Predict flight delays by creating a machine learning model in Python
51 minutes | Module | 6 Units
4.7 (1,325)Import airline arrival data into a Jupyter notebook and use Pandas to clean it. Then, build a machine learning model with Scikit-Learn and use Matplotlib to visualize output.
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Introduction to Azure Machine Learning
42 minutes | Module | 6 Units
4.6 (1,283)Introduction to Azure Machine Learning
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Use automated machine learning in Azure Machine Learning
39 minutes | Module | 8 Units
4.9 (27)Training a machine learning model is an iterative process that requires time and compute resources. Automated machine learning can help make it easier. Learn how to use the automated machine learning user interface in Azure Machine Learning
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Security, responsibility, and trust in Azure
1 hr 16 min | Module | 11 Units
4.7 (28,402)Discuss the basic concepts for protecting your infrastructure and data when you work in the cloud. Understand what responsibilities are yours and what Azure takes care of for you.
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Secure your Azure SQL Database
1 hr 7 min | Module | 8 Units
4.5 (2,802)Secure your Azure SQL Database to keep your data secure and diagnose potential security concerns as they happen.
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Introduce the foundation pillars of DevOps: Culture and Lean Product
25 min | Module | 6 Units
4.8 (152)DevOps is the union of people, process, and products to enable continuous delivery of value to our end users. Discover the first two foundation pillars of DevOps: Culture and Lean Product.
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Publish a web app to Azure with Visual Studio
47 min | Module | 8 Units
4.7 (1,805)Use the publishing features of Visual Studio 2017 to deploy and manage an ASP.NET Core web application hosted on Azure.
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Capture and view page load times in your Azure web app with Application Insights
45 min | Module | 6 Units
4.5 (116)Application Insights is an Azure service that you can use to monitor the behavior and performance of a web application. If you run a web app in Azure, you can take advantage of several benefits provided by Application Insights simply by enabling it, without changing any of your code. When you complete this module, you'll know how to enable Application Insights and client-side monitoring and view metrics in the portal.
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How to build an app solution
21 min | Module | 7 Units
4.7 (1,197)Power Apps allows businesses to create custom solutions for everyday problems. In this module, you will learn how to build and customize an app from scratch.
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Introduction to model-driven apps and Common Data Service
37 min | Module | 6 Units
4.5 (652)Do you want to quickly build apps with little to no code? This module will focus on the building blocks of Common Data Service and model-driven apps. These key components will help you build quick business apps in your organization.
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Introduction to Python
1 hr 7 min | Module | 10 Units
4.7 (3,111)Learn how to write basic Python code, declare variables, and work with console input and output
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Introduction to Git
1 hr 15 min | Module | 9 Units
4.7 (214)Find out what source control is, and get an introduction to Git - the world's most popular version control system.
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How to build a simple dashboard
24 min | Module | 8 Units
4.7 (683)Power BI helps business users and developers alike to easily analyze, visualize, and collaborate on data. This module will teach you how to do all of that without effecting your underlying dataset.
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Object-oriented programming in Python
51 min | Module | 9 Units
4.8 (57)Learn more about object-oriented programming with this next-steps module in Python.
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Assess your existing software development process
19 min | Module | 5 Units
4.7 (4,523)Use a value stream map to help you examine your existing processes and technologies.
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Automate Azure tasks using scripts with PowerShell
1 hr 11 min | Module | 9 Units
4.7 (3,000)Install Azure PowerShell locally and use it to manage Azure resources.
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Execute an Azure Function with triggers
1 hr 23 min | Module | 9 Units
4.7 (1,649)A trigger is responsible for executing an Azure function and there are dozens of triggers to choose from. This module will you show you some of the most common types of triggers and how to configure them to execute your logic.
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Build a containerized web application with Docker
57 min | Module | 8 Units
4.6 (1,940)Package a web app so that it can be deployed as a Docker image and run from an Azure Container Instance.
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Manage Agile software delivery plans across teams
33 min | Module | 7 Units
4.7 (485)Learn to optimize delivery efficiency by improving work plan visibility across teams.
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Implement a code workflow in your build pipeline by using Git and GitHub
1 hr 27 min | Module | 10 Units
4.7 (1,283)Collaborate with others and merge only the highest quality code.
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Design for efficiency and operations in Azure
42 min | Module | 5 Units
4.7 (3,001)Learn how to design an Azure architecture that is cost- and operationally-efficient, eliminates waste, and gives you full visibility into what's happening in your environment.
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Design for performance and scalability in Azure
48 min | Module | 6 Units
4.7 (3,260)Scaling your system to handle load, identifying network bottlenecks, and optimizing your storage performance are important to ensure your users have the best experience. Learn how to make your application perform at its best.
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