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Online Tutorials/Courses
Author Sullivan, Dan speaker.

Title Advanced SQL for Data Scientists / with Dan Sullivan

Publication Info. Carpenteria, CA linkedin.com, 2021.
Playing Time 02h:30m:38s
Description data file rda
Note 5/27/202112:00:00AM
Summary Learn advanced techniques for analyzing large data sets with SQL. Find out how to build sophisticated data models, optimize queries, extend SQL with user-defined functions, and more.
Cast Presenter: Dan Sullivan
Summary Many data scientists know how to work with SQL-the industry-standard language for data analysis. But as data sizes grow, you need to know how to do more than simply read and write from a database. This course provides a more sophisticated approach to designing data models and optimizing queries in SQL. Instructor Dan Sullivan begins with the logical and physical design of tables-with particular focus on very large databases-and then presents a deep dive review of indexes, including specialized indexes and when to use them. The next section introduces query optimization and shows how to optimize basic, multi-join, and more complex queries. The course also covers SQL extensions, including user-defined functions and specialized data types. The techniques taught here enable more efficient analysis of large data sets using SQL, statistics, and custom business logic.
System Details Latest version of the following browsers: Chrome, Safari, Firefox, or Internet Explorer. Adobe Flash Player Plugin. JavaScript and cookies must be enabled. A broadband Internet connection.
Added Author linkedin.com (Firm)
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