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Learning Guides

3.1.1 CRUD Operations Create, Read and Upload

3.1.2 Joins, Aggregations, and Window Functions in SQL

3.2.1 Advanced SQL Techniques: CTEs and Subqueries

3.2.2 Stored Procedures and Functions

3.2.3 Advanced SQL: Query Optimization and Indexing

3.3.1 Python and Jupyter Notebooks for Data Analysis

3.3.2 Data Manipulation using Pandas and NumPy

3.3.3 Handling Missing Data and Data Tranformation

3.4.1 Data Standardization and Normalization

3.4.2 Merging, Joining and Pivoting Data

3.5.1 Working with APIs and Web Scraping

3.5.2 Reading and Processing Different File Formats

GitHub Assignments

GitHub Instructions

GitHub Assignment 3.3.2

GitHub Assignment 3.4.1

GitHub Assignment 3.4.2

GitHub Assignment 3.5.1

GitHub Assignment 3.5.2

Recap Video

Recap Video - Module 3

Quiz

Quiz 3.1

Quiz 3.2

Quiz 3.3

Quiz 3.4

Quiz 3.5

Module 3: Data Manipulation & SQL/Python

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