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NPTEL

NPTEL — Free AI Courses

IITs and IISc free courses — India's academic AI flagship.

NPTEL

Introduction to Artificial Intelligence (IIT Madras)

Prof. Deepak Khemani's NPTEL course on classical AI — search, planning, knowledge representation, agents.

free

Certificate: accredited

⏱ 36 hours

intermediate

NPTEL

Deep Learning (IIT Kharagpur)

NPTEL's flagship deep learning course by IIT Kharagpur. Free with paid certificate option.

free

Certificate: accredited

⏱ 48 hours

intermediate

NPTEL

Deep Learning (IIT Ropar)

Prof. Sudarshan Iyengar's NPTEL course — deep learning theory and practice from IIT Ropar.

free

Certificate: accredited

⏱ 40 hours

intermediate

NPTEL

Introduction to Machine Learning (IIT Madras)

Prof. Balaraman Ravindran's NPTEL course on ML fundamentals — one of India's most popular ML courses.

free

Certificate: accredited

⏱ 40 hours

intermediate

NPTEL

Introduction to Machine Learning (IIT Kharagpur)

NPTEL's IIT KGP course on ML basics — supervised, unsupervised, neural networks, evaluation.

free

Certificate: accredited

⏱ 40 hours

beginner

NPTEL

Introduction to Machine Learning - in Tamil

NPTEL's machine learning course taught in Tamil by IIT Madras. India-first regional language ML education.

free

Certificate: accredited

⏱ 40 hours

beginner

NPTEL

Reinforcement Learning (IIT Madras)

Prof. Balaraman Ravindran's NPTEL course on RL — MDPs, Q-learning, policy gradients, deep RL.

free

Certificate: accredited

⏱ 40 hours

advanced

NPTEL

Deep Learning for Natural Language Processing

NPTEL's deep learning for NLP course — word embeddings, RNNs, attention, transformers.

free

Certificate: accredited

⏱ 40 hours

intermediate

NPTEL

Deep Learning for Visual Computing

NPTEL's IIT Kharagpur course on deep learning for computer vision — CNNs, segmentation, generative models.

free

Certificate: accredited

⏱ 40 hours

intermediate

NPTEL

Artificial Intelligence for Management

NPTEL course tailored for managers — what AI can do, where it adds value, and how to lead AI initiatives.

free

Certificate: accredited

⏱ 24 hours

beginner

AI

AIshala

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India-ன free AI learning hub. Best free AI resources-ஐ ஒரு জায়கায் சேர்த்து, Indian learners-களுக்கு proper-ஆ organize பண்ணிரুக்கோம்.

AI

AIshala

.

NPTEL — Free AI Courses

Introduction to Artificial Intelligence (IIT Madras)

Deep Learning (IIT Kharagpur)

Deep Learning (IIT Ropar)

Introduction to Machine Learning (IIT Madras)

Introduction to Machine Learning (IIT Kharagpur)

Introduction to Machine Learning - in Tamil

Reinforcement Learning (IIT Madras)

Deep Learning for Natural Language Processing

Deep Learning for Visual Computing

Artificial Intelligence for Management

AI

AIshala

.

Learn

Community

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AI

AIshala

.

NPTEL — Free AI Courses

Introduction to Artificial Intelligence (IIT Madras)

Deep Learning (IIT Kharagpur)

Deep Learning (IIT Ropar)

Introduction to Machine Learning (IIT Madras)

Introduction to Machine Learning (IIT Kharagpur)

Introduction to Machine Learning - in Tamil

Reinforcement Learning (IIT Madras)

Deep Learning for Natural Language Processing

Deep Learning for Visual Computing

Artificial Intelligence for Management

AI

AIshala

.

Learn

Community

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