NPTEL / IIT Roorkee Data Science & AI 100% Free Course

Machine Learning and AI Foundations

Duration 12 Weeks

Level Advanced

Medium English

Certificate Available

Course Overview

In-depth mathematical foundations of supervised and unsupervised machine learning algorithms, deep learning neural networks, and computer vision.

Syllabus & Learning Roadmap

Weeks 1-3: Linear Algebra & Probability
Weeks 4-6: Regression, Classification, SVM
Weeks 7-9: Neural Networks & Deep Learning
Weeks 10-12: NLP, LLMs & Computer Vision

Prerequisites & Target Learners

Engineering or Science graduates with linear algebra and Python familiarity.

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Course Tuition Fee

Free Enrollment

Offered by NPTEL / IIT Roorkee

Enroll on Official Platform

Key Highlights:

100% Online & Self-Paced
Direct Certificate of Completion
Industry Recognized Curriculum
Verified Official Government / Partner Link