| Project | Build real programs and mini projects that encourage creative thinking and innovation. |
|---|---|
| Class Duration | 1 Hour |
| Total Class | 90 |
| Language | English, Bangla |
Day 1-5: Introduction to AI, Python Basics, Variables & Data Types
Day 6-10: Conditional Statements, Loops, Functions & Logic Building
Day 11-15: Lists, Tuples, Dictionaries & Strings
Day 16-20: File Handling, Modules & Virtual Environment
Day 21-25: Object-Oriented Programming (OOP) Basics
Day 26-30: NumPy & Pandas for Data Handling
Day 31-35: Data Cleaning & Preprocessing
Day 36-40: Data Visualization with Matplotlib & Seaborn
Day 41-45: Mini Projects: Data Analysis & Python Applications
Day 46-50: Supervised Learning: Regression & Classification
Day 51-55: Unsupervised Learning: Clustering & Dimensionality Reduction
Day 56-60: Neural Networks Basics
Day 61-65: Deep Learning & TensorFlow Intro
Day 66-70: Natural Language Processing (NLP) Basics
Day 71-75: Reinforcement Learning Concepts
Day 76-80: AI Projects: Image Recognition & Prediction Models
Day 81-85: Final Projects: AI Applications & Automation
Day 86-90: Capstone Project: Build Complete AI Solution
Start from scratch and become confident in AI & Machine Learning within 90 days.
