We are pleased to announce the availability of new, free online training for Azure Data Lake. We’ve designed this training to get developers ramped up fast. It covers all the topics a developer needs to know to start being productive with big data and how to address the challenges of authoring, debugging, and optimizing at scale.
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You can find this training and many more resources for developers.
1 | Introduction to Azure Data Lake
Get an overview of the entire Azure Data Lake set of services including HDI, ADL Store, and ADL Analytics.
2 | Introduction to Azure Data Lake Tools for Visual Studio
Since ADL developers of all skill levels use Azure Data Lake Tools for Visual Studio, review the basic set of capabilities offered in Visual Studio.
3 | U-SQL Programming
Explore the fundamentals of the U-SQL language, and learn to perform the most common U-SQL data transformations.
4 | Introduction to Azure Data Lake U-SQL Batch Job
Find out what’s happening behind the scenes, when running a batch U-SQL script in Azure.
5 | Advanced U-SQL
Learn about the more sophisticated features of the U-SQL language to calculate more useful statistics and learn how to extend U-SQL to meet many diverse needs.
6 | Debugging U-SQL Job Failures
Since, at some point, all developers encounter a failed job, get familiar with the causes of failure and how they manifest themselves.
7 | Introduction to Performance and Optimization
Review the basic concepts that drive performance in a batch U-SQL job, and examine strategies available to address those issues when they come up, along with the tools that are available to help.
8 | ADLS Access Control Model
Explore how Azure Data Lake Store uses the POSIX Access Control model, which is very different for users coming from a Windows background.
9 | Azure Data Lake Outro and Resources
Learn about course resources.