Data-Driven Problem Solving
AI & Machine Learning
The AI and Machine Learning course introduces students to data-driven problem solving and intelligent systems. It builds a strong base in Python, data handling, and machine learning concepts through practical learning.
10w
Starts in
4+
Highlights
6
Skills Covered
Free
To Apply
Curriculum
Week-by-week breakdown of what you'll build and learn.
Week 1–3
Python for Data
NumPy, Pandas, Matplotlib — the core toolkit every ML engineer uses to work with real data.
Week 4–7
Core ML Concepts
Regression, classification, clustering — how machines learn patterns from structured data.
Week 8–12
Model Building
Scikit-learn workflows, feature engineering, cross-validation, and evaluation metrics.
Week 13–16
Deep Learning Intro
Neural networks, Keras basics, and building your first image or text classifier.
What You'll Learn
Every skill you gain, mapped out clearly.
Who Should Join
This course is designed for you if…
Technologies You'll Master
Learn the same tools used by developers at Google, Netflix, and thousands of startups worldwide.
Tools & Platforms
MatplotlibCourse Outcomes
By the end of this program, you will be able to…
Build beginner-friendly machine learning projects
Understand how data is prepared and models are trained
Gain a foundation for advanced AI learning
Apply AI ideas to practical use cases