matching. * Setup a Github Action to automatically scan vulnerabilities in a project and optionally fail a build to prevent a merge. * Scan a Docker container image that is built locally against the latest vulnerabilities, based on any CVE reported publicly
    Note: Online resource; Title from title screen (viewed February 25, 2021) , Mode of access: World Wide Web.
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  • 7
    Online Resource
    Online Resource
    [Erscheinungsort nicht ermittelbar] : Pragmatic AI Solutions | Boston, MA : Safari
    Language: English
    Pages: 1 online resource (1 video file, approximately 47 min.)
    Edition: 1st edition
    Keywords: Electronic videos ; local
    Abstract: Distribute the load of Jenkins builds with a remote Docker instance or Kubernetes server in this 1-hour long tutorial Topics include: * Configure a remote Docker instance to interact with the master Jenkins server * Modify an existing job to use Docker to do builds using labels * Setup a remote kubernetes instance to connect to Jenkins with JNLP * Use the right container image to connect back to Jenkins as a remote container node
    Note: Online resource; Title from title screen (viewed March 12, 2021) , Mode of access: World Wide Web.
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  • 8
    Online Resource
    Online Resource
    [Erscheinungsort nicht ermittelbar] : Pragmatic AI Solutions | Boston, MA : Safari
    Language: English
    Pages: 1 online resource (1 video file, approximately 19 min.)
    Edition: 1st edition
    Keywords: Electronic videos ; local
    Abstract: Learn to use containers to build Microservices on the AWS platform. In this video you walk through building a Flask Microservice using the following AWS tools: * AWS Cloud9 * AWS ECR (Elastic Container Registery) * AWS ECS (AWS Container Service) * AWS Fargate (Container as a Service) Finally, the course builds and deploys a Fargate container that was provisioned to ECR. Follow along with the Github Resource: https://github.com/noahgift/eks-fargate-tutorial
    Note: Online resource; Title from title screen (viewed February 18, 2021) , Mode of access: World Wide Web.
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  • 9
    Online Resource
    Online Resource
    [Erscheinungsort nicht ermittelbar] : Pragmatic AI Solutions | Boston, MA : Safari
    Language: English
    Pages: 1 online resource (1 video file, approximately 14 min.)
    Edition: 1st edition
    Keywords: Electronic videos ; local
    Abstract: How are you generating revenue in your business or career. This lesson talks about consulting, salary and MRR including investing. Topics include: * Consulting * Salary * Investments * Autonomy vs Dependency * MRR (Monthly Recurring Revenue)
    Note: Online resource; Title from title screen (viewed April 22, 2021) , Mode of access: World Wide Web.
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  • 10
    Online Resource
    Online Resource
    [Erscheinungsort nicht ermittelbar] : Pragmatic AI Solutions | Boston, MA : Safari
    Language: English
    Pages: 1 online resource (1 video file, approximately 45 min.)
    Edition: 1st edition
    Keywords: Electronic videos ; local
    Abstract: Enhance testing Python projects by adding Tox, a testing management tool that can easily create test matrices. In this video course, learn how to use different functional test strategies and expand basic unit testing by combining different software versions. Topics include: * Use Pytest for fast verification of unit tests * Detect missing dependencies that can get packaged and released even when tests are passing * Build a test matrix by adding factors and combinatorial versions by leveraging Tox to avoid boilerplate configuration * Use different Python versions to test the same code
    Note: Online resource; Title from title screen (viewed March 18, 2021) , Mode of access: World Wide Web.
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  • 11
    Online Resource
    Online Resource
    [Erscheinungsort nicht ermittelbar] : Pragmatic AI Solutions | Boston, MA : Safari
    Language: English
    Pages: 1 online resource (1 video file, approximately 21 min.)
    Edition: 1st edition
    Keywords: Electronic videos ; local
    Abstract: Learn to build Machine Learning solutions without writing any code with CreateML from Apple. Topics include: * Computer Vision * Image Classification * OS X * Apple * Core ML
    Note: Online resource; Title from title screen (viewed April 22, 2021) , Mode of access: World Wide Web.
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  • 12
    Online Resource
    Online Resource
    [Erscheinungsort nicht ermittelbar] : Pragmatic AI Solutions | Boston, MA : Safari
    Language: English
    Pages: 1 online resource (1 video file, approximately 60 min.)
    Edition: 1st edition
    Keywords: Electronic videos ; local
    Abstract: Sometimes scraping is the only way to extract meaningful data when there are no options like an accessible API. Parsing raw HTML can be intimidating and full of failures if you aren't used to existing tooling that can help you parse faster and more efficiently. In this video, learn all the basics including some advanced techniques to parse HTML and extract data with the Scrapy library in Python. k Topics include: * Install, configure, and create a new project with Scrapy, a powerful scraping library written in Python * See what is required to start parsing a website, including looking at raw HTML, tags, and CSS. * Identify data to create a dataset or datasets to perform data science analysis later * Capture parsed data and save it in different formats locally * Ultra fast scraping techniques by using the filesystem directly A few resources that are helpful if you are trying to do scraping, some of them covered in the course: * Scrapy Library * Scrapy Getting started tutorial
    Note: Online resource; Title from title screen (viewed May 13, 2021) , Mode of access: World Wide Web.
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  • 13
    Online Resource
    Online Resource
    [Erscheinungsort nicht ermittelbar] : Pragmatic AI Solutions | Boston, MA : Safari
    Language: English
    Pages: 1 online resource (1 video file, approximately 24 min.)
    Edition: 1st edition
    Keywords: Electronic videos ; local
    Abstract: Learn to use AWS App Runner to do an MLOps workflow that deploys a Flask Microservice that running sklearn. This tutorial walks you through how to deploy code from the O'Reilly book Practical MLOps using the AWS App Runner Service. Topics include: * MLOps * AWS App Runner * Container as a Service * Python * Flask * Microservice * Sklearn * Machine Learning Engineering
    Note: Online resource; Title from title screen (viewed May 23, 2021) , Mode of access: World Wide Web.
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  • 14
    Online Resource
    Online Resource
    [Erscheinungsort nicht ermittelbar] : Pragmatic AI Solutions | Boston, MA : Safari
    Language: English
    Pages: 1 online resource (1 video file, approximately 37 min.)
    Edition: 1st edition
    Keywords: Electronic videos ; local
    Abstract: Learn to pass ANY AWS Certification Exam on the first try. Topics include: * AWS Certifications * AWS Certified Cloud Practitioner * AWS Exam Guide * AWS White Papers * AWS Sample Questions * AWS Cloud Shell * AWS Unofficial Questions * AWS Academy
    Note: Online resource; Title from title screen (viewed June 6, 2021) , Mode of access: World Wide Web.
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  • 15
    Online Resource
    Online Resource
    [Erscheinungsort nicht ermittelbar] : Pragmatic AI Solutions | Boston, MA : Safari
    Language: English
    Pages: 1 online resource (1 video file, approximately 15 min.)
    Edition: 1st edition
    Keywords: Electronic videos ; local
    Abstract: Use AWS Step Functions to solve problems
    Note: Online resource; Title from title screen (viewed September 12, 2021) , Mode of access: World Wide Web.
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  • 16
    Online Resource
    Online Resource
    [Erscheinungsort nicht ermittelbar] : Pragmatic AI Solutions | Boston, MA : Safari
    Language: English
    Pages: 1 online resource (1 video file, approximately 1 hr., 32 min.)
    Edition: 1st edition
    Keywords: Electronic videos ; local
    Abstract: A walkthrough of Chapter 7 of the O'Reilly book Practical MLOps. Learn about real-world computer vision including a recap of Tesla AI day 2021. Topics include: * Getting models into production * Tesla FSD * Tesla Computer Vision * Tesla AI Day * DataOps * ML Platforms * Sagemaker * Continuous Integration and Continuous Deployment * MLOps cookbook * ML Engineering * Data Engineering * AWS App runner * GCP * Azure * Containers * Kaizen
    Note: Online resource; Title from title screen (viewed August 24, 2021) , Mode of access: World Wide Web.
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  • 17
    Online Resource
    Online Resource
    [Erscheinungsort nicht ermittelbar] : Pragmatic AI Solutions | Boston, MA : Safari
    Language: English
    Pages: 1 online resource (1 video file, approximately 1 hr., 26 min.)
    Edition: 1st edition
    Keywords: Electronic videos ; local
    Abstract: Learn to use optimization techninques along with AWS Step Functions
    Note: Online resource; Title from title screen (viewed September 12, 2021) , Mode of access: World Wide Web.
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  • 18
    Online Resource
    Online Resource
    [Erscheinungsort nicht ermittelbar] : Pragmatic AI Solutions | Boston, MA : Safari
    Language: English
    Pages: 1 online resource (1 video file, approximately 2 hr., 30 min.)
    Edition: 1st edition
    Keywords: Electronic videos ; local
    Abstract: Learn about six key elements of MLOPs based on the best-selling book Practical MLOps Topics include: * Source Code Management * Continuous Integration and Continuous Delivery * Development Environment * Deploy Environment * Microservices including Flask and FastAPI * Business Logic
    Note: Online resource; Title from title screen (viewed September 2, 2021) , Mode of access: World Wide Web.
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  • 19
    Online Resource
    Online Resource
    [Erscheinungsort nicht ermittelbar] : Pragmatic AI Solutions | Boston, MA : Safari
    Language: English
    Pages: 1 online resource (1 video file, approximately 4 min.)
    Edition: 1st edition
    Keywords: Electronic videos ; local
    Abstract: Learn the foundations of Agile Project Management in this quick video snippit featuring global technical project management expert Jerry Castro. Topics include: * Agile * Balancing chaos vs order * How to get started with Agile
    Note: Online resource; Title from title screen (viewed August 25, 2021) , Mode of access: World Wide Web.
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  • 20
    Online Resource
    Online Resource
    [Erscheinungsort nicht ermittelbar] : Pragmatic AI Solutions | Boston, MA : Safari
    Language: English
    Pages: 1 online resource (1 video file, approximately 6 min.)
    Edition: 1st edition
    Keywords: Electronic videos ; local
    Abstract: Learn to do GPU programming in Python in Five Minutes
    Note: Online resource; Title from title screen (viewed January 12, 2021) , Mode of access: World Wide Web.
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  • 21
    Online Resource
    Online Resource
    [Erscheinungsort nicht ermittelbar] : Pragmatic AI Solutions | Boston, MA : Safari
    Language: English
    Pages: 1 online resource (1 video file, approximately 1 hr., 9 min.)
    Edition: 1st edition
    Keywords: Electronic videos ; local
    Abstract: Get started with Google Cloud Platform (GCP) and Cloud Functions in this one-hour video. Everything you need to know to get up and running quickly using serverless technology from GCP. Topics include: * An introduction to serverless technologies * Create a cloud function, install dependencies, and use different runtimes like Python 3.8 * Debug issues when a cloud function deployment fails * Use Google's Machine Learning offering to do live translations to any language * Enable authentication for your cloud function
    Note: Online resource; Title from title screen (viewed January 14, 2021) , Mode of access: World Wide Web.
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  • 22
    Online Resource
    Online Resource
    [Erscheinungsort nicht ermittelbar] : Pragmatic AI Solutions | Boston, MA : Safari
    Language: English
    Pages: 1 online resource (1 video file, approximately 1 hr., 6 min.)
    Edition: 1st edition
    Keywords: Electronic videos ; local
    Abstract: Get started with MLOps and Github Actions to package a container with an ONNX model that does live inferencing with a Flask application. By using Azure ML, learn how to download the large ONNX model into the Github Action workflow, package it as a container and then push it to a container registry. For reference use the https://github.com/alfredodeza/flask-roberta repository Topics include: * Create a container that does live inferencing with Flask and the ONNX runtime * Package the model and verify it works locally * Setup a Github Action to authenticate to Azure ML and download a previously registered model * Build the new container as a Github Action, authenticate to Docker Hub or Github Packages * Push the new container to the Github registry or any other registry like Docker Hub
    Note: Online resource; Title from title screen (viewed March 5, 2021) , Mode of access: World Wide Web.
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  • 23
    Online Resource
    Online Resource
    [Erscheinungsort nicht ermittelbar] : Pragmatic AI Solutions | Boston, MA : Safari
    Language: English
    Pages: 1 online resource (1 video file, approximately 1 hr., 15 min.)
    Edition: 1st edition
    Keywords: Electronic videos ; local
    Abstract: Learn to use no-code and low-code solutions to perform Natural Processing. In this video you walk through building a text based analysis using Python and Cloud Tools. You learn how to perform document similarity, visualize word clouds and use Amazon AI Tools. The techniques covered include: * Google Colab * Spacy * AWS Quicksite * AWS Comprehend * AWS Rekognition * NLTK * WordCloud * Pandas * Plotly * Github Finally, the course analyzes Hemingway books using popular off the shelf Python libraries. Follow along with the Github Resource: https://github.com/noahgift/exploratory-data-analysis
    Note: Online resource; Title from title screen (viewed February 20, 2021) , Mode of access: World Wide Web.
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  • 24
    Online Resource
    Online Resource
    [Erscheinungsort nicht ermittelbar] : Pragmatic AI Solutions | Boston, MA : Safari
    Language: English
    Pages: 1 online resource (1 video file, approximately 1 hr., 16 min.)
    Edition: 1st edition
    Keywords: Electronic videos ; local
    Abstract: Learn to tell stories with Data and then present those conclusions to Business Executives. Learn to use Colab/Jupyter Notebooks to build Data Science notebooks that tell a story. Topics include: * Effects of Intermittent Fasting, Sugar, Wealth and Real Estate Values on society * Visualizing data through Plotly graphs with 3D Interactive Visualizations of KMeans clustering * Using sklearn, pandas, plotly, matplotlib, KMeans clustering, ELI5, shap and other libraries * The role of the Matthew Effect on society. The Github Project is here: https://github.com/noahgift/data-story-telling
    Note: Online resource; Title from title screen (viewed March 13, 2021) , Mode of access: World Wide Web.
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  • 25
    Online Resource
    Online Resource
    [Erscheinungsort nicht ermittelbar] : Pragmatic AI Solutions | Boston, MA : Safari
    Language: English
    Pages: 1 online resource (1 video file, approximately 1 hr., 13 min.)
    Edition: 1st edition
    Keywords: Electronic videos ; local
    Abstract: Zero to One: Data Science to MLOps in One Hour. Learn to frame a problem, then convert it into a data science project and present it to stakeholders. Later, move that prediction system to producting using MLOps Topics include: * Big Tech Misinformation and what can be done about it using Data Science. * Doing MLOps with sklearn and Flask by creating Microservices * Using sklearn, pandas, plotly, matplotlib, KMeans clustering, ELI5, shap and other libraries * Putting code into production using the Python MLOps Cookbook found here: https://github.com/noahgift/data-story-telling
    Note: Online resource; Title from title screen (viewed March 20, 2021) , Mode of access: World Wide Web.
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  • 26
    Online Resource
    Online Resource
    [Erscheinungsort nicht ermittelbar] : Pragmatic AI Solutions | Boston, MA : Safari
    Language: English
    Pages: 1 online resource (1 video file, approximately 15 min.)
    Edition: 1st edition
    Keywords: Electronic videos ; local
    Abstract: Learn some counter-intuitive ways to think about programming as a beginner. It is ok to feel stupid, it means you are on the right path! Topics include: * Failure is good * The goal of programming is to reduce complexity * Automation is a requirement * Continuously Improve your code * Embrace Automation and Monitoring
    Note: Online resource; Title from title screen (viewed April 17, 2021) , Mode of access: World Wide Web.
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  • 27
    Online Resource
    Online Resource
    [Erscheinungsort nicht ermittelbar] : Pragmatic AI Solutions | Boston, MA : Safari
    Language: English
    Pages: 1 online resource (1 video file, approximately 56 min.)
    Edition: 1st edition
    Keywords: Electronic videos ; local
    Abstract: Learn all about distributed tracing in this 1 hour course. If you want to go beyond logging and monitoring, and trying to tell a story by connecting the dots, then distributed tracing is the way to go. Topics include: * Opentracing and the foundations of distributed tracing libraries like Jaeger * Micro-service strategies and other microservice implementations that make distributed-tracing a perfect use case * Implement distributed tracing instrumentation in a Github project using docker compose with multiple Docker containers * Leverage the knowledge to use hosted services like Datadog for querying and debugging traces
    Note: Online resource; Title from title screen (viewed April 15, 2021) , Mode of access: World Wide Web.
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  • 28
    Online Resource
    Online Resource
    [Erscheinungsort nicht ermittelbar] : Pragmatic AI Solutions | Boston, MA : Safari
    Language: English
    Pages: 1 online resource (1 video file, approximately 44 min.)
    Edition: 1st edition
    Keywords: Electronic videos ; local
    Abstract: Python exceptions are exceptional at helping your program take decisions. It is natural to feel the urge to catch them all and ignore them. But powerful programs can be created by learning how to leverage them in order to make robust scripts and take your coding skills to the next level. In this video, I cover several techniques that will help you improve your exception handling. Topics include: * Create a script that uses exception poorly, and then improve it * Slowly clean up broad catching exceptions to improve the script * Learn how to produce better errors from exceptions * Leverage other tools like logging to produce meaningful errors and tracebacks while keeping messages clean Follow along the repository to continue using more examples: https://github.com/alfredodeza/exceptions/
    Note: Online resource; Title from title screen (viewed April 22, 2021) , Mode of access: World Wide Web.
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  • 29
    Online Resource
    Online Resource
    [Erscheinungsort nicht ermittelbar] : Pragmatic AI Solutions | Boston, MA : Safari
    Language: English
    Pages: 1 online resource (1 video file, approximately 39 min.)
    Edition: 1st edition
    Keywords: Electronic videos ; local
    Abstract: Learn the essentials of Bash for Cloud Computing Topics include: * AWS Cloud Shell and Github Code Spaces Shell programming * Editing Bashrc * Using Vim * Using shell navigation including: cd, ls, pwd, history * editing the Bash prompt and creating simple Bash Scripts, as well as Python Virtual Environments with Bash
    Note: Online resource; Title from title screen (viewed May 6, 2021) , Mode of access: World Wide Web.
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  • 30
    Online Resource
    Online Resource
    [Erscheinungsort nicht ermittelbar] : Pragmatic AI Solutions | Boston, MA : Safari
    Language: English
    Pages: 1 online resource (1 video file, approximately 14 min.)
    Edition: 1st edition
    Keywords: Electronic videos ; local
    Abstract: Learn to think like a Venture Capitalist about your career and design for failure. Topics include: * Cost of Living * Open Source Software * Investments * Designing your 1-3 year experiences * Being proactive vs reactive
    Note: Online resource; Title from title screen (viewed April 28, 2021) , Mode of access: World Wide Web.
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  • 31
    Online Resource
    Online Resource
    [Erscheinungsort nicht ermittelbar] : Pragmatic AI Solutions | Boston, MA : Safari
    Language: English
    Pages: 1 online resource (1 video file, approximately 37 min.)
    Edition: 1st edition
    Keywords: Electronic videos ; local
    Abstract: One of the important aspects of MLOps, also known as Machine Learning Operations or Operationalizing Machine learning, is to package ML models. How exactly do you package ML models? In this video I show you exactly what that means, and go through the process of packaging an ONNX model taken from the ONNX Model Zoo. I end up with a docker container that can be shared, exposing an API that is ready to consume and perform live predictions for sentiment analysis. Topics include: * What are the concepts behind packaging Machine Learning Models * Create a sentiment analysis API tool with Flask * Define dependencies and a Dockerfile for packaging * Create a container with an ONNX model that can be deployed anywhere with an HTTP API A few resources that are helpful if you are trying to get started with SBOMs, generating them and using them to capture vulnerabilities: * The RoBERTa ONNX Model * Schema labeling concetps for Docker containers * The Practical MLOps code respository full of examples
    Note: Online resource; Title from title screen (viewed May 27, 2021) , Mode of access: World Wide Web.
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  • 32
    Online Resource
    Online Resource
    [Erscheinungsort nicht ermittelbar] : Pragmatic AI Solutions | Boston, MA : Safari
    Language: English
    Pages: 1 online resource (1 video file, approximately 36 min.)
    Edition: 1st edition
    Keywords: Electronic videos ; local
    Abstract: Apply DevOps principles to Jenkins by automating tasks using the Jenkins API with Python. Create a powerful command-line tool with the Click framework to harness the API and trigger remote jobs with a simple invocation. Using code (and Python in this case) to automate frequent tasks is an import DevOps principle that you should apply whenever possible. Some of the concepts in this video are covered in the Python For DevOps book. Learn how to identify core concepts when trying to automate something like Jenkins, like identifying the API access, authorization, and the possibility of finding a helper library to make things easier. your Machine Learning model by following core best-practices of MLOps. Topics include: * Setup a main Jenkins instance with Docker, using the official Jenkins LTS image. * Create a user with an API token, so that it is authorized to operate Jenkins. * Use a Jupyter notebook to try out the API using Python and figure out concepts that can be applied later * Create a command-line tool using the Click framework to quickly trigger Jenkins jobs. Useful links: * Jenkins LTS Docker image documentation * Official Jenkins LTS Docker image * Python-Jenkins library documentation * Python-Jenkins Library * Python for DevOps Book
    Note: Online resource; Title from title screen (viewed August 2, 2021) , Mode of access: World Wide Web.
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  • 33
    Online Resource
    Online Resource
    [Erscheinungsort nicht ermittelbar] : Pragmatic AI Solutions | Boston, MA : Safari
    Language: English
    Pages: 1 online resource (1 video file, approximately 1 hr., 27 min.)
    Edition: 1st edition
    Keywords: Electronic videos ; local
    Abstract: Learn the foundations of MLOPs Topics include: * Linux and Bash * AWS Cloud9 and AWS Cloud Shell and other Cloud Topics * The intuition behind MLOps techniques: optimization, gradient descent and data science.
    Note: Online resource; Title from title screen (viewed August 7, 2021) , Mode of access: World Wide Web.
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  • 34
    Online Resource
    Online Resource
    [Erscheinungsort nicht ermittelbar] : Pragmatic AI Solutions | Boston, MA : Safari
    Language: English
    Pages: 1 online resource (1 video file, approximately 27 min.)
    Edition: 1st edition
    Keywords: Electronic videos ; local
    Abstract: Packaging in Python has always been polarizing. From complicated beginnings where you couldn't uninstall libraries, to virtualenv that allows you to work in a self-contained environment that can be thrown away. In this video, I'll present an introduction to Conda, and to a chanel-specific variation of it that is maintained by the community called miniforge. If you are looking for a way to get scientific packages for the new Apple M1 silicon, this video will also help you out get everything sorted, including installing versions of Python that are pre-packaged and ready for data science tasks. Topics include: * Install Conda by using the community version called miniforge. * Use conda to install a specific version of Python, without system installs * Find more about the differences between virtualenv, pip, and conda * Install data science libraries in the new Apple M1 silicon Useful links: * Conda documentation * Conda Forge community documentation * Conda miniforge project
    Note: Online resource; Title from title screen (viewed August 18, 2021) , Mode of access: World Wide Web.
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  • 35
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    Online Resource
    [Erscheinungsort nicht ermittelbar] : Pragmatic AI Solutions | Boston, MA : Safari
    Language: English
    Pages: 1 online resource (1 video file, approximately 1 hr., 23 min.)
    Edition: 1st edition
    Keywords: Electronic videos ; local
    Abstract: A walkthrough of Chapter 5 of the O'Reilly book Practical MLOps. Topics include: * Getting models into production * Feature Store vs Data Warehouse * AutoML * MLOps * DataOps * ML Platforms * Sagemaker * Continuous Integration and Continuous Deployment * MLOps cookbook * ML Engineering * Data Engineering * Spark * GCP * Azure * Containers * Kaizen
    Note: Online resource; Title from title screen (viewed August 14, 2021) , Mode of access: World Wide Web.
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    Language: English
    Pages: 1 online resource (1 video file, approximately 60 min.)
    Edition: 1st edition
    Keywords: Electronic videos ; local
    Abstract: Get started with Vim in this one-hour video. Everything you need to know to get up and running quickly. Topics include: * Opening, saving, and quiting files * Basic movements and operations, like copying and deleting * Updating the .vimrc configuration file for customization * Installing plugins and further customization
    Note: Online resource; Title from title screen (viewed January 8, 2021) , Mode of access: World Wide Web.
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    Language: English
    Pages: 1 online resource (1 video file, approximately 34 min.)
    Edition: 1st edition
    Keywords: Electronic videos ; local
    Abstract: AWS Solutions Architect Certification In ONE HOUR!
    Note: Online resource; Title from title screen (viewed January 14, 2021) , Mode of access: World Wide Web.
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    [Erscheinungsort nicht ermittelbar] : Pragmatic AI Solutions | Boston, MA : Safari
    Language: English
    Pages: 1 online resource (1 video file, approximately 56 min.)
    Edition: 1st edition
    Keywords: Electronic videos ; local
    Abstract: Get started with Docker and building powerful containers in this one-hour video. From the basics of containers, and its differences with virtual machines, to interactive commands and containerization of applications. Everything you need to know to get up and running quickly to use containers and grasp docker concepts. Topics include: * An introduction to containers and their differences with Virtual Machines * Start, stop, and manage containers. * Map container ports to local ports, mount volumes, and other startup flags for container images. * Get access to running containers to interactively debug a service like Nnginx. * Build a Python application with a Dockerfile, and deploy it running the latest Python version.
    Note: Online resource; Title from title screen (viewed January 28, 2021) , Mode of access: World Wide Web.
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    [Erscheinungsort nicht ermittelbar] : Pragmatic AI Solutions | Boston, MA : Safari
    Language: English
    Pages: 1 online resource (1 video file, approximately 1 hr., 2 min.)
    Edition: 1st edition
    Keywords: Electronic videos ; local
    Abstract: Get started with Github and Github Actions in this introductory video to GitOps concepts, by building a container, setting some Github Actions to prevent problems, and finally, push to DockerHub in a fully automated way. These concepts are critical to get automation best-practices in place with Github. Particularly useful when collaborating with others and trying to run automated checks on Dockerfiles and git repos. Topics include: * Create a new Github repository * Enable Github Actions checks and steps for a new repository. * Find a Github Action to lint and check a Dockerfile to prevent issues before merging on pull requests. * Add Github Secrets and reuse them in a Github Action * Validate that a container builds correctly, and automatically push to dockerhub
    Note: Online resource; Title from title screen (viewed February 12, 2021) , Mode of access: World Wide Web.
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    Language: English
    Pages: 1 online resource (1 video file, approximately 1 hr., 44 min.)
    Edition: 1st edition
    Keywords: Electronic videos ; local
    Abstract: Python Devops in TWO HOURS!
    Note: Online resource; Title from title screen (viewed January 27, 2021) , Mode of access: World Wide Web.
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    Language: English
    Pages: 1 online resource (1 video file, approximately 44 min.)
    Edition: 1st edition
    Keywords: Electronic videos ; local
    Abstract: Zero to One: AWS Lambda with SAM and Python in One Hour. Learn to use AWS Cloud9 to develop serverless applications with Python and SAM (Serverless Application Model) Topics include: * Building a Lambda inside of Cloud9 * Deploying a containerized service to Amazon ECR and AWS Lambda * Invoking API Gateway based AWS Lambda services using sam invoke and AWS Cloud9
    Note: Online resource; Title from title screen (viewed April 3, 2021) , Mode of access: World Wide Web.
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    Language: English
    Pages: 1 online resource (1 video file, approximately 22 min.)
    Edition: 1st edition
    Keywords: Electronic videos ; local
    Abstract: Learn to use Google AutoML Vision to train models with out writing code. Topics include: * Google AutoML Vision with Corel.AI * Core ML * Tensorflow Lite * Edge Inference * MLOps for Edge Computer Vision
    Note: Online resource; Title from title screen (viewed April 27, 2021) , Mode of access: World Wide Web.
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    Language: English
    Pages: 1 online resource (1 video file, approximately 59 min.)
    Edition: 1st edition
    Keywords: Electronic videos ; local
    Abstract: The Go programming language is becoming more popular these days with cloud-native applications and the Kubernetes ecosystem. If you are coming from Python, you will find yourself surprised to see similar patterns, while at the same time see some things that are missing or plain impossible with Go. In this course, I will introduce you to some of the basics of Golang from a Python perspective, so that you can reduce the friction trying to learn it. Topics include: * Packages, imports and variable definitions * From lists to arrays and slices * From Python dictionaries to Go maps * Looping on data structures, retrieving and adding values or items * Error handling, and the surprising fact that there aren't any tracebacks or exceptions in Go A few resources that are helpful if you are trying to learn Go, some of them covered in the course: * Visual Studio Code for Go * The Go playground * An (interactive) tour of Go
    Note: Online resource; Title from title screen (viewed May 5, 2021) , Mode of access: World Wide Web.
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    [Erscheinungsort nicht ermittelbar] : Pragmatic AI Solutions | Boston, MA : Safari
    Language: English
    Pages: 1 online resource (1 video file, approximately 37 min.)
    Edition: 1st edition
    Keywords: Electronic videos ; local
    Abstract: Learn to AWS Sagemaker Autopilot from zero and deploy a model to production.
    Note: Online resource; Title from title screen (viewed June 29, 2021) , Mode of access: World Wide Web.
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    [Erscheinungsort nicht ermittelbar] : Pragmatic AI Solutions | Boston, MA : Safari
    Language: English
    Pages: 1 online resource (1 video file, approximately 1 hr., 11 min.)
    Edition: 1st edition
    Keywords: Electronic videos ; local
    Abstract: Learn to get started on the right setup on your first day as a data scientist or business analytics professional. Topics include: * Business Analytics * Data Science * Google Colab * Jupyter * Github Actions and Github Codespaces * Continuous Integration and Delivery * EDA * GCP * AWS * Azure
    Note: Online resource; Title from title screen (viewed August 28, 2021) , Mode of access: World Wide Web.
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    Language: English
    Pages: 1 online resource (1 video file, approximately 1 hr., 3 min.)
    Edition: 1st edition
    Keywords: Electronic videos ; local
    Abstract: Get started building powerful Command-line Tools with Python. From a single file with no dependencies to packaging and publishing your tool on the Python Package Index. Everything you need to know to get up and running quickly to create Python command-line tools. Topics include: * An introduction to Python scripts and Python packaging * Declare dependencies and package your script for installing and sharing. * Use argparse or upgrade to a more powerful framework like Click * Add flags, options and arguments to fine-tune and control your command-line tool
    Note: Online resource; Title from title screen (viewed January 22, 2021) , Mode of access: World Wide Web.
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    [Erscheinungsort nicht ermittelbar] : Pragmatic AI Solutions | Boston, MA : Safari
    Language: English
    Pages: 1 online resource (1 video file, approximately 1 hr., 3 min.)
    Edition: 1st edition
    Keywords: Electronic videos ; local
    Abstract: Get started with Machine Learning and Auto ML using Azure ML Studio easily building powerful models and deploy them in a scalable environment. Everything you need to know to get up and running quickly in Machine Learning using Azure, from datasets to containerized deployments and data validation. Topics include: * An introduction to Azure ML Studio and AutoML * Import datasets and version them within Azure - even from remote locations like Github * Create compute clusters for training and live inferencing * Select models for deployment into Kubernetes or Docker Container instances * Practice MLOps, operationalizing a deployed model with logs and metrics via Application Insights * Consume a live endpoint with a deployed model over an HTTP API * Use the generated Swagger files to grasp the HTTP endpoints
    Note: Online resource; Title from title screen (viewed February 4, 2021) , Mode of access: World Wide Web.
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    [Erscheinungsort nicht ermittelbar] : Pragmatic AI Solutions | Boston, MA : Safari
    Language: English
    Pages: 1 online resource (1 video file, approximately 54 min.)
    Edition: 1st edition
    Keywords: Electronic videos ; local
    Abstract: Learn to do Data Science with Python, Pandas and Colab Notebook in one hour! This video lesson takes you through a Covid-19 Dataset from the NyTimes and shows you how to explore it. The libraries involved include: Pandas, Colab, Plotly, sklearn, numpy and matplotlib. A suggested structure for Data Science projects is included: Ingest, EDA, Modeling and Conclusion. Finally, the course wraps up with how to integrate Cloud based business analytics including the following tools. AWS Cloud9, IPython, AWS Rekognition, AWS Translate and AWS Comprehend. These solutions are explored with both boto3 and the AWS Console. Follow along with the Github Resource: https://github.com/paiml/minimal-python/blob/master/Chapter7_data_science.ipynb
    Note: Online resource; Title from title screen (viewed February 6, 2021) , 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: Learn to use AWS Elastic Beanstalk to deploy a Flask application. This tutorial covers Continuous Delivery of a Python Flask application using AWS Code Build. Elastic Beanstalk is a PAAS (Platform as a Service) that has powerful tools and integrations. This video course covers building out an development environment in Cloud9, a Makefile system and then finally, a full fledged CI/CD pipeline using Pylint and AWS Code Build of a Flask API. Follow along with the Github Resource: https://github.com/nogibjj/Flask-Elastic-Beanstalk.
    Note: Online resource; Title from title screen (viewed February 3, 2021) , Mode of access: World Wide Web.
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    [Erscheinungsort nicht ermittelbar] : Pragmatic AI Solutions | Boston, MA : Safari
    Language: English
    Pages: 1 online resource (1 video file, approximately 26 min.)
    Edition: 1st edition
    Keywords: Electronic videos ; local
    Abstract: Learn to debug Python code quickly! Topics include: * Continuous Integration * Python Debugger: PDB * Debugging with print statements * Debugging with IPython * Using pylint and pytest to debug code
    Note: Online resource; Title from title screen (viewed April 14, 2021) , Mode of access: World Wide Web.
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    [Erscheinungsort nicht ermittelbar] : Pragmatic AI Solutions | Boston, MA : Safari
    Language: English
    Pages: 1 online resource (1 video file, approximately 1 hr., 18 min.)
    Edition: 1st edition
    Keywords: Electronic videos ; local
    Abstract: Learn to use Google AutoML to build a computer vision prediction model via their Qwiklabs website. Later, compare Apple's CreateML with the same data set and build an AutoML prediction model that deploy to the edge. Topics include: * Google AutoML * Apple CreateML * Apple CoreML * Computer Vision * Cloud Computing * Single label image classification * Using AutoML as a prototyping Tool * Edge Computer Vision Models
    Note: Online resource; Title from title screen (viewed May 15, 2021) , Mode of access: World Wide Web.
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    [Erscheinungsort nicht ermittelbar] : Pragmatic AI Solutions | Boston, MA : Safari
    Language: English
    Pages: 1 online resource (1 video file, approximately 32 min.)
    Edition: 1st edition
    Keywords: Electronic videos ; local
    Abstract: What is an SBOM (Software Bill Of Materials) and why should you care? An SBOM is a critical cybersecurity component to keep track and catalog what is installed (and at what versions) in production environments. With recent cybersecurity threats, SBOMs play an important role to implement a remediation strategy when threats and vulnerabilities are reported. Without an SBOM, it is borderline impossible to detect what exactly is released into production, and what may be vulnerable today. Topics include: * Understand the concepts behind an SBOM * Create an SBOM and use different output formats like CycloneDX to import into other systems * Use an SBOM to detect CVE and other vulnerabilities associated with installed software * Capture information about pre-installed system dependencies and nested dependencies * Use CycloneDX and other machine-readable formats like JSON to import outputs into other systems A few resources that are helpful if you are trying to get started with SBOMs, generating them and using them to capture vulnerabilities: * A simple, user-friendly SBOM generator: Syft * A fast vulnerability matcher that uses SBOMs as input: Grype * The CycloneDX format
    Note: Online resource; Title from title screen (viewed May 18, 2021) , Mode of access: World Wide Web.
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    [Erscheinungsort nicht ermittelbar] : Pragmatic AI Solutions | Boston, MA : Safari
    Language: English
    Pages: 1 online resource (1 video file, approximately 1 hr., 23 min.)
    Edition: 1st edition
    Keywords: Electronic videos ; local
    Abstract: Learn to use the AWS (Amazon Web Services) platfrom to perform Computer Vision with the Python Language. This video course takes you from zero and introduces you to using the AWS Rekognition Console, AWS Cloud Shell and AWS Cloud9 environment to build computer vision solutions. Topics include: * Using AWS Rekognition to do Celebrity Recognition, Text Detection, PPE Detection and Image Labeling * Setting up AWS Cloud Shell to use the AWS SDK * Doing S3 copies with the AWS command-line SDK * Setting up AWS Cloud9 for development * Configuring bashrc file for use with Python * Using IPython with the AWS Boto3 SDK * Using Python Click to create command-line tools with colorized output * Using Github Actions to test and lint a computer vision project
    Note: Online resource; Title from title screen (viewed May 9, 2021) , Mode of access: World Wide Web.
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    [Erscheinungsort nicht ermittelbar] : Pragmatic AI Solutions | Boston, MA : Safari
    Language: English
    Pages: 1 online resource (1 video file, approximately 36 min.)
    Edition: 1st edition
    Keywords: Electronic videos ; local
    Abstract: Learn to use MLOPs methodology to build applied computer vision solutions. Topics include: * Apple CreateML * AutoML * Image Classification * Kaizen * Computer Vision
    Note: Online resource; Title from title screen (viewed April 30, 2021) , Mode of access: World Wide Web.
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    [Erscheinungsort nicht ermittelbar] : Pragmatic AI Solutions | Boston, MA : Safari
    Language: English
    Pages: 1 online resource (1 video file, approximately 40 min.)
    Edition: 1st edition
    Keywords: Electronic videos ; local
    Abstract: Use FastAPI to expose an HTTP API for fast live predictions using an ONNX Machine Learning Model. FastAPI is a Python web framework that provides easy development of documented HTTP APIs by offering self-documented endpoints with Swagger - a tool to describe, document, and use RESTful web services. Learn how to quickly put together an API which validates requests, and self-documents its endpoints using OpenAPI via Swagger. Quickly produce a robust interface for others to consume your Machine Learning model by following core best-practices of MLOps. Parts of this video cover the basics of packaging Machine Learning models, as covered in the Practical MLOps book. Topics include: * Create a Python project to serve live predictions using FastAPI * Use a Dockerfile to package the model and the API using Docker containerization * With minimal Python code, expose an ONNX model to perform sentiment analysis over an HTTP endpoint * Dynamically interact with the API using the self-documented endpoint in the container. Useful links: * Demo Github Repository with sample code * Practical MLOps book * FastAPI Intro tutorial * RoBERTa ONNX Model for sentiment analysis
    Note: Online resource; Title from title screen (viewed July 16, 2021) , Mode of access: World Wide Web.
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    [Erscheinungsort nicht ermittelbar] : Pragmatic AI Solutions | Boston, MA : Safari
    Language: English
    Pages: 1 online resource (1 video file, approximately 46 min.)
    Edition: 1st edition
    Keywords: Electronic videos ; local
    Abstract: A walkthrough of Chapter 1 of the O'Reilly book Practical MLOps. Topics include: * DevOps * MLOps * DataOps * ML Platforms * Sagemaker * Continuous Integration and Continuous Deployment * MLOps cookbook * ML Engineering * Data Engineering * Spark * GCP * Azure * Containers * Kaizen
    Note: Online resource; Title from title screen (viewed July 31, 2021) , Mode of access: World Wide Web.
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    Language: English
    Pages: 1 online resource (1 video file, approximately 25 min.)
    Edition: 1st edition
    Keywords: Electronic videos ; local
    Abstract: Topics include: * Solar * Tesla * Nest * Smart Home * Time of Use * Net metering * Battery Backup * EV (electric vehicle) * Artificial Intelligence * Level 1 Charging * Level 2 Charging * Level 3 Charging
    Note: Online resource; Title from title screen (viewed July 25, 2021) , Mode of access: World Wide Web.
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    [Erscheinungsort nicht ermittelbar] : Pragmatic AI Solutions | Boston, MA : Safari
    Language: English
    Pages: 1 online resource (1 video file, approximately 43 min.)
    Edition: 1st edition
    Keywords: Electronic videos ; local
    Abstract: Learn to ruthlessly scrape data using APIs you discover as well as cut and paste. Topics include: * Business Analytics * Data Science * Google Colab * Jupyter * Scraping * Cut and Paste * Google Sheets * Cleaning Data * Using Pandas with found data * Using the Twitter and Pandas API
    Note: Online resource; Title from title screen (viewed September 4, 2021) , Mode of access: World Wide Web.
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    [Erscheinungsort nicht ermittelbar] : Pragmatic AI Solutions | Boston, MA : Safari
    Language: English
    Pages: 1 online resource (1 video file, approximately 59 min.)
    Edition: 1st edition
    Keywords: Electronic videos ; local
    Abstract: Learn to build Computer Vision MVPs quickly using AutoML. Topics include: * Getting models into production * Apple Create ML * Google Vertex AI * Image Classification * CoreML * Tensorflow * Rapid Prototyping * GCP * Azure * Containers * Kaizen
    Note: Online resource; Title from title screen (viewed August 28, 2021) , Mode of access: World Wide Web.
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    [Erscheinungsort nicht ermittelbar] : Pragmatic AI Solutions | Boston, MA : Safari
    Language: English
    Pages: 1 online resource (1 video file, approximately 16 min.)
    Edition: 1st edition
    Keywords: Electronic videos ; local ; Electronic videos
    Abstract: It is essential to have a strategy defined when figuring out your career. Starting out is difficult. Regardless what your background is, you need to have a clear idea how to get to your dream job. Even if you are not in technology and want a data-science position, you have to have a clear path towards data-science. In this video I'll cover some of the stories that allowed me to gain perspective in my career in tech, along with some advice that can help you out. Topics include: * Find some techniques to define your career and next steps * Design a custom strategy to help answer career questions * Accurately determine what might be a good job or position Useful links: * Start a career in Tech * Learn Python from scratch
    Note: Online resource; Title from title screen (viewed September 13, 2021) , Mode of access: World Wide Web.
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    [Erscheinungsort nicht ermittelbar] : Pragmatic AI Solutions | Boston, MA : Safari
    Language: English
    Pages: 1 online resource (1 video file, approximately 2 hr., 30 min.)
    Edition: 1st edition
    Keywords: Electronic videos ; local
    Abstract: Learn to master key components of Python functions. Topics include: * Input, Output and Unit of Work * Decorators, Yield Statements, Generators, Closures and Nested Functions * Using Github Codespaces and Github Actions * Building Command-line tools * Microservices including Flask and FastAPI * Using AWS Cloud9 along side AWS App Runner
    Note: Online resource; Title from title screen (viewed September 3, 2021) , Mode of access: World Wide Web.
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    [Erscheinungsort nicht ermittelbar] : Apress | Boston, MA : Safari
    ISBN: 9781484256718
    Language: English
    Pages: 1 online resource (1 video file, approximately 41 min.)
    Edition: 1st edition
    Keywords: Electronic videos ; local
    Abstract: Are you interested in Arduino and electronics, but aren't sure how to get started? Beginning with no assumed knowledge, we will cover the basic set up for the Arduino and the Arduino IDE, as well as a few components and how to use them. This video will equip you with enough base knowledge to empower you to start exploring on your own. The goal of this video is for those with no electronics knowledge or experience to have a fun introduction to Ardunio and see the magic in getting that first LED blinking. This video avoids getting bogged down in technical terms and is perfect for those who don't want to decipher intense documentation to jump start their electronics journey. What You Will Learn Gain the core concepts of microcontrollers and Arduinos Set up your user environment space Work with code basics such as important commands, running your first program, and understanding sample code Use a breadboard, Arduino pins, LEDs, servos, and buttons Apply what you've learned to future projects Who This Video Is For Assuming no prior knowledge, this video is aimed at anyone interested in Arduino and electronics, but isn't sure how to get started.
    Note: Online resource; Title from title screen (viewed January 8, 2020)
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    ISBN: 9781484257616
    Language: English
    Pages: 1 online resource (1 video file, approximately 1 hr., 8 min.)
    Edition: 1st edition
    Keywords: Electronic videos ; local
    Abstract: Learn what you need to know to manage a command-line interface with a powerful new twist using Bash on Ubuntu on Windows. This video shows you that Windows Subsystem for Linux is an exciting new technology that allows Windows users to run Linux applications right on their Windows desktop without virtual machines or complicated setup. Exploring the Linux command line or testing exciting web technologies becomes a breeze. You will learn basic operating system concepts, how Windows and Linux are different, how to install Windows Subsystem for Linux and Ubuntu on Windows using the Windows Store, and how to navigate the command line and install and maintain Linux software in a secure manner. You will be able to use the Linux command line; recognize various error messages; use Windows to execute instructions found in books and web forums; and develop documentation to set up and work with web frameworks that assume the user is running Linux. Text software interfaces can be intimidating when first encountered by novice users, and expert users may be more familiar with DOS-style text commands. This video clearly and calmly explains what is happening when the screen fills up with text or when no response is given, helping to take the confusion out of the text experience. What You Will Learn Install Windows Subsystem for Linux Understand how Windows and Linux can fit together Use command-line basics Manage software Work with Files Who This Video Is For Those who want to use Linux on their Windows desktop to work with Linux software.
    Note: Online resource; Title from title screen (viewed January 10, 2020)
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    [Erscheinungsort nicht ermittelbar] : Pragmatic AI Solutions | Boston, MA : Safari
    Language: English
    Pages: 1 online resource (1 video file, approximately 5 hr., 29 min.)
    Edition: 1st edition
    Keywords: Electronic videos ; local
    Abstract: Join #onemillion2021, where one million students learn Cloud, Data, and Python skills globally by 2021. This course takes a user on a journey to understand and then master the AWS Cloud. This material exists in many forms at top universities around the world. This material has adjusted to the unique properties of the O'Reilly platform. Many techniques will also prepare a student interested in Python, Data Science, Data Engineering, or Machine Learning to use the AWS cloud in those domains. Some of the hands-on demos include: How to build websites using: AWS S3, AWS Lambda, and AWS EC2 Instances How to use AWS Spot Instances and run machine learning workloads How to write simple Python functions and deploy them using AWS Lambda How to create AWS S3 buckets and synchronize data to them How to use AWS Cloud9 to develop software and interact with the AWS Cloud How to create a user account in AWS IAM How to manage billing and set up alerts to protect you from unexpected charges
    Note: Online resource; Title from title screen (viewed December 6, 2020) , Mode of access: World Wide Web.
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    [Erscheinungsort nicht ermittelbar] : Pragmatic AI Solutions | Boston, MA : Safari
    Language: English
    Pages: 1 online resource (1 video file, approximately 3 hr., 11 min.)
    Edition: 1st edition
    Keywords: Electronic videos ; local
    Abstract: There are already good introductory lessons for testing Python with Pytest. But there are important concepts for functional and integration testing that require detailed explanations. In this course, you’ll have a better grasp on solving a complex test matrix with ease, including highly functional tests with databases, web services, and containers. We will go from basic test runs that although sufficient, aren’t really helping us in the case of failure, all the way to adding advanced techniques expanding on the framework. All of these changes live, debugging as we make progress.
    Note: Online resource; Title from title screen (viewed December 5, 2020) , Mode of access: World Wide Web.
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    [Erscheinungsort nicht ermittelbar] : Skylines Academy, LLC | Boston, MA : Safari
    Language: English
    Pages: 1 online resource (1 video file, approximately 4 hr., 13 min.)
    Edition: 1st edition
    Keywords: Electronic videos ; local ; Electronic videos
    Abstract: Welcome to the NEW Skylines Academy GCP Associate Cloud Engineer 2020 course! The cloud computing market is one of the fastest growing with some of the most in-demand skillsets today. With the realization that people need to get up-to-speed on how to administer and develop services with Google Cloud Platform (GCP), Google has a full portfolio of certifications which can now be achieved by IT professionals. In the GCP Certification Course: Associate Cloud Engineer, you will learn how to effectively manage GCP solutions and deploy apps, all while monitoring your operations. During your journey, Skylines Academy will lead you through a series of sections, lectures, and demos to prepare you for taking, and ultimately passing, the GCP Associate Cloud Engineer exam. Lectures will educate you on the fundamental terms and principles of GCP and demos will enable you with a hands-on experience using scenarios to empower you in the real world. What you will learn: Know how to implement infrastructure solutions in GCP What you need to pass the GCP Associate Cloud Engineer Certification Exam Core GCP fundamentals Get started on your journey to becoming a GCP Associate Cloud Engineer Course Requirements: You should have a foundational knowledge cloud computing concepts: network, storage, compute, etc. You do not need to know any specific code. Course Curriculum: Course Introduction Cloud Computing Introduction Google Cloud Overview Project Accounts and Billing Identity and Access Management (IAM) Networking Google Compute Engine Google App Engine Storage and Database Services Automation with GCP This course includes all the information you need to accelerate your learning in the most efficient way possible. So what are you waiting for? Sign up today and get ahead with GCP!
    Note: Online resource; Title from title screen (viewed January 13, 2020)
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    [Erscheinungsort nicht ermittelbar] : Addison-Wesley Professional | Boston, MA : Safari
    Language: English
    Pages: 1 online resource (1 video file, approximately 9 hr., 40 min.)
    Edition: 1st edition
    Keywords: Electronic videos ; local
    Abstract: Sneak Peek The Sneak Peek program provides early access to Pearson video products and is exclusively available to Safari subscribers. Content for titles in this program is made available throughout the development cycle, so products may not be complete, edited, or finalized, including video post-production editing.
    Note: Online resource; Title from title screen (viewed January 8, 2020)
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    [Erscheinungsort nicht ermittelbar] : Addison-Wesley Professional | Boston, MA : Safari
    Language: English
    Pages: 1 online resource (1 video file, approximately 4 hr., 11 min.)
    Edition: 1st edition
    Keywords: Electronic videos ; local
    Abstract: 4+ Hours of Video Instruction Overview Cloud computing has revolutionized the IT industry over the past decade. Now that the dust is settling, IT professionals are beginning to realize that the roles, responsibilities, and practices that previously made sense need to be re-examined. Developing Infrastructure as Code with Terraform LiveLessons lays out the road ahead and teaches cutting-edge tools and practices to quickly bring existing skills up to date or to jump-start a novice career. Infrastructure as Code (IaC) dissolves the boundaries between Dev and Ops to the point where infrastructure engineering is now a software development discipline. That's where this LiveLessons course comes in. Description Modern software development in the cloud has spurred myriad advances in efficiency for developers. Now, infrastructure engineers can leverage many of the same tools and practices to deploy reliable infrastructure. This course shows how to successfully integrate Infrastructure as Code (IaC) into your test and deployment pipelines. This LiveLessons course introduces the philosophy behind IaC and covers how to implement IaC in your own environment using Terraform. Robert Jordan illustrates the critical tools and practices to successfully implement IaC in a collaborative production environment. Developers and Ops clientele will learn how to integrate IaC into test and deployment pipelines, how to enforce code review for infrastructure changes, and how to manage infrastructure change. The video combines PowerPoint slides, interactive web demonstrations, and code illustration. About the Instructor Robert Jordan has been designing, implementing, and deploying production applications for some of the world's largest media and scientific customers for more than 20 years. Throughout that time, he has successfully led projects on all major cloud platforms and is currently certified on both AWS and GCP platforms. He is also a co-founder of Pragmatic AI Labs. Skill Level Beginner to Intermediate What You Will Learn Learn how to Build and test cloud infrastructure Create reproducible, immutable infrastructure with code Master industry-leading software Terraform Implement collaborative IaC teams Learn to perform real-world deployment scenarios, including Collaborative IaC development Deployment stages (e.g., dev/stage/prod) Testing and debugging Terraform deployment Who Should Take This Course Infrastructure Engineers System Architects Software Engineers En...
    Note: Online resource; Title from title screen (viewed January 14, 2020)
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    [Erscheinungsort nicht ermittelbar] : IT Revolution Press | Boston, MA : Safari
    Language: English
    Pages: 1 online resource (1 video file, approximately 9 hr., 20 min.)
    Edition: 1st edition
    Keywords: Electronic videos ; local
    Abstract: Agile, Lean, and DevOps approaches are radical game-changers. They provide a fundamentally different way to think about how IT fits into the enterprise, how IT leaders lead, and how IT can harness technology to accomplish the objectives of the enterprise. But honest and open conversations are not taking place at the interface between management and Agile delivery teams. In A Seat at the Table, CIO Mark Schwartz explores the role of IT leadership as it is now and the role of IT leadership as it should be-an integral part of the value creation engine. Asking two critical questions, how can IT harness Agility to achieve the best value for the enterprise and how can IT redefine its relationship with the enterprise to maximize this value, and in the process, earn that seat at the table, Schwartz shows that the only way to become an Agile IT leader in today's world is to be courageous-to throw off many of the attitudes and assumptions that have left CIOs struggling to gain a seat at the table, to proceed in bold strokes, and to lead the enterprise in seizing opportunities to create business value through technology.
    Note: Online resource; Title from title screen (viewed January 31, 2020)
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    [Erscheinungsort nicht ermittelbar] : Apress | Boston, MA : Safari
    ISBN: 9781484256473
    Language: English
    Pages: 1 online resource (1 video file, approximately 1 hr., 26 min.)
    Edition: 1st edition
    Keywords: Electronic videos ; local
    Abstract: This brief course will introduce you to data APIs and third-party Python libraries. It provides hands-on examples on procuring, cleaning, and analyzing data, allowing you to learn how Python can be leveraged to enhance your statistical analysis. You will make use of NumPy, pandas, and Matplotlib for visualizations and also go through forecasting techniques used in technical analysis. After gaining insights on data transformation, you will learn to estimate derivative values using Monte Carlo simulation. Transforming data into information will give you ideas that can be used to take short-term investment decisions. In conclusion, you will use statistical and technical techniques for analyzing security price movement. What You Will Learn Create financial application programming interfaces Use NumPy, pandas, and Matplotlib for data analysis and visualization Apply forecasting techniques to predict derivative values Extract and transform data in Python Who This Video Is For Experienced Python developers who'd like to leverage the power of Python for financial data analysis and security.
    Note: Online resource; Title from title screen (viewed January 7, 2020)
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    [Erscheinungsort nicht ermittelbar] : Pragmatic AI Solutions | Boston, MA : Safari
    Language: English
    Pages: 1 online resource (1 video file, approximately 1 min.)
    Edition: 1st edition
    Keywords: Electronic videos ; local ; Electronic videos
    Abstract: Noah and Alfredo have decades of experience testing with Python in major production environments. They are the authors of the book Testing in Python and Python for DevOps (O'Reilly). Learn from the best on how to get started and advance your automation with easy examples and code to follow up.
    Note: Online resource; Title from title screen (viewed June 16, 2020) , Mode of access: World Wide Web.
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    [Erscheinungsort nicht ermittelbar] : Pearson IT Certification | Boston, MA : Safari
    ISBN: 9780135305300 , 0135305306
    Language: English
    Pages: 1 online resource (1 video file, approximately 29 hr., 50 min.)
    Edition: 1st edition
    Keywords: Internet videos ; Streaming video ; Electronic videos ; local ; Electronic videos ; Vidéo en continu ; streaming video ; Internet videos ; Streaming video ; Vidéos sur Internet
    Abstract: 26+ Hours of Video Instruction Overview CompTIA A+ Core 2 (220-1002) Complete Video Course is a unique video product that provides a solid understanding of A+ skills. The purpose of these videos is to act as quick, concise, hands-on training that is easily absorbed. In this best-selling author and instructor-led course you will get coverage of every objective and topic in the CompTIA A+ Core 2 (220-1002) exam. It is also full of hands-on demos so you can see real hardware and software presentations. David Prowse walks you through the details you need to not only pass the test but troubleshoot and fix real hardware, software, and network problems for your career. The author also includes tech tips throughout to give you insider info on troubleshooting, repair, and maintenance. This title can be used as your sole resource for learning the material needed to study for and pass the test. You can also use this as a supplement to other A+ training. There are a total of four domains that map to the main objectives of the CompTIA A+ Core 2 (220-1002) exam. These domains contain 33 lessons with video totaling more than 26 hours of hands-on demonstrations, audio instruction, animations, whiteboard training, and video screencasting. He includes hands-on configuration labs; laptop, smartphone, and device hardware labs; and live-action troubleshooting labs. The 33 video lessons are broken down into four domains and cover the following topics: Operating Systems Security Software Troubleshooting Operational Procedures About the Instructor David L. Prowse is an author, a computer specialist, and a technical trainer. He loves computer technology and enjoys sharing with others what he has learned. Over the past decade, he has authored more than a dozen titles for Pearson, including books such as CompTIA A+ Exam Cram and Security+ Cert Guide, and videos such as the A+ Complete Video Course. He has more than 20 years of technology experience spanning a variety of roles, and tries to share as much of this experience with his readers (and watchers) as possible. In addition, he has taught many computer courses including CompTIA A+, Network+, and Security+ to more than 2,000 students, both in the classroom and via the Internet. He runs a support website for all of his products at https://dprocomputer.com. Topics include Domain 1: Operating Systems Domain 2: Security Domain 3: Software Troubleshooting Domain 4: Operational Procedures Skill Level Beginne...
    Note: Online resource; Title from title screen (viewed January 2, 2020)
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    [Erscheinungsort nicht ermittelbar] : Pragmatic AI Solutions | Boston, MA : Safari
    Language: English
    Pages: 1 online resource (1 video file, approximately 6 hr., 15 min.)
    Edition: 1st edition
    Keywords: Electronic videos ; local
    Abstract: Learn how to apply the cloud, no-code/low code and data science to build cloud based business analytics solutions. This is the missing semester of an MBA that gives you just what you need to build technical solutions in the analytics space.
    Note: Online resource; Title from title screen (viewed December 6, 2020) , Mode of access: World Wide Web.
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    [Erscheinungsort nicht ermittelbar] : Pragmatic AI Solutions | Boston, MA : Safari
    Language: English
    Pages: 1 online resource (1 video file, approximately 4 hr., 60 min.)
    Edition: 1st edition
    Keywords: Electronic videos ; local
    Abstract: Learn to build solutions using Python for DevOps. Topics include serverless, microservices, GCP, AWS, Azure, Continuous Integration and Continuous Delivery.
    Note: Online resource; Title from title screen (viewed December 9, 2020) , Mode of access: World Wide Web.
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    [Erscheinungsort nicht ermittelbar] : Pragmatic AI Solutions | Boston, MA : Safari
    Language: English
    Pages: 1 online resource (1 video file, approximately 3 hr., 7 min.)
    Edition: 1st edition
    Keywords: Electronic videos ; local
    Abstract: Learn advanced testing techniques in Python, PyTest, AWS and more. Topics include: * Debugging Python * Using pdb * Using pylint * Using Github Actions for Matrix testing multiple versions of Python and Operating Systems * Using AWS specific features for testing including AWS Cloud9 AWS Code Guru and AWS Code Build * Testing Python Click Command Line Tools with PyTest
    Note: Online resource; Title from title screen (viewed December 12, 2020) , Mode of access: World Wide Web.
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    [Erscheinungsort nicht ermittelbar] : Pragmatic AI Solutions | Boston, MA : Safari
    Language: English
    Pages: 1 online resource (1 video file, approximately 1 hr., 7 min.)
    Edition: 1st edition
    Keywords: Electronic videos ; local
    Abstract: This is a one hour introduction to Python with code samples you can execute at home at the same time. Code can be executed here: https://github.com/noahgift/functional_intro_to_python/blob/master/Public_Master_SafariOnline_Day1_Part1.ipynb Subscribe to YouTube channel: https://lnkd.in/gUpprB2 You can find more content by Noah Gift at https://noahgift.com. #pragmaticai #python #tutorial
    Note: Online resource; Title from title screen (viewed December 6, 2020) , Mode of access: World Wide Web.
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    [Erscheinungsort nicht ermittelbar] : Pragmatic AI Solutions | Boston, MA : Safari
    Language: English
    Pages: 1 online resource (1 video file, approximately 1 hr., 33 min.)
    Edition: 1st edition
    Keywords: Electronic videos ; local
    Abstract: Many people wrongly believe that to program properly in Python, it is necessary to master all of its many moving parts. But the single most important part of modern Python programming - the part you should learn first - is the function. What can you do with a function? Build command-line tools, web applications, GPU programming, serverless, distributed computing, and machine learning. In the cloud and machine learning era, the function rules. In this course, you'll begin your Python journey through learning about this critically important subset of the Python language. You'll master the use of functions much more quickly by not getting bogged down with all the rest.
    Note: Online resource; Title from title screen (viewed November 3, 2020) , Mode of access: World Wide Web.
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    [Erscheinungsort nicht ermittelbar] : Pragmatic AI Solutions | Boston, MA : Safari
    Language: English
    Pages: 1 online resource (1 video file, approximately 1 hr., 54 min.)
    Edition: 1st edition
    Keywords: Electronic videos ; local
    Abstract: Get started with MLOPS. Topics include Flask Machine Learning on AWS, what MLOPS is, Azure DevOps Pipelines for MLOps and dealing with edge cases in exporting models.
    Note: Online resource; Title from title screen (viewed December 9, 2020) , Mode of access: World Wide Web.
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    [Erscheinungsort nicht ermittelbar] : Pragmatic AI Solutions | Boston, MA : Safari
    Language: English
    Pages: 1 online resource (1 video file, approximately 9 hr., 40 min.)
    Edition: 1st edition
    Keywords: Electronic videos ; local
    Abstract: Get started with Cloud Computing in Python. Topics include: Multi-Cloud, Cloud Computing Service Models, Distributed Computing in the Cloud, Cloud Computing ETL Pipelines, Serverless Soutions with the Cloud, Containers in the Cloud, and Continuous Delivery for ML Engineers
    Note: Online resource; Title from title screen (viewed December 10, 2020) , Mode of access: World Wide Web.
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    [Erscheinungsort nicht ermittelbar] : Pragmatic AI Solutions | Boston, MA : Safari
    Language: English
    Pages: 1 online resource (1 video file, approximately 7 hr., 30 min.)
    Edition: 1st edition
    Keywords: Electronic videos ; local
    Abstract: Get started with Applied Computer Vision in Python. Topics include: 1. Introduction to applied computer vision 2. Emerging Topics in applied computer vision 3. Using AI APIs 4. Using AutoML for Computer vision 5. Using Edge Computer Vision Hardware 6. Using AWS for Computer Vision with AWS DeepLens and AWS Lambda
    Note: Online resource; Title from title screen (viewed December 18, 2020) , Mode of access: World Wide Web.
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    [Erscheinungsort nicht ermittelbar] : Packt Publishing | Boston, MA : Safari
    ISBN: 9781838987183
    Language: English
    Pages: 1 online resource (1 video file, approximately 5 hr., 5 min.)
    Edition: 1st edition
    Keywords: Electronic videos ; local
    Abstract: Create stunning user interfaces across all Apple platforms with Swift 5 About This Video The flow of the course is simple and you will enjoy how complex concepts were taught in a logical sequence. In Detail Apple has just announced the biggest thing since Swift, and it is aptly named, SwiftUI. Apple changed the game with the release of Swift 5 years ago. It has helped millions of developers create amazing apps with easy to learn yet powerful clean code. SwiftUI brings that same ideal to the visual side of apps. SwiftUI helps developers by binding their User Interfaces with their data. When the data changes, so does the UI. When the UI changes, so does the data. SwiftUI is also incredibly reusable. Views you create can be reused time and time again. SwiftUI is also baked into the new Xcode 11 and uses Previews to show you in REAL TIME how your code changes will effect the look of your app. In this course we'll cover: Your First SwiftUI App Xcode Previews Views Deep Dive Data and SwiftUI Accessibility Drawing and Animation SwiftUI for MacOS, WatchOS, and tvOS SwiftUI In Existing Projects Come join and learn the biggest developer tool released since Swift! Downloading the example code for this course: You can download the example code files for this course on GitHub at the following link: https://github.com/PacktPublishing/SwiftUI---Build-Beautiful-Robust-Apps . If you require support please email: customercarepackt.com
    Note: Online resource; Title from title screen (viewed July 12, 2019)
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    [Erscheinungsort nicht ermittelbar] : Packt Publishing | Boston, MA : Safari
    ISBN: 9781838982829
    Language: English
    Pages: 1 online resource (1 video file, approximately 10 hr., 52 min.)
    Edition: 1st edition
    Keywords: Electronic videos ; local ; Electronic videos
    Abstract: SQL skills are in demand. Learn to master SQL using MySQL. Become a SQL Guru today! About This Video Learn to aggregate and analyze data using SQL functions Get up to speed with SQL using MySQL In Detail SQL is the programming language used to get data in and out of databases. Relational databases are extremely popular with companies of all sizes. Employers are also constantly searching for people with SQL skills, which is ideal if you're looking to pursue a career in this domain. In this course, you will learn how to use SQL using the MySQL relational database - one of the most popular databases in the world. You'll start by installing MySQL workbench on your computer. Next, you'll understand how to import the famous MySQL employee database into your MySQL database. Gradually, you'll get hands-on with generating SQL reports, before going on to exploring all about SQL join statements. In addition to this, you'll create table joins using database tables with millions of records. You'll discover how easy it is to use SQL to update one record or multiple records in the database. As you progress, you'll delve into using SQL sub-selects and writing advanced SQL reports against an e-commerce database. Later, you'll focus on what database transactions are, and the tools you have to control them with MySQL. The course will then take you through using SQL to create tables in your MySQL database. You'll also learn the MySQL syntax to alter existing database tables. Finally, you'll tackle challenging real-world-style assignments for SQL reporting and database maintenance tasks, along with using SQL views for common reports. By the end of this course, you will be well-versed with SQL and have the skills to use it effectively for your database management needs. Downloading the example code for this course: You can download the example code files for this course on GitHub at the following link: https://github.com/PacktPublishing/SQL-Beginner-to-Guru-MySQL-Edition---Master-SQL-with-MySQL . If you require support please email: customercarepackt.com
    Note: Online resource; Title from title screen (viewed May 29, 2019)
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    [Erscheinungsort nicht ermittelbar] : Packt Publishing | Boston, MA : Safari
    ISBN: 9781839215803
    Language: English
    Pages: 1 online resource (1 video file, approximately 6 hr., 22 min.)
    Edition: 1st edition
    Keywords: Electronic videos ; local
    Abstract: Boost your productivity by discovering the power of OneNote About This Video Discover exciting features for OneNote 2016 Learn and understand how to use the OneNote interface In Detail In today's information-driven world, effective management of your information is crucial. Microsoft OneNote 2016 for beginners is for those with no previous experience, or upgrading from a previous version of OneNote. This 6-hour course includes: Covers exciting features new for OneNote 2016. A complete explanation of the toolbars and interface. Discover how to use the OneNote interface. Organize notes and other information into a virtual junk drawer. Explore the Ribbon interface and how to work with touch devices. Learn how to create and manage notes. Discover how to effectively insert images and screen clippings. Explore the benefits of using tables to help organize your information. Discover how to protect your notes. Downloading the example code for this course: You can download the example code files for this course on GitHub at the following link: https://github.com/PacktPublishing/Microsoft-OneNote-2016 . If you require support please email: customercarepackt.com
    Note: Online resource; Title from title screen (viewed August 1, 2019)
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    [Erscheinungsort nicht ermittelbar] : Packt Publishing | Boston, MA : Safari
    ISBN: 9781838982652
    Language: English
    Pages: 1 online resource (1 video file, approximately 4 hr., 31 min.)
    Edition: 1st edition
    Keywords: Electronic videos ; local
    Abstract: Work with Tables, Partition, Indexes, Encryption, and Database Administration - in the AWS Cloud with AWS DynamoDb About This Video Learn with the help of demo tutorials Become an expert in AWS DynamoDB with this step-by-step tutorial In Detail With a rise in the demand for database administrators, there is already a serious shortage of hirable talent. Simply put, there's a massive opportunity for you to get equipped with the right skillset so that you can join talent-hungry large fintech companies or startups and be at the forefront of global innovation. You can even launch unique businesses or application development services for the next generation or enjoy plush paying cool projects powered by DynamoDB database. Whatever your choice may be, AWS DynamoDB will be your key to financial success and the growth of the community as a whole! Why AWS DynamoDB? Over the years, NoSQL databases have gained high popularity. DynamoDB is a trending NoSQL database that can be used for a variety of application workloads. Be it a web application, a backend application, or a mobile application, DynamoDB can offload all your administrative work, as it is completely managed by AWS. Most companies use DynamoDB to power their products at scale, and a huge number of AWS customers use it for mobile, web, gaming, ad tech, IoT, and many other applications that require a low-latency data access. Furthermore, big companies like Netflix, Expedia, Comcast, and Redfin use DynamoDB as their NoSQL database storage. Now you know why it's important to learn DynamoDB! What sets us apart? This AWS DynamoDB course does not assume any expertise in databases. We give you step-by-step instructions, handholding you through all the exercises, so you can follow along and understand exactly how DynamoDB and NoSQL databases come together. Practical demo tutorials: Where most courses simply bombard you with dense theory and set you on your way, we believe in developing a deep understanding of not only what you're doing, but also why you're doing it. This course focuses on building your understanding of the inner working of DynamoDB. Real-world knowledge: This course is designed to pass on our experience of working with real startups and projects, along with insights into the problems that engineers and architects face. Each module is comprised of in-depth demos and walkthroughs to help you develop the skills to build your own application powered by DynamoDB. Practice truly does make per...
    Note: Online resource; Title from title screen (viewed July 5, 2019)
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    [Erscheinungsort nicht ermittelbar] : Packt Publishing | Boston, MA : Safari
    ISBN: 9781838986742
    Language: English
    Pages: 1 online resource (1 video file, approximately 9 hr., 18 min.)
    Edition: 1st edition
    Keywords: Electronic videos ; local ; Electronic videos
    Abstract: Prove your Azure Architect Technology skills to the world About This Video Become a Microsoft Azure superhero! Prepare confidently with the complete AZ-300 Technologies course Benefit from this updated course as Microsoft changes the exam requirements over time In Detail Microsoft Azure skills are in high demand in the current business marketplace. With more than 100 data centers across 50+ regions, Microsoft is one of the largest data centers in the world. Microsoft has three certification tests around Azure, and passing the AZ-300 exam gives you the Microsoft Specialist: Architecting Microsoft Azure Solutions certification. In this complete preparation course for Exam AZ-300: Microsoft Azure Architect Technologies, you'll be taken through the requirements of the new AZ-300 exam section by section. While the technology world is full of buzzwords and flavors of the month, the cloud is a real paradigm shift in the way solutions are designed and architected. There are numerous reasons why you should include Azure cloud technology in the design of your solution-cost savings being the most appealing for businesses. Some companies spend millions of dollars every month on their IT infrastructure, and every few years that hardware needs to be repaired and upgraded. Being able to reduce capital investment and essentially rent powerful equipment on-demand makes way for cost savings. Along with it, you have the scalability, flexibility, and worldwide reach of the cloud. This course will help you get to grips with all that you need to pass the exam and achieve the certification. Moreover, you'll also find additional web-based resources in each section to help you do further research and expand your knowledge beyond the requirements of the exam. With lifetime access, this course will be ready for you when you are ready to take the exam. Enroll today! Microsoft, Windows, and Microsoft Azure are either registered trademarks or trademarks of Microsoft Corporation in the United States and/or other countries. This course is not certified, accredited, affiliated with, nor endorsed by the Microsoft Corporation. Downloading the example code for this course: You can download the example code files for this course on GitHub at the following link: https://github.com/PacktPublishing/AZ-300-Azure-Architecture-Technologies-Certification-Exam . If you require support please email: customercarepackt.com.
    Note: Online resource; Title from title screen (viewed May 30, 2019)
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    [Erscheinungsort nicht ermittelbar] : Packt Publishing | Boston, MA : Safari
    ISBN: 9781838985547
    Language: English
    Pages: 1 online resource (1 video file, approximately 7 hr., 6 min.)
    Edition: 1st edition
    Keywords: Electronic videos ; local
    Abstract: Prove your Azure admin infrastructure and deployment skills to the world About This Video Prepare thoroughly for the new Exam AZ-103 exam: Microsoft Azure Administrator Includes the complete AZ-100 course along with all the requirements of the AZ-103 exam In Detail Most companies are now implementing or investigating how to implement cloud technologies within their operations. With 75% growth in the last fiscal quarter, Microsoft Azure still has a lead over Amazon AWS. Get ahead of the curve by getting Azure-certified and prepare to advance your career. Having Azure skills on your resume will help you get picked by hiring managers and can even make way for a promotion. Microsoft's exam AZ-103: Microsoft Azure Administrator will validate your Azure management skills. This course covers the requirements for exam AZ-103 in depth, taking you through Azure subscriptions and resources, implementing storage, deploying and managing virtual machines (VMs), configuring virtual networks, and managing identities. Each of the topics that Microsoft tests for in the exam are covered in this course. Enroll today and get lifetime access to the course, so you can prepare at your own pace. Microsoft, Windows, and Microsoft Azure are either registered trademarks or trademarks of Microsoft Corporation in the United States and/or other countries. This course is not certified, accredited, affiliated with, nor endorsed by the Microsoft Corporation. Downloading the example code for this course: You can download the example code files for this course on GitHub at the following link: https://github.com/PacktPublishing/AZ-103-Azure-Administrator-Exam-Certification-Plus-AZ-100- . If you require support please email: customercarepackt.com.
    Note: Online resource; Title from title screen (viewed May 30, 2019)
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    [Erscheinungsort nicht ermittelbar] : Apress | Boston, MA : Safari
    ISBN: 9781484253113
    Language: English
    Pages: 1 online resource (1 video file, approximately 55 min.)
    Edition: 1st edition
    Keywords: Electronic videos ; local
    Abstract: Understand the foundations of blockchain technologies such as Bitcoin and Ethereum, and learn the importance of blockchain for software developers in Microsoft Azure Cloud. This video introduces the basic concepts of cryptography used in blockchain and focuses on describing the popular blockchain platform Ethereum and how it is different from Bitcoin. It discusses the structure of a transaction, the cryptographic security involved, the prevention of double spending, and the consensus mechanism. Moving forward, you will go through examples of the architecture designs of blockchain solutions built on Azure along with common integration patterns in Azure Blockchain Workbench and the Blockchain API. Finally, you will see practical use cases of blockchain in the real world, including finance and capital investment markets, government, education, healthcare, supply chain, and energy. After watching the video, you will understand how blockchain works.You will also discover how blockchain can help optimize business processes and reduce operating costs, with practical implementations using Microsoft Azure Cloud as the delivery platform. What You Will Learn Get a firm foundation of knowledge of blockchain technologies such as Bitcoin and Ethereum Leverage Microsoft Azure Cloud as a delivery platform Discover the Blockchain API Who This Video Is For Azure developers and anyone with an interest in blockchain.
    Note: Online resource; Title from title screen (viewed December 5, 2019)
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    [Erscheinungsort nicht ermittelbar] : Apress | Boston, MA : Safari
    ISBN: 9781484256602
    Language: English
    Pages: 1 online resource (1 video file, approximately 23 min.)
    Edition: 1st edition
    Keywords: Electronic videos ; local
    Abstract: In this video, you'll learn how to create an ecommerce store to integrate into a website, you'll see how to design and promote that store for optimum success, you'll learn to choose and price products, and you'll understand the benefits of selling digital vs. physical items. The web puts us in touch with billions of potential customers and provides countless ways for us to contact and engage with them. If you can sell directly to this gigantic market, then you can create a highly efficient business model and grow your brand and profits significantly. Marrying internet marketing techniques with a store selling products is the ideal business model. What You Will Learn Set up ecommerce stores with the major platforms Integrate a store with WordPress Promote a store on social media, including via the use of integrated tools Who This Video is For Anyone who has an audience or a product and wants to sell conveniently through the web. That includes influencers and bloggers/vloggers, as well as small-to-medium businesses.
    Note: Online resource; Title from title screen (viewed December 17, 2019)
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  • 89
    Online Resource
    Online Resource
    [Erscheinungsort nicht ermittelbar] : Apress | Boston, MA : Safari
    ISBN: 9781484256589
    Language: English
    Pages: 1 online resource (1 video file, approximately 29 min.)
    Edition: 1st edition
    Keywords: Electronic videos ; local
    Abstract: This video explains what a gig economy is, why working online is good for the seller, and why it is good for the buyer - and thus why it is the inevitable future. It will explain the term as it relates to the web, and why this is more positive than the way it is often used by the media (see for example, the controversies around Uber, etc.). You will be able to make a living doing what you love, escape the 9-5, and hugely increase your earning potential. You'll learn about types of gigs, and the services and skills that you can sell. The video will also explore where you can sell your work - freelancing sites and other places to find clients. W hat You Will Learn Gain skills and certifications Sell yourself and build a personal brand Work out how much to charge, turn around times, and techniques for dealing with awkward clients Discover lifestyle design and how to make it work for you Who This Video is For For professionals - both in tech and outside of it.
    Note: Online resource; Title from title screen (viewed December 11, 2019)
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  • 90
    Online Resource
    Online Resource
    [Erscheinungsort nicht ermittelbar] : Apress | Boston, MA : Safari
    ISBN: 9781484256619
    Language: English
    Pages: 1 online resource (1 video file, approximately 1 hr., 5 min.)
    Edition: 1st edition
    Keywords: Electronic videos ; local
    Abstract: In this video course, you'll learn how to use PyGame, an easy-to-learn Python library, to create interactive experiences such as games, demonstrations, and exercises. You'll start with an overview of PyGame and see how to install it. Next, you'll cover the basics of using programming with PyGame including creating drawing surfaces; the coordinate system and the Rect class to define the location and sizes of images and shapes; the different ways to represent colors; and how to respond to keys and mouse actions. Further, you will see the game loop, another key part of PyGame programming. You then look at examples of PyGame creations, and some of the best places to find images, sounds, and other resources, to help you kick start your own. You will also have access to step-by-step instructions for writing two different simple games. Next, you'll dive into the detail of using PyGame and will cover most of its core functionality. This starts with drawing shapes, such as rectangles, circles, and lines, which can all be surprisingly useful and make a great start for a wide variety of games and other interactive experiences. You will conclude by seeing how to use sound and music in PyGame, from quiet background music to lively explosions. Make a strong start with PyGame by watching the video then access the accompanying example code as a basis for your own games or to confirm your understanding of the different features. What You Will Learn Use PyGame to develop games Discover the core functionalities of PyGame Work with the game loop Add sound and music in PyGame Who This Video is For Intermediate to experienced Python programmers who want to create games and other interactive experiences. Passionate gamers who want to create their own games would find this course useful
    Note: Online resource; Title from title screen (viewed December 17, 2019)
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  • 91
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    Online Resource
    [Erscheinungsort nicht ermittelbar] : Packt Publishing | Boston, MA : Safari
    ISBN: 9781838985844
    Language: English
    Pages: 1 online resource (1 video file, approximately 12 hr., 60 min.)
    Edition: 1st edition
    DDC: E VIDEO
    Keywords: Electronic videos ; local ; Electronic videos
    Abstract: A comprehensive study guide for the AWS Certified Cloud Practitioner exam About This Video You'll understand the fundamentals of cloud computing and business/technical strategies to help you deploy highly available, fault-tolerant, scalable, and cost-effective IT solutions for your business. Build applications and solutions for your business and clients with fast turnaround times and gain a competitive edge This course will prepare you for the AWS Certified Cloud Practitioner Certification exam In Detail This AWS Certified Cloud Practitioner course is for anyone keen to learn and understand Amazon AWS Cloud's core offerings. It targets individuals who have no prior knowledge of Amazon AWS and wish to grow their career by effectively demonstrating an overall understanding of the AWS Cloud, its services, and how it can help deliver cost-effective IT solutions to meet business demands. After taking the AWS Certified Cloud Practitioner course, you will be able to demonstrate a detailed understanding of cloud concepts, AWS services, security and compliance, architectural concepts, cloud-pricing concepts, and support models. You will be able to confidently work on the AWS Cloud platform and start building cloud solutions. This course will prepare you for the AWS Certified Cloud Practitioner Certification exam.
    Note: Online resource; Title from title screen (viewed November 26, 2019)
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  • 92
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    Online Resource
    [Erscheinungsort nicht ermittelbar] : Packt Publishing | Boston, MA : Safari
    ISBN: 9781839216244
    Language: English
    Pages: 1 online resource (1 video file, approximately 11 hr., 53 min.)
    Edition: 1st edition
    Keywords: Electronic videos ; local
    Abstract: Use Photoshop to create Facebook ads, Instagram posts, newsletters, YouTube thumbnails, CVs, business cards, and more! About This Video Practical Photoshop techniques that can be immediately applied Graphic Design skills that are frequently needed in all manner of projects You'll create, from scratch, Facebook ads, Instagram posts, YouTube thumbnails, newsletters, CVs, business cards, and much more Professional Photoshop workflows that you can immediately incorporate into your projects In Detail This course is a must for everyone who needs any type of graphics for their business or career. You'll learn how to create all sort of designs that are very much required in today's digital age: Clickable Facebook ads Instagram posts that will get you tons of likes YouTube thumbnails that will get you clicks Newsletters that will improve your open-rate and click-through rate CVs (résumés) that will get you hired or promoted Business cards that will make a lasting impression Logo design principles that will leave you shocked! Beautiful cover images for your social media profiles All these projects will be done in Photoshop, but the great thing about it is you don't need any serious experience with it. If you have a very basic understanding of the program, this course will teach you everything you need to know. If, however, you have never opened Photoshop and have no clue about it, then this course may not be for you. Photoshop is not just about manipulating photos, making your waist smaller, or removing acne! Through this course, you'll learn how to use it like the powerful tool it is, and you'll be able to supercharge your career or personal projects.
    Note: Online resource; Title from title screen (viewed November 22, 2019)
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  • 93
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    Online Resource
    [Erscheinungsort nicht ermittelbar] : Packt Publishing | Boston, MA : Safari
    ISBN: 9781838826864
    Language: English
    Pages: 1 online resource (1 video file, approximately 34 hr., 4 min.)
    Edition: 1st edition
    Keywords: Electronic videos ; local ; Electronic videos
    Abstract: Master Node.js to build REST APIs, GraphQL APIs, add authentication, use MongoDB, SQL, and much more! About This Video If you have no Node.js experience, you'll love this course because it starts with zero knowledge assumed. It's the perfect course to become a Node.js developer If you have basic Node.js experience, this course will help you get insights into the basic modules quickly and delve into advanced topics covered in the course In Detail Join the most comprehensive Node.js course. Node.js is probably the most popular and modern server-side programming language you can learn these days! Node.js developers are in high demand as this language is used for everything from traditional web apps with server-side rendered views over REST APIs through to GraphQL APIs and real-time web services. Not to mention its applications in build workflows for projects of all sizes. This course will teach you all of that! Right from scratch with zero prior knowledge assumed. Though if you do bring some knowledge, you'll, of course, be able to quickly jump into the course modules that are most interesting to you. All topics and features of the course will be shown and used in these projects and so you'll learn about them in a realistic environment. Here's what you'll learn in this course: Node.js basics and basic core modules, parsing requests and sending responses Rendering HTML dynamically (on the server) and using Express.js Working with files and generating PDFs on the server (on-the-fly) File upload and download and using the Model-View-Controller (MVC) pattern Using Node.js with SQL (MySQL), Sequelize, NoSQL (MongoDB), and Mongoose Working with sessions and cookies, user authentication, and authorization Sending e-mails, validating user input, and data pagination Handling payments with Stripe.js and building REST APIs Authentication and file upload in REST APIs Building GraphQL APIs and authentication in GraphQL APIs File upload in GraphQL APIs Building a real-time Node.js app with WebSocket Automated testing (unit tests) and deploying a Node.js application Prerequisites: - No Node.js knowledge is required at all No other programming language knowledge (besides JavaScript, see next point) is required Basic JavaScript knowledge is assumed though you should at least be willing to pick it up whilst going through the course. A JS refresher module exists to get you up to the speed with the latest syntax quickly Basic HTML with CSS knowledge will be helpful ...
    Note: Online resource; Title from title screen (viewed April 25, 2019)
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  • 94
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    Online Resource
    [Erscheinungsort nicht ermittelbar] : O'Reilly Media, Inc. | Boston, MA : Safari
    Language: English
    Pages: 1 online resource (1 video file, approximately 41 min.)
    Edition: 1st edition
    Keywords: Electronic videos ; local
    Abstract: As you level up in technical roles, you may find yourself thrust into team leadership and management. This sneaks up on you and can leave you without the skills to adequately understand, engage with, and lead your team-which inevitably has a negative effect on your team, and this effect is multiplied as you scale. What if you could reach into the toolbox you use to understand technical problems-software architecture and distributed systems theory-to understand your team? Could you learn to better manage people? Andrew Harvey (Microsoft) explores the dynamics of teams and how they map to your understanding of distributed systems. Using this understanding, you can apply distributed systems theory to help unpack some of the dynamics of your team and optimize them for scale. From communication to culture, Andrew breaks down the components of the distributed system, explaining what makes it tick, using things like CAP theorem and the eight fallacies of distributed systems. You'll walk away with some tools to help understand your team and set yourself up for successful scaling. This session was recorded at the 2019 O'Reilly Velocity Conference in San Jose.
    Note: Online resource; Title from title screen (viewed October 31, 2019)
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  • 95
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    Online Resource
    [Erscheinungsort nicht ermittelbar] : O'Reilly Media, Inc. | Boston, MA : Safari
    Language: English
    Pages: 1 online resource (1 video file, approximately 1 hr., 25 min.)
    Edition: 1st edition
    Keywords: Electronic videos ; local
    Abstract: In today's increasingly demanding online world, one of the quickest ways to drive existing or potential customers and users to a competitor is by having a nonperformant website or app. With users becoming more discerning, you need to ensure that you're providing the best web experience possible. This reality has pushed performance optimization to be one of the most important disciplines in app and website development. Well-designed and smooth-performing apps and sites can lead to greater conversion rates and a better user experience (UX) in all contexts. In this video course, designed for intermediate-level developers with an understanding of HTML, CSS, JavaScript, and web technologies in general, your host Max Firtman, shows you some of the most important things you can do to boost the performance of your web assets. As the saying goes, you can't fix what you can't measure, so to begin, you'll learn the important metrics to monitor and how to measure them. Max also shows you how to set goals for your web content, find issues that can negatively affect UX, and apply some basic techniques that will improve user perception. You'll also benefit from practical examples and formative assessment to help you absorb and retain what you've learned. This video course is only the beginning of your optimization journey, so at the end we provide suggestions on how to continue along the path to delivering the best web assets you can. What you'll learn-and how you can apply it Set modern performance goals for your web content Detect problems and bottlenecks, and create a plan to mitigate them Enhance the user experience of your content, improving engagement and conversion rates Audit your website and web apps to see what's missing and how you can improve perception metrics This video course is for you because... You're a web developer or designer looking to increase user experience and perception You're a web performance engineer looking to understand the modern metrics and techniques You work with webs and PWAs looking to offer the fastest possible experience to your users You want to become a performance engineer looking to understand the basics of web performance optimization Prerequisites: You should have a basic understanding of HTML, CSS, and JavaScript You should have some knowledge of web technologies such as server-side rendering versus client-side rendering with JavaScript You should be familiar with how a website is rendered on browsers and how to u...
    Note: Online resource; Title from title screen (viewed December 31, 2019)
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  • 96
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    Online Resource
    [Erscheinungsort nicht ermittelbar] : Packt Publishing | Boston, MA : Safari
    ISBN: 9781838985035
    Language: English
    Pages: 1 online resource (1 video file, approximately 24 hr., 38 min.)
    Edition: 1st edition
    Keywords: Electronic videos ; local
    Abstract: Learn C# Scripting for Unity Game Development from Absolute Basics and create your own 3D & 2D Games with Unity using C#. About This Video Gain a strong understanding of C# and basic programming concepts Build example games with Unity Learn complex concepts through a simple approach even without previous coding experience In Detail Unity is free, easy to learn, has excellent documentation, and is the game engine used for building modern games. Moreover, the career opportunities in Unity game development are countless and being able to learn C# scripting along with it will further build on your skills. Get off to a steady start in game development with this course that covers all the essential concepts, tools, and functions that you'll need to build fully functional games with C# and the Unity game engine. Starting with the installation of Visual Studio, this course will then take you through different C# language features and how to use them. You'll focus on the fundamentals of the Unity API, along with important object-oriented programming concepts. The course will also equip you with the knowledge you need to create reusable C# scripts. Later, you'll understand all about version control with GitHub, Bitbucket and SourceTree. In addition to this, you'll be able to implement basic artificial intelligence (AI) features in Unity. By the end of this course, you'll be well-versed with C# scripting in Unity, and have developed the skills you need to create intuitive 3D and 2D games. Downloading the example code for this course: You can download the example code files for this course on GitHub at the following link: https://github.com/PacktPublishing/Unity-C-Scripting-Complete-C-For-Unity-Game-Development . If you require support please email: customercarepackt.com
    Note: Online resource; Title from title screen (viewed July 10, 2019)
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  • 97
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    Online Resource
    [Erscheinungsort nicht ermittelbar] : Packt Publishing | Boston, MA : Safari
    ISBN: 9781839218569
    Language: English
    Pages: 1 online resource (1 video file, approximately 11 hr., 55 min.)
    Edition: 1st edition
    Keywords: Electronic videos ; local
    Abstract: In 10 days' you can have your own app in the App Store! Learn how to make apps using Swift 4.2' Xcode 10' and iOS 12 About This Video Build real-world apps so that you can easily master the topics we are learning Discover the essentials of Swift 4.2, Xcode 10 and iOS 12 with hands-on practice to build and publish your apps to the App store Use Swift 4 and Xcode 10 to create iOS 12 apps in 10 days In Detail Looking to get started with creating fun and interactive apps? This course will equip you with the skills you need to create an app and submit it to the App Store in just 10 days. While other courses offer 40+ hours of video content, this quick and engaging course keeps it simple and manageable for beginners. On June 4 2018, Apple announced iOS 12, and the course is based on this latest version. Following a step-by-step approach, you will use Swift 4 and Xcode 10 to create exciting iOS 12 apps. Your ten-day schedule will look like this: Day 1 - Exploring the basics, such as writing your first line of Swift and getting started with Xcode Day 2 - Delving further into Swift and creating a Tip Calculator Day 3 - Learning about Table Views while creating an app to remember jokes - the Joke Bank app Day 4 - Understanding advanced Swift functions, classes, and methods and applying these skills to the Joke Bank App Day 5 - Creating a functional To-Do List app Day 6 - Adding Core Data to your To-Do app to save your items Day 7 - Adding images to an app and allowing users to take a photo Day 8 - Making a Bitcoin Price Tracker that connects with an API to display real-time Bitcoin prices Day 9 - Using the new Core ML 2 to learn the basics of machine learning Day 10 - Submitting your app to the App Store and learning how to make money with iOS This course can be downloaded easily so you can even use it offline. Downloading the example code for this course: You can download the example code files for this course on GitHub at the following link: https://github.com/PacktPublishing/The-10-Day-iPhone-App-Bootcamp---New-iOS-12-and-Xcode . If you require support please email: customercarepackt.com
    Note: Online resource; Title from title screen (viewed July 18, 2019)
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  • 98
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    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: Hiring for your engineering team is one of the most important determiners of engineering project success-and also an undeveloped skill in most small teams. How do you design a hiring process that's fair to candidates, respects everyone's time, and leads to the best possible outcome for your team? In this edition of Spotlight on Learning from Failure , learn the dos and don'ts of identifying the right people to add to a team, distilled from the real-world experiences of engineering hiring managers. Recorded on June 25, 2019. See the original event page for resources for further learning. Find future live events to attend or watch recordings of other past events . O'Reilly Spotlight explores emerging business and technology topics and ideas through a series of one-hour interactive events. In live conversations, participants share their questions and ideas while hearing the experts' unique perspectives, insights, fears, and predictions for the future. In every edition of Spotlight on Learning from Failure , you'll discover the lessons learned from failures both large and small. You'll discover how successful companies have addressed setbacks, missteps, and challenges and how you can grow from their examples.
    Note: Online resource; Title from title screen (viewed November 14, 2019)
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  • 99
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    Online Resource
    [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: Making Things Happen is among the most popular books on project management ever written, known for its direct, actionable, and humane advice on every aspect of leading teams and projects. For the book's 10th anniversary, author Scott Berkun presented a fast and fun summation of the book's core ideas and explained how you can apply them to the projects you're working on today. Recorded on July 10, 2019. See the original event page for resources for further learning. Find future live events to attend or watch recordings of other past events . O'Reilly Spotlight explores emerging business and technology topics and ideas through a series of one-hour interactive events. In live conversations, participants share their questions and ideas while hearing the experts' unique perspectives, insights, fears, and predictions for the future. In every edition of Spotlight on Innovation , you'll discover what successful companies have in common and how you can follow their lead with small practical steps to transform your organization and prepare for the Next Economy.
    Note: Online resource; Title from title screen (viewed November 14, 2019)
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  • 100
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    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: How do you put the power of deep learning into the hands of product managers, business analysts, innovators, educators, and researchers? In this Spotlight on Data , find out how Silicon Valley Innovation Laboratories-a research center established by Japanese electric and electronics equipment company Furukawa Electric-trained a deep learning model to recognize manufacturing defects in fiber optic cables using platform.ai, without writing any code or needing the help of a data scientist. Recorded on August 8, 2019. See the original event page for resources for further learning. Find future live events to attend or watch recordings of other past events . O'Reilly Spotlight explores emerging business and technology topics and ideas through a series of one-hour interactive events. In live conversations, participants share their questions and ideas while hearing the experts' unique perspectives, insights, fears, and predictions for the future. In every edition of Spotlight on Data , you'll learn about, discuss, and debate the tools, techniques, questions, and quandaries in the world of data. You'll discover how successful companies leverage data effectively and how you can follow their lead to transform your organization and prepare for the Next Economy.
    Note: Online resource; Title from title screen (viewed December 5, 2019)
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