Python for AI
Master Python programming fundamentals and AI-specific libraries
Beginner
6-8 weeks
2.5k+
4.8
Your Progress0/24 completed
1Python Fundamentals
Core Python concepts and syntax
1-2 weeks
Python Installation & Setup
15 min
Variables and Data Types
25 min
Basic Python Exercises
45 min
Control Structures
30 min
Build a Calculator
60 min
2NumPy for Numerical Computing
Array operations and mathematical functions
1 week
Introduction to NumPy
20 min
Array Creation and Indexing
35 min
NumPy Practice Problems
40 min
Broadcasting and Vectorization
25 min
Image Processing with NumPy
90 min
3Pandas for Data Manipulation
Data analysis and manipulation with Pandas
1-2 weeks
Pandas DataFrames and Series
30 min
Data Loading and Cleaning
40 min
Data Cleaning Exercises
60 min
Grouping and Aggregation
35 min
Analyze Sales Data
120 min
4Matplotlib & Data Visualization
Create compelling visualizations
1 week
Basic Plotting with Matplotlib
25 min
Advanced Plot Types
35 min
Visualization Challenges
50 min
Create a Data Dashboard
100 min
5Introduction to Scikit-learn
Your first machine learning models
1-2 weeks
ML Concepts and Scikit-learn
30 min
Linear Regression
40 min
Regression Exercises
60 min
Classification Algorithms
45 min
Build a Prediction Model
150 min