Languages
SQL for Data Analytics ๐
Welcome to the comprehensive guide on using SQL for data analytics. This series covers everything from the basics of ...
SQL for Data Analytics ๐
Welcome to the comprehensive guide on using SQL for data analytics. This series covers everything from the basics of data preparation to advanced techniques like cohort analysis and anomaly detection.
๐ Course Curriculum
โญ1. Introduction๐งน2. Preparing Your Data๐3. Time Series Analysis๐ฅ4. Cohort Analysis๐5. Text Analysis๐จ6. Anomaly Detection๐งช7. Experiment Analysisโ๏ธ8. Building Complex Data Sets
What You'll Learn
- Strategic Foundations: Understand where SQL fits in the modern data stack compared to Python/R.
- Data Preparation: Master data cleaning, profiling, and reshaping techniques.
- Advanced Analytics: Dive deep into time series, cohort behavior, and anomaly detection.
- Experimental Rigor: Use SQL to analyze A/B tests and validate hypotheses.
- Optimization: Learn best practices for code organization and complex multi-dimensional aggregation.