Practical Data Analysis with SQL
Beginner
30 Lessons
9h
Certificate of Completion
Takeaway Skills
Familiarity with advanced concepts and techniques for analyzing data using SQL
The ability to generate random data for training and benchmarking
Familiarity with datasets through descriptive statistics and histograms
Working knowledge of binning techniques and time series analysis
The ability to produce cumulative aggregation, subtotals, cubes, pivot tables, and data summaries for analysis
The ability to clean and prepare data with interpolation and linear regression
Course Overview
SQL databases have been around since the 1970s. Some of the smartest people in the world worked on making it easy to slice, dice, fetch and manipulate data quickly and efficiently. SQL databases have come such a long way that many developers and data scientists have lost track of what they can do with plain SQL. In this course, you will learn advanced concepts and techniques for analyzing data using SQL. You will obtain hands-on experience in producing descriptive statistics, breaking a large query into mu...Show More
Course Content
Introduction
Basic SQL for Data Analysis
Descriptive Statistics
Grouping and Subtotals
Running and Cumulative Aggregation
Interpolation
4 Lessons
Binning
4 Lessons
Conclusion
1 Lesson
Show License and Attributions
Show License and Attributions
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