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  • MPI Ethno. Forsch.  (383)
  • HU Berlin
  • München UB
  • International Finance Corporation  (232)
  • Gift, Noah  (151)
  • Washington, D.C : The World Bank  (232)
  • Boston, MA : Safari  (151)
  • Leiden : Brill
Datasource
  • MPI Ethno. Forsch.  (383)
  • HU Berlin
  • München UB
Material
Language
Years
  • 1
    Online Resource
    Online Resource
    Washington, D.C : The World Bank
    Language: English
    Pages: 1 Online-Ressource
    Series Statement: Public Environmental Expenditure Review
    Keywords: Access To Finance ; Adaptation To Climate Change ; Blended Concessional Finance ; Clean Energy ; Climate Investments ; Climate-Smart Agriculture ; Environment ; Finance and Financial Sector Development ; Green Housing ; Solar Power ; Waste-To-Energy
    Abstract: The document collection focuses on the concept of blended finance for climate investments, emphasizing the need for innovative financial mechanisms to address climate change. It discusses the potential of blending public and private capital to mobilize investment in climate-related projects, aiming to achieve both environmental and financial returns. The collection explores various models and case studies to demonstrate the effectiveness of blended finance in driving sustainable development and combating climate change on a global scale
    Library Location Call Number Volume/Issue/Year Availability
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  • 2
    Online Resource
    Online Resource
    Washington, D.C : The World Bank
    Language: English
    Pages: 1 Online-Ressource
    Series Statement: 2128
    Keywords: Education Reform and Management ; Finance and Financial Sector Development ; Financial Data ; Financial Results ; Global Outlook ; IFC ; Information Technology
    Abstract: This Management's Discussion and Analysis (MD and A) discusses the financial results of the International Finance Corporation (IFC or the Corporation) for the fiscal year ended June 30, 2023 (FY23). The MD and A contains forward looking statements which may be identified by such terms as "anticipates," "believes," "expects," "intends," "plans", "aims" or words of similar meaning. Such statements involve a number of assumptions and estimates that are based on current expectations, which are subject to risks and uncertainties beyond IFC's control. Consequently, actual future results could differ materially from those currently anticipated. IFC undertakes no obligation to update any forward-looking statements. Certain reclassifications of prior years' information have been made to conform with the current year's presentation
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  • 3
    Online Resource
    Online Resource
    Washington, D.C : The World Bank
    Language: English
    Pages: 1 Online-Ressource
    Series Statement: 2201
    Keywords: Access To Finance ; Adaptation To Climate Change ; Carbon Emission Reduction ; City Development Strategies ; Climate Change Adaptation ; Climate Change Mitigation and Green House Gases ; Construction Materials ; Decarbonization ; Developing Countries ; Emerging Markets ; Environment ; Finance and Financial Sector Development ; Sustainable Construction ; Urban Development
    Abstract: How developing countries meet their rising building needs will be pivotal to the world's climate future. The good news is that the projected emissions growth in construction value chains can be reduced significantly with the application of existing technologies, new financing instruments, and the implementation of appropriate policies. Even as emerging economies meet the rising demand for residential and commercial buildings, it is possible to reduce total emissions from the sector below today's level by 2035. To avoid perpetuating the status quo, decisive action is needed by policy makers, developers, construction material producers, financiers, and international development institutions. IFC is launching this report to guide international efforts to decarbonize construction value chains. Building Green: Sustainable Construction in Emerging Markets was prepared through close collaboration between IFC economists, investment officers, and building and constructionsector specialists. The report provides a comprehensive analysis of the challenges of reducing carbon emissions from construction value chains in developing countries, but also the considerable opportunities that willcome from mobilizing the estimated USD 1.5 trillion of investment required for this transition
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  • 4
    Online Resource
    Online Resource
    Washington, D.C : The World Bank
    Language: English
    Pages: 1 Online-Ressource
    Series Statement: 2128
    Keywords: Energy Access ; Environment ; Finance and Development ; Finance and Financial Sector Development ; Innovation ; Public-Private Partnerships ; Science and Technology Development ; Technology ; Trade Finance
    Abstract: IFC, a member of the World Bank Group, is the largest global development institution focused on the private sector in emerging markets and developing economies. We work in more than 100 countries, using our capital, mobilization capacity, expertise, and influence to create jobs and raise living standards, especially for the poor and vulnerable. In fiscal year 2023, IFC committed a record 43.7 billion dollars to private companies and financial institutions in developing countries, leveraging the power of the private sector to improve people's lives as economies grapple with the impacts of global compounding crises
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  • 5
    Language: English
    Pages: 1 Online-Ressource (526 pages)
    Parallel Title: Erscheint auch als
    Keywords: Agribusiness ; Agricultural Finance ; Agriculture ; Climate-Smart Agriculture ; Farmer Cooperatives ; Farmer Cooperatives Training ; Gender and Agriculture ; ICT4Ag ; Smallholder Agriculture ; Smallholder Farmers ; Smallholder Supply Chains ; Smallholders
    Abstract: Smallholder farmers are the stewards of more than 80 percent of the world's farms. These small family businesses produce about one-third of the world's food. In Africa and Asia, smallholders dominate the production of food crops, as well as export commodities such as cocoa, coffee, and cotton. However, smallholders and farm workers remain among the poorest segments of the population, and they are on the frontline of climate change. Smallholder farmers face constraints in accessing inputs, finance, knowledge, technology, labor, and markets. Raising farm-level productivity in a sustainable way is a key development priority. Agribusinesses are increasingly working with smallholder farmers in low- and middle-income countries to secure agricultural commodities. More productive smallholders boost rural incomes and economic growth, as well as reduce poverty. Smallholders also represent a growing underserved market for farm inputs, information, and financial services. Working with Smallholders: A Handbook for Firms Building Sustainable Supply Chains (third edition) shows agribusinesses how to engage more effectively with smallholders and to develop sustainable, resilient, and productive supply chains. The book compiles practical solutions and cutting-edge ideas to overcome the challenges facing smallholders. This third edition is substantially revised from the second edition and incorporates new material on the potential for digital technologies and sustainable farming. This handbook is written principally to outline opportunities for the private sector. The content may also be useful to the staffs of governmental or nongovernmental development programs working with smallholders, as well as to academic and research institutions
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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 14 min.)
    Edition: 1st edition
    Keywords: Electronic videos
    Abstract: Learn to prototype Amazon Web Services (AWS) ai and ml apis using awscloudshell and bash.
    Note: Online resource; Title from title screen (viewed January 7, 2022) , 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 9 min.)
    Edition: 1st edition
    Keywords: Electronic videos
    Abstract: A walkthrough of building a basic phrase repeater console application in VS Code 2022, .NET 6 and C# 10
    Note: Online resource; Title from title screen (viewed January 1, 2022) , 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 3 min.)
    Edition: 1st edition
    Keywords: Electronic videos
    Abstract: What are the three most important files in a Python project? * Makefile * Dockerfile * Requirements
    Note: Online resource; Title from title screen (viewed January 21, 2022) , 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
    Abstract: Learn to build out Continuous Integration with Github Actions and all clouds. Azure, AWS, GCP and Github Codespaces in Python.
    Note: Online resource; Title from title screen (viewed January 18, 2022) , 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 2 min.)
    Edition: 1st edition
    Keywords: Electronic videos
    Abstract: Find out what Github Codespaces is and how to use it to write Python in under 2 minutes
    Note: Online resource; Title from title screen (viewed January 13, 2022) , 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 8 min.)
    Edition: 1st edition
    Keywords: Electronic videos
    Abstract: Learn to build solutions with Go and the AWS Cloud9 environment via the AWS SDK
    Note: Online resource; Title from title screen (viewed January 9, 2022) , 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 7 min.)
    Edition: 1st edition
    Keywords: Electronic videos
    Abstract: Building AI APIs with .NET 6 and AWS Comprehend
    Note: Online resource; Title from title screen (viewed January 8, 2022) , 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 5 min.)
    Edition: 1st edition
    Keywords: Electronic videos
    Abstract: Build a very simple command line tool with Python without using external dependencies or frameworks. In this video you'll see how with just a few lines of Python you can transform a file into a script with a help menu. All by using the sys.argv module and a simple if statement. Although you can create more powerful command-line tools with other frameworks like argparse or external libraries like Click, you can still implement a quick script without them that includes a help menu Useful links: Github repo with sample code Introduction to Python
    Note: Online resource; Title from title screen (viewed February 5, 2022) , 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 28 min.)
    Edition: 1st edition
    Keywords: Electronic videos
    Abstract: Step up your local setup by setting a remote compute instance with attached SMB storage and then connect your local VSCode editor so that you can execute code and Jupyter Notebooks remotely. In this video I go through everything you need to know to crete a compute instance in Azure, both in Azure Machine Learning Studio and using the Data Science Virtual Machine spot instance that allows you to save costs when running a high memory with GPU instance. Because remote compute instances in the cloud should be considered ephemeral, specially if you are using spot instances, this video also covers setting up a storage account and a file share configuration for a Samba share that allows you to attach that same storage to any compute. Topics include: Create an Azure compute instance Learn about Spot Instances and other cost savings Setup VSCode for remote code execution Create an SMB file share and attach it to a VM Execute Jupyter Notebooks remotely Useful links: * Github Repository with summary instructions * Create a File share documentation on Azure * Data Science VMs in Azure
    Note: Online resource; Title from title screen (viewed January 13, 2022) , 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 6 min.)
    Edition: 1st edition
    Keywords: Electronic videos
    Abstract: Find out how to share and use Google Colab notebooks for data science!
    Note: Online resource; Title from title screen (viewed January 14, 2022) , 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 9 min.)
    Edition: 1st edition
    Keywords: Electronic videos
    Abstract: Learn the Apple Swift Languages by using the XCode Playground environment.
    Note: Online resource; Title from title screen (viewed January 11, 2022) , 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 8 min.)
    Edition: 1st edition
    Keywords: Electronic videos
    Abstract: Build a command-line tool with Apple's Swift language.
    Note: Online resource; Title from title screen (viewed January 10, 2022) , 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 10 min.)
    Edition: 1st edition
    Keywords: Electronic videos
    Abstract: Learn to build an S3 Bucket Lister Console app using VS 2022 and AWS targeting .NET 6.
    Note: Online resource; Title from title screen (viewed January 3, 2022) , 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 8 min.)
    Edition: 1st edition
    Keywords: Electronic videos
    Abstract: Build a robust Python CLI tool with argparse The argparse module is part of the Python standard library and meant to help you build robust command line tools. Once you need flags, switches, values, or positional arguments, it is very difficult to achieve that without using a framework. In this case, argparse can help build all you need to handle inputs in the terminal. We'll see how a single file named size.py that calculates file sizes can make use of argparse to handle the input in the terminal. Then, we will cover how error handling is done automatically when the expectations from argparse aren't met. And finally, we'll go through some of the help menu options that construct the body of the help output. Check the resources section for the GitHub repo with sample code Why would you want to use argparse Since argparse is part of the Python standard library, there is no need for you to define or install any external dependencies. You are ensuring that any Python installation in any system will work correctly out of the gate. A very basic Python CLI tool without dependencies using the argparse module Next steps Now that you know how to enhance a Python script into a more powerful one with argparse , you can try out other frameworks like the Click framework or something much simpler by using the sys module. I have examples and guides for the sys.argv module and for using the Click framework . Useful links and resources GitHub repo with sample code Build Python applications from scratch Setup your Data Science environment with VSCode
    Note: Online resource; Title from title screen (viewed February 8, 2022) , 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
    Abstract: Demo of FastAPI + AWS App Runner
    Note: Online resource; Title from title screen (viewed January 13, 2022) , 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 4 min.)
    Edition: 1st edition
    Keywords: Electronic videos
    Abstract: How to use ~/.bashrc to manage project secrets
    Note: Online resource; Title from title screen (viewed January 16, 2022) , 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 7 min.)
    Edition: 1st edition
    Keywords: Electronic videos
    Abstract: Learn to deploy an AWS Lambda Function in Python with CDK. 00:00 Intro 00:36 Verify CDK Version 01:00 Initialize Python CDK app 02:09 Create AWS Python Lambda 02:50 Add AWS CDK Stack for AWS Lambda 03:42 Run cdk diff 04:06 bootstrap cdk 05:31 run cdk deploy result 06:01 test AWS Lambda in Console
    Note: Online resource; Title from title screen (viewed January 24, 2022) , 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 9 min.)
    Edition: 1st edition
    Keywords: Electronic videos
    Abstract: Learn to perform Continuous Delivery of Container Based Projects using ECR, Cloud9 and App Runner. 00:00 Intro 00:27 Architectural Overview 01:30 FastAPI project overview 01:50 Setup AWS Cloud9 03:20 Setup ECR 05:00 Setup AWS App Runner
    Note: Online resource; Title from title screen (viewed January 26, 2022) , 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 8 min.)
    Edition: 1st edition
    Keywords: Electronic videos
    Abstract: Setup quick and easy way to mount a SAMBA (SMB) file share in an Azure VM with a pre-configured BASH script. The shell script will allow you to automatically mount the share and save your work. This type of workflow allows your infrastructures and virtual machines to be resilient to failure. This is a short video that covers only setting up SMB on a VM. For a full video with setting up the VM, SSH access, and connect a remote compute to VSCode go here Follow along with more examples in the Github repository This video covers: Create a Storage Account Create a File Share for a Storage Account Use SSH to connect to a remote Virtual Machine Use a pre-configured shell script to mount the share Verify files and directories through the Azure portal 00:00 Introduction 00:26 Azure Portal Virtual Machines 01:00 SSH Connection string 01:41 Create a Storage Account in Azure 03:18 Create a File Share (SAMBA) in Azure 04:12 SAMBA connection snippet in BASH (Shell script) for mounting 05:06 Create the script in the Virtual Machine 05:34 Mount the SAMBA share and verify it is mounted in /mnt/ 06:45 Verify created files are available in the Azure Portal for the File Share Useful links: * Github Repository with summary instructions * Create a File share documentation on Azure * Data Science VMs in Azure
    Note: Online resource; Title from title screen (viewed January 27, 2022) , 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 4 min.)
    Edition: 1st edition
    Keywords: Electronic videos
    Abstract: Learn to use AWS Data Governance and Auditing Tools.
    Note: Online resource; Title from title screen (viewed January 15, 2022) , 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 46 min.)
    Edition: 1st edition
    Keywords: Electronic videos
    Abstract: Perform Data Science on Day One! 00:00 Intro 02:02 Data Science Project Structure Overview 05:15 Create Github Repo 07:28 Launch Github Codespaces 11:34 Using Colab Notebook 12:47 Using TOC in Colab Notebook 14:43 Saving notebook to Colab to Github 19:52 Ingesting CSV files into Colab 22:31 Describing Data using df.describe() 24:30 Plotting data with seaboard 28:30 lmplot 29:30 Comparing cumulative deaths in Covid19 plot by state 32:40 Merging Pandas Dataframe with election and Sugar Consumption 37:38 Exporting CSV file and uploading to Github from Colab result 39:27 Continuous Integration of Jupyter Notebook with Github Actions 40:44 Create Makefile 44:32 Using Github Actions to test Jupyter via nbval plugin 45:43 Using Github Status Badge for Jupyter Notebook test run pass
    Note: Online resource; Title from title screen (viewed January 22, 2022) , 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 30 min.)
    Edition: 1st edition
    Keywords: Electronic videos
    Abstract: Learn to develop with AWS App Runner and AWS Lambda
    Note: Online resource; Title from title screen (viewed January 19, 2022) , 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 32 min.)
    Edition: 1st edition
    Keywords: Electronic videos
    Abstract: Part 1 of solutions architect cert 00:00 Intro 01:30 Overview of Exam 07:00 AWS Architecture 08:00 Well Architected 11:00 Scalability 17:00 AWS Regions 22:00 AWS S3 26:00 AWS Costs 28:00 AWS Snowball and Snowmobile
    Note: Online resource; Title from title screen (viewed February 2, 2022) , 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 28 min.)
    Edition: 1st edition
    Keywords: Electronic videos
    Abstract: Episode 5: Collections Swift Collections 00:00 Intro 01:52 Collection Types 04:00 Array 07:00 Type Inference with Arrays 15:00 Sets 21:00 Dictionaries
    Note: Online resource; Title from title screen (viewed February 8, 2022) , 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 24 min.)
    Edition: 1st edition
    Keywords: Electronic videos
    Abstract: In this episode I dive into IAC with AWS Lambda on AWS Cloud9 00:00 Intro 02:00 Overview of IAC Architecture 05:00 Setup AWS Cloud9 06:57 Read CDK Project Setup 08:00 Upgrade CDK 12:33 Create AWS Lambda in Python Marco/Polo Function 14:08 Setup CDK Stack 15:32 Deploy Changes via CDK Deploy 19:32 Invoke Lambda via CDK 21:15 Invoke Lambda via Cloud9
    Note: Online resource; Title from title screen (viewed January 26, 2022) , 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 32 min.)
    Edition: 1st edition
    Keywords: Electronic videos
    Abstract: Episode 10: Solutions Architect Part 2- EC2 00:00 Intro 02:50 Compute choices 13:00 Instance Type 15:00 User data input 22:00 EC2 Storage 24:00 EFS
    Note: Online resource; Title from title screen (viewed February 8, 2022) , 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 1 hr., 2 min.)
    Edition: 1st edition
    Keywords: Electronic videos
    Abstract: 52 Weeks of AWS Episode 5: I dive into the penultimate Cloud Practitioner Material. Part3 + Network and Content Delivery, Compute Storage
    Note: Online resource; Title from title screen (viewed January 4, 2022) , 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., 3 min.)
    Edition: 1st edition
    Keywords: Electronic videos
    Abstract: Interview with O'Reilly authors John Culkin and Mike Zazon for AWS Cookbook. Buy a copy here: https://www.amazon.com/AWS-Cookbook-Recipes-Success/dp/1492092606/ 00:00 Intro 02:00 Why book? 10:00 VMs vs Containers 17:00 security scanning containers 26:29 Demo recipes 32:56 CDK 55:15 cleanup
    Note: Online resource; Title from title screen (viewed February 1, 2022) , 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 35 min.)
    Edition: 1st edition
    Keywords: Electronic videos
    Abstract: I walk through the official Swift guide and try out Operators. 00:00 Intro 02:47 basic statements 08:00 Basic operator types 14:59 Conditional Statements 22:00 For loops with range 28:00 NOT AND OR
    Note: Online resource; Title from title screen (viewed January 26, 2022) , Mode of access: World Wide Web.
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  • 35
    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
    Abstract: First episode of 52 Weeks of Swift. Cover Swift Playgrounds in Xcode as well as building a command-line tool using third party Swift argument parsing.
    Note: Online resource; Title from title screen (viewed January 12, 2022) , Mode of access: World Wide Web.
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  • 36
    Language: English
    Pages: 1 Online-Ressource
    Series Statement: Private Sector Development, Privatization, and Industrial Policy
    Keywords: Agribusiness ; Business Environment ; Emerging Markets ; Innovation ; Private Sector ; Private Sector Development ; Private Sector Economics
    Abstract: Despite a challenging transition period and a string of adverse shocks, in recent decades Albania has made major strides in raising per capita income and integrating into the world economy. A dynamic private sector has become the engine of Albania's economic development, and its increasing role continues to offer opportunities for expanding the country's economic base and promoting faster and more diversified export-oriented growth. Albania is endowed with considerable economic assets, including a strategic geographical position, exceptional natural beauty, and abundant renewable and nonrenewable resources. A politically stable environment, improving governance indicators, and a record of dependable macroeconomic policies have supported the process of European Union (EU) accession, which offers a wide array of opportunities for the development of the Albanian private sector. Because a small domestic labor pool and consumer market limit the potential for economies of scale, sustaining Albania's economic expansion will require intensifying its integration with the global economy. Despite decades of progress, Albania continues to face serious structural and policy challenges. The country's economic expansion has not been matched by commensurate improvements in productivity. In this context, the World Bank Group has prepared the following country private sector diagnostic (CPSD) to assist the authorities in their efforts to leverage Albania's geographic location, natural assets, and improved institutional and policy framework to promote diversification, competitiveness, and robust private-sector-led growth. The analysis highlights the importance of improving the business environment while stepping up investments in technology and innovation. The report explores three critical sectors for accelerating and diversifying growth: agribusiness and food processing, tourism, and automotive manufacturing
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  • 37
    Language: English
    Pages: 1 Online-Ressource
    Series Statement: Private Sector Development, Privatization, and Industrial Policy
    Keywords: Business in Development ; Gender ; Gender and Economic Policy ; Governance ; Private Sector Development ; Private Sector Economics ; Unemployment
    Abstract: Honduras has significant investment potential, with ample productive resources, a solid industrial base, a market-oriented reform agenda, a strategic location with access to many international markets, and a growing labor force. The country's young and growing population is yielding a demographic dividend, which presents new opportunities for economic growth and diversification, especially in the service sectors such as business-process outsourcing (BPO) and in development of digital financial services (DFS). Honduras's rich endowment of resources and improving business climate have attracted rising levels of private investment, and the country achieved the second highest tradeto-GDP ratio in the Latin America and the Caribbean region prior to COVID-19 crisis. However, large-scale investment and trade have yet to generate rapid economic growth and robust poverty reduction. The public and private sectors will both play vital roles in Honduras's economic recovery. Ongoing targeted support will be necessary to address the health and humanitarian consequences of the pandemic, mitigate the resulting increase in poverty and inequality, and support the resumption of economic activity. This Country Private Sector Diagnostic (CPSD) is designed to help guide Honduras's private sector development agenda in this challenging and rapidly evolving context
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  • 38
    Language: English
    Pages: 1 Online-Ressource
    Series Statement: Energy Study
    Keywords: Energy ; Energy Consumption ; Energy Demand ; Energy Finance ; Energy Markets ; Energy Sector
    Abstract: Kakuma as a marketplace, a 2018 consumer and market study of Kakuma refugee camp in northwest Kenya, estimates that Kakuma camp and its hosting community have 2,100 refugee-owned businesses and are worth 56 million dollars based on household consumption. This study provides information for businesses in the energy sector to help them assess opportunities for providing or expanding energy services in the Kakuma and Kalobeyei areas; it also provides insights to inform International Finance Corporation (IFC) interventions. The study maps the supply of and demand for energy for lighting, cooking, and productive use among households and businesses in the camp and examines the regulatory environment affecting the energy sector
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  • 39
    Language: English
    Pages: 1 Online-Ressource
    Series Statement: Private Sector Development, Privatization, and Industrial Policy
    Keywords: Adaptation To Climate Change ; Business Environment ; COVID-19 ; Environment ; Private Sector ; Private Sector Development ; Private Sector Economics ; Resilience
    Abstract: This Country Private Sector Diagnostic (CPSD) comes at a challenging yet opportune juncture for Fiji to rebuild a more diverse and resilient economy amid the lingering impacts of COVID-19. Fiji recorded its strongest period of gross domestic product (GDP) growth (since achieving independence in 1970) in the decade leading up to COVID-19, underpinned by rising productivity and investment, improved political stability, and a booming tourism sector. However, the shocks of COVID-19 and a series of natural disasters, Tropical Cyclone (TC) Harold and TC Yasa, have been devastating for Fiji's economy, bringing widespread production disruptions and job losses. The increasing frequency of these weather events has also complicated Fiji's economic development strategy and plans. Fiji's real GDP declined by 15.2 percent in 2020 and is estimated to have contracted a further 4.0 percent in 2021, with the long-term ramifications of the COVID-19 pandemic on the economy yet to be fully seen. These shocks have also exacerbated some of Fiji's long-standing structural vulnerabilities, including the economy being vulnerable to repeated climate-related shocks, its lack of sectoral diversification, and sluggish private sector job growth (particularly among youth and women). In this context, the CPSD approach for Fiji to 'build back better' revolves around four key interrelated pillars: (1) unlocking new sectoral sources of growth beyond tourism; (2) strengthening economic and climate resilience; (3) leveraging Fiji's potential as an economic hub in the Pacific region; and (4) creating inclusive employment opportunities
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  • 40
    Language: English
    Pages: 1 Online-Ressource
    Series Statement: Private Sector Development, Privatization, and Industrial Policy
    Keywords: Foreign Trade Promotion and Regulation ; Free Trade ; Private Sector Development ; Productivity ; Science and Technology Development ; Trade
    Abstract: Chile has long had a strong private sector that has enjoyed an accommodating and supportive policy environment. The imperative of building a green, knowledge-based, inclusive economy will inevitably continue to rely on the private sector playing a potent role as a partner in development. In an environment constrained by lower growth and productivity, Chileans are demanding access to better opportunities and improved services. The current constitutional process is an opportunity to set the stage for the private sector to be a stronger partner in building a more inclusive society and an innovative, productive, and greener economy. For this to happen, this country private sector diagnostic (CPSD) argues that three avenues will be essential: enhancing productivity, building a knowledge-based economy through more support to innovation, and upgrading skills for greater inclusion and innovation
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  • 41
    Language: English
    Pages: 1 Online-Ressource
    Series Statement: Women in Development and Gender Study
    Keywords: Decision Making ; Gender ; Gender and Economics ; Sustainability
    Abstract: This report makes the case for greater gender diversity on Sri Lanka's corporate boards and in senior management by highlighting the value propositions of such diversity for companies, communities, and ultimately the country. Diversity is about more than just gender, ethnicity, or religion. However, this report focuses primarily on promoting gender diversity in the workplace, particularly in the corporate boardroom and among senior management. Empirical evidence from around the world shows the importance and value of gender diversity in improving firms' overall performance, including but not limited to financial performance. Gender diversity among business leaders typically leads to better decision-making processes and better monitoring and strategy involvement. The business case for gender balance at the top goes beyond financial performance. Extensive research shows that having more women in business leadership positions leads to higher environmental, social, and governance standards, with a particularly clear connection when women achieve a critical mass of about 30 percent on company boards. Companies with enhanced environmental, social, and governance standards also perform better on critical metrics: stronger internal controls and management oversight, reduced risk of fraud or other ethical violations, positive workplace environment, greater stakeholder engagement, and improved reputation and brand. Therefore, having a more gender-balanced board and leadership team contributes to stronger environmental, social, and governance performance, which, in turn, leads to better business performance. Ultimately, diversity is about ensuring companies' competitiveness, performance, and long-term sustainability
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  • 42
    Online Resource
    Online Resource
    Washington, D.C : The World Bank
    Language: English
    Pages: 1 Online-Ressource
    Series Statement: Other papers
    Keywords: Law and Development ; Social Conflict and Violence ; Social Development ; Social Protections and Labor ; Work and Working Conditions
    Abstract: Workplace violence and harassment is pervasive, and it affects all countries, occupations, and work arrangements. This problem comprises a range of unacceptable behaviors that result in, or threaten physical, psychological, sexual, or economic harm, including gender-based violence and harassment. Between 2020 and 2022, the International Finance Corporation (IFC) conducted a study to better understand the prevalence and impact of violence and harassment on employees and businesses in Sri Lanka. This research covered workplace experiences and behaviors, and how these affect employees. The findings presented in this report will be used to develop tools and resources to help companies prevent and address violence and harassment connected with the workplace. The findings demonstrate the importance of employers' measures to address workplace violence and harassment, including through implementing measures that are consistent with International Labour Organization Convention 190 on Violence and Harassment
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  • 43
    Language: English
    Pages: 1 Online-Ressource
    Series Statement: Private Sector Development, Privatization, and Industrial Policy
    Keywords: Beef ; Business Environment ; Forestry ; Private Investment ; Private Sector ; Private Sector Development ; Private Sector Economics ; Rural Development ; Small and Medium Size Enterprises ; Sugar ; Trade Facilitation
    Abstract: Eswatini is facing multiple challenges. It was already experiencing weak economic growth before the COVID-19 pandemic, a reflection of longstanding, deeply rooted issues such as fiscal unsustainability, declining private investment, weakening productivity and competitiveness, and falling export diversification and complexity, compounded by the impact of climate shocks. It shifted from a private investment-led higher-growth model to a government spending-led lower-growth model after the end of apartheid in South Africa. With weak investment in productive sectors, Eswatini's job market failed to keep pace with an expanding, younger labor force, leading to a large informal sector. Eswatini's public sector-driven growth model is unsustainable under current fiscally constrained conditions, and there is a need to reduce and reprioritize public spending. An assessment of existing sectoral data and consultations with Eswatini's private sector and policy makers suggest that four sectors can help drive the export-led private sector growth model. To return to an export-led growth model, Eswatini needs to increase export competitiveness by advancing regulatory reforms and improvements in trade logistics that include regional collaboration to address trade facilitation constraints. Finally, given the country's vulnerability to climate risks, policies to foster economic resilience amid extreme weather events (mainly droughts that affect agriculture) and improve disaster preparedness need to be pursued. The private sector must adapt to this challenge and work with the government to improve climate resilience
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  • 44
    Language: English
    Pages: 1 Online-Ressource
    Series Statement: Private Sector Development, Privatization, and Industrial Policy
    Keywords: Agribusiness ; Agricultural Sector Economics ; Agriculture ; Covid-19 ; General Manufacturing ; Industry ; Information and Communication Technologies ; Information Technology ; Private Sector Development ; Private Sector Economics
    Abstract: Sri Lanka is a country of paradoxes. With the lowest poverty rates, best social indicators, and highest per capita income in South Asia, Sri Lanka's economic performance since independence had generally been hailed as a success before the current debt crisis. However, past performance occurred amidst many distortions and an economy less open than its peers, largely reflecting the strong involvement of the state in the economy. Even if this interventionist model of economic policy and the presence of many state-owned enterprises (SOEs) served the country well through the years of conflict and their aftermath, it is no longer sustainable. Indeed, after the rapid growth of the peace dividend in the years post-2009, the economy has faltered and progress on social indicators has stagnated. Many of market distortions remain and have been exacerbated by COVID-19. Understanding how, despite these handicaps, Sri Lanka achieved positive economic and social outcomes in the past provides the building blocks of a realistic, forward-looking growth strategy, one of the objectives of this Country Private Sector Diagnostic (CPSD). The research for this report was conducted prior to the current crisis, but the recommendations remain relevant to implementing public policies that will support private sector-led inclusive and sustainable growth
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  • 45
    Language: English
    Pages: 1 Online-Ressource
    Series Statement: Private Sector Development, Privatization, and Industrial Policy
    Keywords: Business Environment ; Climate Change ; Climate Change Economics ; COVID-19 ; Economic Growth ; Energy ; Macroeconomics and Economic Growth ; Poverty Reduction ; Private Sector Development ; Private Sector Economics ; Water
    Abstract: Diamonds have been at the center of Botswana's growth miracle for decade - but the urgency to diversify is stronger than ever. Although Botswana's economy has undergone transformation over the past decades, the shift has been largely into non-tradable services, with limited gains in employment, income equality, and export diversification. In addition, Botswana's high vulnerability to climate change, which affects all major sectors of the economy, underscores the need to strengthen Botswana's response to climate factors as a basis for renewed, sustainable growth. A positive growth outlook and steps taken as part of the Coronavirus disease 2019 (COVID-19) crisis response should give the government new impetus to accelerate reforms. Success in diversifying the economy will depend on the decisive implementation of structural measures to increase private sector participation in nonmineral exports and transformative sectors. The dominant role that the government of Botswana still plays in large parts of the economy, particularly through its footprint as a shareholder in companies in the corporate sector, is a critical constraint that inhibits the entry and success of private sector participants. Gaps in infrastructure, access to finance, and skills are additional key constraints to employment and productivity growth. A coordinated approach to financing entrepreneurship and policies to increase uptake of digital finance can help close the gap. Trade barriers are another key cross-cutting constraint for the private sector, and a greener path for the economy can be unlocked by facilitating improved trade in environmental goods and services (EGS). Three key recommendations for the energy sector are as follows. The first recommendation is the fast tracking of instruments to facilitate investment in energy infrastructure development, including independent power producer (IPP) licensing, and procurement guidelines and processes. The second recommendation is the enhancement of the institutional capacity and governance model of the Botswana Energy Regulatory Authority (BERA). The third recommendation is the development of credit-enhancement and risk-mitigation strategies and supporting instruments to attract and mobilize private sector investment
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  • 46
    Language: English
    Pages: 1 Online-Ressource
    Series Statement: Private Sector Development, Privatization, and Industrial Policy
    Keywords: Agribusiness and Markets ; Business Environment ; Business in Development ; Global Value Chains and Business Clustering ; Private Sector Development ; Rural Development
    Abstract: This Country Private Sector Diagnostic (CPSD) investigates the potential for greater private sector investment to meet some of Uganda's development challenges. At least 600,000 Ugandans enter the labor market every year, making for a workforce that is increasingly younger and urban based. To address the country's simultaneous productivity and job challenge requires a focus on growth in sectors that can leverage demand from abroad, are labor intensive, and low skilled. Three sectors hold promise in this regard: agribusiness, which is important for productivity, employment, and export growth; energy as an enabler of overall productivity; and housing because of its role in fueling growth in the labor-intensive construction sector and alleviating the demographic pressures that rapid urbanization puts on Ugandan cities. Within the agribusiness sector, the CPSD considers three of the most promising value chains-fish, dairy, and maize-and undertakes a more disaggregated assessment of the environment for private investment
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  • 47
    Language: English
    Pages: 1 Online-Ressource
    Series Statement: Private Sector Development, Privatization, and Industrial Policy
    Keywords: Agribusiness ; Agriculture ; Energy ; Finance and Financial Sector Development ; Housing Finance ; Private Investment ; Private Sector ; Private Sector Development ; Private Sector Economics ; Renewable Energy
    Abstract: Since achieving independence in 1990, Namibia's remarkable growth has been fueled by foreign direct investment and enabled by prudent economic management. Since 2016, however, growth has declined steadily and the economy fell into recession, exposing the vulnerability of Namibia's economic growth model to external and climate shocks. These challenges were exacerbated by the Coronavirus (COVID-19) pandemic, an economic slowdown in neighboring South Africa, worsening terms of trade on the back of declining global demand and commodity prices, a decline in Southern African Customs Union (SACU) revenues, and the effects of crippling droughts on agricultural and industrial production. Namibia has very high levels of poverty and inequality, which are largely driven by high levels of unemployment. The primary objective of this Country Private Sector Diagnostic (CPSD) is to identify near and medium-term reform opportunities to revitalize the private sector and help reposition Namibia's growth on a green, resilient, and inclusive trajectory. This CPSD explores priority reform opportunities to address five cross-cutting bottlenecks: (1) enhancing the role and performance of the state-owned enterprise (SOE) sector through a more effective competition policy environment; (2) strengthening implementation of the public-private partnership (PPP) framework to expand private investments, especially in infrastructure; (3) leveraging the potential for digital transformation of the economy; (4) addressing inefficiencies in logistics and trade facilitation; and (5) tapping opportunities in the water sector for green and resilient growth. The diagnostic then looks in depth at three sectors prioritized by the Namibian government - renewable energy, climate-smart agribusiness, and housing, and provides recommendations for reducing sector-specific bottlenecks to stimulate growth potential
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  • 48
    Online Resource
    Online Resource
    Washington, D.C : The World Bank
    Language: English
    Pages: 1 Online-Ressource
    Series Statement: Other Agricultural Study
    Keywords: Access To Finance ; Agricultural Irrigation and Drainage ; Agriculture ; Asset Management ; Finance and Financial Sector Development ; Financial Structures
    Abstract: The demand for more efficient use of land and water resources to enable farmers to produce food using climate-resilient processes continues to grow in the face of a growing global population and the impacts of climate change and other shocks such as Coronavirus (COVID-19). Although irrigation has been widely promoted as important for productivity and resilience, it has not been sufficiently expanded. Large, well-established irrigation projects developed by public institutions and select private sector projects play an important role in providing access to irrigation, but they are insufficient to meet need. In parallel, farmers have been developing effective small-scale irrigation (SSI) options that include a range of technologies, financing methods, and operating models. International Finance Corporation (IFC) and the International Fund for Agricultural Development (IFAD) are global organizations focused on promoting resilient agriculture and food system transformation. This handbook takes a practical approach in guiding its target readers, which comprise policy makers, governments and government agencies, private sector actors, and development institution partners, on how to deliver effective design and operation strategies, combined with financing models, to implement and sustainably expand use of irrigation
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  • 49
    Online Resource
    Online Resource
    Washington, D.C : The World Bank
    Language: English
    Pages: 1 Online-Ressource
    Series Statement: Women in Development and Gender Study
    Keywords: Energy ; Gender ; Gender and Economics ; Industry ; Social Aspects of Climate Change ; Social Development
    Abstract: Transitioning to a low-carbon economy is critical to the sustainability of the planet. A recent World Bank report found that increasing demand for clean energy technologies can increase demand for minerals such as graphite, lithium, and cobalt by nearly 500 percent by 2050. Even though the authors expect recycling rates to go up in the future, mining will still be required to supply critical minerals: the shift to a low-carbon future will be mineral-intensive, and mining will remain a critical industry. It is in this context that the World Bank Group established the climate-smart mining initiative (CSM), which is sustained by a partnership between industry and country governments. The initiative supports the sustainable extraction, processing, and recycling of the minerals and metals that are needed for low-carbon technologies. The concept is built upon four pillars: (i) climate mitigation; (ii) climate adaptation; (iii) reducing material impacts; and (iv) creating market opportunities
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  • 50
    Language: English
    Pages: 1 Online-Ressource
    Series Statement: Private Sector Development, Privatization, and Industrial Policy
    Keywords: Access To Finance ; Agribusiness ; Agriculture ; Business Environment ; COVID-19 ; Emerging Markets ; Energy Sector ; Livestock ; Private Sector ; Private Sector Development ; Private Sector Economics ; Special Economic Zones
    Abstract: Until the onset of the coronavirus disease 2019 (SARS-CoV2) COVID-19 pandemic and despite the deteriorating security situation, Mali's economic growth averaged five percent since 2014, on par with its long-term potential. Mali's fragile state status has also taken a toll on economic activity and social welfare by reducing access to markets, threatening food security, and degrading human capital indicators. With an increasing debt burden resulting in limited fiscal space to address persistent security risks and to combat the COVID-19 pandemic, the government of Mali is compelled to refocus the role of the state and unleash the potential of the private sector to boost productivity growth, to diversify the economy away from a narrow base, and to ensure inclusive economic and social welfare for all Malians. The growth model will be readdressed around energizing investment, creating resilient markets, and building back better for a more resilient recovery via (a) improving the business environment; (b) crowding-in private participation in the delivery of infrastructure and certain public services; (c) ensuring that remaining state-owned enterprises and private firms compete on equal terms - that is, upholding competitive neutrality principles; (d) expanding public-private partnerships in key sectors, through transparent and competitive procurement; and (e) leveraging digital solutions by further enhancing digital infrastructure that would, in turn, increase the uptake of digital financial services and digital platforms for key sectors of the economy, such as agriculture, and digitize government services (e-government)
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  • 51
    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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  • 52
    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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  • 53
    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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  • 54
    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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  • 55
    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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  • 56
    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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  • 57
    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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  • 58
    Online Resource
    Online Resource
    [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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  • 59
    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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  • 60
    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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  • 61
    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 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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  • 62
    Online Resource
    Online Resource
    [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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  • 63
    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., 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 11 min.)
    Edition: 1st edition
    Keywords: Electronic videos
    Abstract: Use Google Cloud Functions to quickly build solutions for Data Engineering.
    Note: Online resource; Title from title screen (viewed September 15, 2021) , Mode of access: World Wide Web.
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    Language: English
    Pages: 1 online resource (1 video file, approximately 1 hr., 29 min.)
    Edition: 1st edition
    Keywords: Electronic videos
    Abstract: Learn to build MLOps predictions with containers * AWS App Runner * AWS ECR (EC2 Container Registry) * Flask * SKlearn * Google Cloud Run * Practical MLOps * MLOPs Cookbook
    Note: Online resource; Title from title screen (viewed October 23, 2021) , Mode of access: World Wide Web.
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    Language: English
    Pages: 1 online resource (1 video file, approximately 6 min.)
    Edition: 1st edition
    Keywords: Electronic videos
    Abstract: A walkthrough of a course you can take by using O'Reilly resources created by Pragmatic AI Lab.
    Note: Online resource; Title from title screen (viewed December 5, 2021) , Mode of access: World Wide Web.
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    Language: English
    Pages: 1 online resource (1 video file, approximately 10 min.)
    Edition: 1st edition
    Keywords: Electronic videos
    Abstract: Learn to use AWS CloudShell to write PowerShell and C#. Included is code walkthroughs of Powershell, C# and Bash with the AWS SDK and CLI.
    Note: Online resource; Title from title screen (viewed December 15, 2021) , Mode of access: World Wide Web.
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    Language: English
    Pages: 1 online resource (1 video file, approximately 47 min.)
    Edition: 1st edition
    Keywords: Electronic videos
    Abstract: Doing MLOps live talk and demo
    Note: Online resource; Title from title screen (viewed December 16, 2021) , Mode of access: World Wide Web.
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    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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    [Erscheinungsort nicht ermittelbar] : O'Reilly Media, Inc. | Boston, MA : Safari
    Language: English
    Pages: 1 online resource (54 pages)
    Edition: 1st edition
    Keywords: Electronic books ; local
    Abstract: Getting your models into production is the fundamental challenge of machine learning. MLOps offers a set of proven principles aimed at solving this problem in a reliable and automated way. This insightful guide takes you through what MLOps is (and how it differs from DevOps) and shows you how to put it into practice to operationalize your machine learning models. Current and aspiring machine learning engineers--or anyone familiar with data science and Python--will build a foundation in MLOps tools and methods (along with AutoML and monitoring and logging), then learn how to implement them in AWS, Microsoft Azure, and Google Cloud. The faster you deliver a machine learning system that works, the faster you can focus on the business problems you're trying to crack. This book gives you a head start. You'll discover how to: Apply DevOps best practices to machine learning Build production machine learning systems and maintain them Monitor, instrument, load-test, and operationalize machine learning systems Choose the correct MLOps tools for a given machine learning task Run machine learning models on a variety of platforms and devices, including mobile phones and specialized hardware
    Note: Online resource; Title from title page (viewed November 25, 2021) , Mode of access: World Wide Web.
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    Language: English
    Pages: 1 online resource (1 video file, approximately 30 min.)
    Edition: 1st edition
    Keywords: Electronic videos ; local
    Abstract: 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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    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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    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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    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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    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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    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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    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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    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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    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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    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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    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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    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 10 min.)
    Edition: 1st edition
    Keywords: Electronic videos
    Abstract: Learn to to use Data Science methodology for infrastructure Topics include: * Does Anything work? * Feedback Loops * Kaizen * Full stack data science
    Note: Online resource; Title from title screen (viewed October 3, 2021) , Mode of access: World Wide Web.
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    Pages: 1 online resource (1 video file, approximately 6 hr., 52 min.)
    Edition: 1st edition
    Keywords: Electronic videos
    Abstract: O’Reilly Radar: Data & AI will showcase what’s new, what’s important, and what’s coming in the field. It includes two keynotes and two concurrent three-hour tracks—designed to lay out for tech leaders the issues, tools, and best practices that are critical to an organization at any step of their data and AI journey. You’ll explore everything from prototyping and pipelines to deployment and DevOps to responsible and ethical AI.
    Note: Online resource; Title from title screen (viewed October 14, 2021) , Mode of access: World Wide Web.
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    Language: English
    Pages: 1 online resource (1 video file, approximately 19 min.)
    Edition: 1st edition
    Keywords: Electronic videos
    Abstract: Learn how to create a Python decorator that can handle exceptions by taking arguments and handling them automatically, saving you time and preventing repetition! In this video I'll walk you through some of the inner workings of decorators, but most importantly, I'll show you how to build a decorator that takes arguments and handles exceptions automatically, avoiding repetition and making your code more readable! Topics include: * Learn how decorators work behind the scenes * Find the differences between a lazy and eager decorator * Work with decorators that take arguments and delay execution Useful links: * Github repository with sample code * Get started with Python
    Note: Online resource; Title from title screen (viewed November 17, 2021) , Mode of access: World Wide Web.
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    Language: English
    Pages: 1 online resource (1 video file, approximately 3 min.)
    Edition: 1st edition
    Keywords: Electronic videos
    Abstract: Learn to walk it out when you are stuck on a hard technical problem.
    Note: Online resource; Title from title screen (viewed November 28, 2021) , Mode of access: World Wide Web.
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    Language: English
    Pages: 1 online resource (1 video file, approximately 12 min.)
    Edition: 1st edition
    Keywords: Electronic videos
    Abstract: Develop with Kubernetes without having a running cluster locally using an SSH tunnel to connect to the remote K8s instance and then use regular kubectl commands to interact with the cluster. Then, supercharge your k8s flows with k9s, a powerful interface in the terminal for k8s In this video I'll walk you through some useful techniques you can use to setup a remote k8s cluster that runs locally, and will then use k9s, a powerful terminal UI that allows you to control a kubernetes cluster easily with less commands. Topics include: Connect to a remote K8s cluster over SSH using a tunnel Use different SSH flags when creating an SSH tunnel Learn k9s, a powerful terminal UI to control Kubernetes Useful links: * Github Gist with instructions * k9s CLI Tool
    Note: Online resource; Title from title screen (viewed December 3, 2021) , Mode of access: World Wide Web.
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    Language: English
    Pages: 1 online resource (1 video file, approximately 37 min.)
    Edition: 1st edition
    Keywords: Electronic videos
    Abstract: Learn to use Python to create statements in under an hour. The following techniques are covered: Lists,Dictionary, For Loops
    Note: Online resource; Title from title screen (viewed November 11, 2021) , Mode of access: World Wide Web.
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    Pages: 1 online resource (1 video file, approximately 4 min.)
    Edition: 1st edition
    Keywords: Electronic videos
    Abstract: Talks I want to attend virtually at re:Invent 2021 include: Machine Learning Opportunities for Underrepresented Groups ABW001 MLOps at Amazon: How to productionize ML workloads at scale AMZ302 Serverless ML: Machine learning without managing machines SVS313 Large-scale distributed training of media ML models with Amazon FSx NFX204 New technology for athletic training and live insights (sponsored by Intel) AIM211-S 3DAT
    Note: Online resource; Title from title screen (viewed November 27, 2021) , Mode of access: World Wide Web.
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    Language: English
    Pages: 1 online resource (1 video file, approximately 36 min.)
    Edition: 1st edition
    Keywords: Electronic videos
    Abstract: Learn to build an AWS Lambda function in Python from scratch that uses Boto3 to communicate with Amazon S3. Later invoke that function inside the AWS Cloud9 Development environment. New 11-11-2021 edition.
    Note: Online resource; Title from title screen (viewed November 11, 2021) , Mode of access: World Wide Web.
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    Pages: 1 online resource (1 video file, approximately 10 min.)
    Edition: 1st edition
    Keywords: Electronic videos
    Abstract: I walk through the new AWS Sagemaker Labs environment
    Note: Online resource; Title from title screen (viewed December 16, 2021) , Mode of access: World Wide Web.
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    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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    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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    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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    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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    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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    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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    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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  • 100
    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: 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.
    Library Location Call Number Volume/Issue/Year Availability
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