beginning-data-analyst.md

SQL For Beginners

• W3 Schools SQL Tutorial
• Kahn Academy - Intro to SQL

Python for Beginners

• Udemy - Complete Python Bootcamp by Jose Portilla

Web Scraping with Python

• Intro To Web Scraping With Python
• Python Tutorial: Web Scraping with BeautifulSoup and Requests
• Python Web Scrape NBA Players of the Week Data Into a CSV File | Python Web Scraping
• BeautifulSoup 4 Python Web Scaping to CSV Excel File
• Scrape and create your own beautiful dataset from sports-reference.com using BeautifulSoup (python)
• Web Scraping NBA Stats
• Learning Python: Part 1 - Scraping and Cleaning the NBA Draft

Learning Pandas

• Solving real world data science tasks with Python Pandas!
• Complete Python Pandas Data Science Tutorial! (Reading CSV/Excel files, Sorting, Filtering, Groupby)
• Introduction to Data Processing in Python with Pandas | SciPy 2019 Tutorial | Daniel Chen
• Keith Galli - Data Science Playlist
• Playlist: Best practices with Pandas - (Code)
• YouTube Data School: Data Science Best Practices with pandas (PyCon 2019) - (Code)
• Top 25 Pandas Tricks

Linear Algebra with Python

• Land on Vector Spaces: Practical Linear Algebra with Python | SciPy 2019 Tutorial | L Barba, T Wang

Scikit-Learn

• YouTube Data School: Machine learning in Python with scikit-learn - (Code)