Challenge

Pakistan

Learn. Connect. Build. Grow

All courses
Course 07Advanced

Machine Learning Fundamentals

Python, data preparation, core ML models and a practical project you can show to employers.

6–8 weeks BothRs 10,000

What you'll learn

  • Write Python for data work
  • Clean and prepare real datasets
  • Train and evaluate core ML models
  • Ship a practical ML project

Curriculum

Python basics

Week 1–2

Types, control flow, functions, NumPy and Pandas.

Data preparation

Week 3

Cleaning, features, splits and leakage prevention.

Core models

Week 4–5

Regression, classification, trees and evaluation metrics.

Practical project

Week 6–8

End-to-end ML project with documentation.

Tools you'll use

PythonPandasscikit-learnJupyter

Projects you'll build

  • Sales forecasting for a local business
  • Customer-segment analysis for an e-commerce store

Prerequisites

  • Basic programming helpful; strong commitment required

Ready to start Machine Learning Fundamentals?

Message us on WhatsApp for the next cohort date, fee confirmation and enrollment.