Python programming

• 1. Basic Concepts

• 2. Data Structures

• 3. Functions

• 4. Control Structures

• 5. Modules

• 6. Files

• 7. Algorithms

• 8. Functional Programming

• 9. Object Oriented Programming (OOP)

Python Libraries

Math & Data Analysis

• NumPy
• Pandas

Data visualization

• Matplotlib
• Bokeh
• Plotly
• Seaborn

Machine Learning & Deep Learning

• Scikit-learn
• PyTorch
• TensorFlow

Python Frameworks

• Flask
• Plotly Dash
• Streamlit