Python – Basics

Beginner Course (16 Lessons) – TensorSpeed

Master the fundamentals of Python.
Perfect for machine learning, physics, computer graphics, and data science.

• Lesson 1: Introduction to Python & Setup
• Lesson 2: Variables & Basic Data Types
• Lesson 3: Operators & Expressions
• Lesson 4: Strings & String Methods
• Lesson 5: Lists & List Methods
• Lesson 6: Loops – For & While
• Lesson 7: Conditional Statements – if, elif, else
• Lesson 8: Functions – Defining & Using
• Lesson 9: Dictionaries & Sets
• Lesson 10: File Input/Output – Reading & Writing Data
• Lesson 11: Modules & Imports
• Lesson 12: NumPy Basics – Arrays & Vector Operations
• Lesson 13: Intro to Pandas – DataFrames & Data
• Lesson 14: Pandas – Filtering, Grouping & Basic Cleaning
• Lesson 15: Mini ML Project – Iris Classification (Scikit-learn Intro)
• Lesson 16: Final Review & Mini-Project Wrap-Up