Advanced SQL for Data Analytics

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SQL (Structured Query Language) is one of the foundational tools taught at Techmine—and for good reason. It’s not just one of the oldest programming languages; it’s also among the most essential for data and programming professionals.

Originally designed to manage and manipulate relational databases, SQL has become a cornerstone of modern data work, used across diverse databases and industries. Praised for its elegance and descriptiveness, SQL is often called a “beautiful” language. But beauty doesn’t mean simplicity. While some believe mastering SQL requires decades of trial and error, we disagree. In today’s fast-paced tech landscape, you can’t afford to wait.

This course takes you far beyond the basics. You’ll uncover SQL’s most powerful constructs—tools and techniques that can dramatically reduce programming effort, improve system performance, and ensure consistent, reliable results for your projects. We’ll guide you through advanced analytics and hard-to-find best practices, ensuring you’re ready to tackle real-world challenges with confidence and efficiency.

Start now and unlock the full potential of SQL — because mastering this powerful language could be the key to unlocking your next big opportunity.

Introduction
Order of Execution
Grouping Sets
Nulls
Statement or Expression
User Defined Functions
Joins
With Predicate
Window Analytic Functions
Recursive Queries
Graph Data
minard map
Nested Sets
Random and Distributions
Monte Carlo
Combinatorics
Statistical Tests
Regression
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