Navbar Over Banner & Sticky on Scroll

Python Programming & Math for AI

A 4-Week Industry-Centric Curriculum

Foundations • Data • Visualization • Math for AI

Week 1

Week 1: Python Basics & Programming Foundations

  • Day 1: Introduction to Python, IDE setup
  • Day 2: Variables, Data Types, Input/Output
  • Day 3: Conditional Statements
  • Day 4: Loops & Loop Control
  • Day 5: Functions, Lambda Expressions
Week 2

Week 2: Advanced Python & Libraries

  • Day 6: Lists, Tuples, Dictionaries, Sets
  • Day 7: String Manipulation
  • Day 8: File I/O & Exception Handling
  • Day 9: Classes & Objects
  • Day 10: OOP – Inheritance & Encapsulation
Week 3

Week 3: Core Python for Data Handling

  • Day 11: NumPy – Arrays, Operations
  • Day 12: Pandas – Series & DataFrames
  • Day 13: Data Cleaning
  • Day 14: Matplotlib – Basic Plots
  • Day 15: Seaborn – Advanced Visualization
Week 4

Week 4: Math for AI – Stats, Algebra & Probability

  • Day 16: Vectors, Matrices, Operations
  • Day 17: Matrix Math – Multiplication, Inverse
  • Day 18: Mean, Median, Variance
  • Day 19: Normal, Binomial, Poisson
  • Day 20: Hypothesis Testing

End of Module Outcomes

Python Fundamentals

Strong understanding of data handling & preprocessing

Data & Visualization

Ability to perform full Exploratory Data Analysis

Math for AI

Hands-on experience with Pandas, NumPy, Seaborn, Matplotlib

🚀 Ready to Start Your AI Journey?

Master Python and Math foundations in just 4 weeks. Enroll now and accelerate your career in AI & Data Science!

Enroll Now Contact Us
Logo

© 2013 Infinity Mind Tech. All rights reserved.

Terms & Conditions Privacy Policy Help Center