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AI and ML Programming

11 Modules · 84 Lessons

Module 1

Days 1–3: Python Foundations in Google Colab

Module 2

Days 4–6: Python Data Structures and Reusable Programs

Module 3

Days 7–8: Coding Interviews and Version-Control Basics

Module 4

Days 9–11: NumPy and pandas for Data Work

Module 5

Days 12–14: SQL and Exploratory Data Analysis

Module 6

Days 15–17: Machine Learning Workflow and Regression

Module 7

Days 18–20: Classification and Preprocessing Pipelines

Module 8

Days 21–23: Validation, Tree Models, and First Portfolio Project

Module 9

Days 24–25: Practical Neural Network Foundations

Module 10

Days 26–28: Capstone Project and Simple Deployment

Module 11

Days 29–30: Applications and Entry-Level Interview Preparation