Data Science & Analytics

Learn Python, pandas, and data visualization to become a data analyst or scientist.

1. Python Fundamentals
   Master the programming language that powers data science.
   • Python Official Tutorial
   • Codecademy: Learn Python 3
   • freeCodeCamp: Scientific Computing with Python
2. Data Manipulation with Pandas
   Learn to clean, transform, and analyze data efficiently.
   • Pandas Official Documentation
   • DataCamp: Intro to Python for Data Science
   • Kaggle: Pandas Course
3. Data Visualization
   Create compelling charts and graphs to tell stories with data.
   • Matplotlib Tutorial
   • Seaborn Tutorial
   • Plotly Python Documentation
4. Machine Learning Basics
   Introduction to ML algorithms and scikit-learn.
   • Scikit-learn Tutorial
   • Coursera: Machine Learning by Andrew Ng
   • Kaggle: Intro to Machine Learning
5. SQL for Data Analysis
   Learn to query databases and extract insights.
   • SQLBolt: Learn SQL
   • Khan Academy: SQL
   • W3Schools: SQL Tutorial