Skills Lab
AI अब किसी एक ब्रांच का विषय नहीं रहा। नीचे दुनिया भर के भरोसेमंद मुफ़्त कोर्स दिए गए हैं — शुरुआत के लिए बिना कोडिंग वाले, और आगे बढ़ने के लिए प्रोजेक्ट-आधारित। हर कार्ड पर साफ़ लिखा है कि कोर्स सच में मुफ़्त है या सिर्फ़ पढ़ना मुफ़्त है और सर्टिफिकेट का पैसा लगता है।
इसी क्रम में कीजिए: पहले बिना कोडिंग वाली AI समझ, फिर Python और मशीन लर्निंग, फिर LLM और एजेंट। भारत के लिए SWAYAM और Skill India इसलिए शामिल हैं क्योंकि उनके सर्टिफिकेट यहाँ के नियोक्ता और कॉलेज मानते हैं।
Claude Academy (Anthropic)
What a large language model can and cannot do — next-token prediction, context limits and where models fail. The course that stops you trusting AI output blindly.
Claude Academy (Anthropic)
Anthropic's own course on working with AI effectively, ethically and safely. Teaches the 4D framework — Delegation, Description, Discernment and Diligence. No coding needed, which makes it the right first course for any student.
University of Helsinki & MinnaLearn
The most widely taken beginner AI course in the world, built for people with no technical background. Covers what AI is, how it reasons, machine learning basics and the societal implications.
Hugging Face
Build working AI agents: tool use, planning and multi-step reasoning. One of the few agent courses with a genuinely free certificate.
Hugging Face
How transformers and large language models actually work, and how to fine-tune and deploy them using open-source tooling.
Kaggle Learn
Kaggle's short hands-on micro-course: build your first model, understand under- and overfitting, and use random forests. The standard on-ramp into practical ML.
fast.ai
Top-down deep learning: you train a working model in the first lesson, then learn the theory underneath it. Written for coders without a maths research background.
Kaggle Learn
Enough Python to start doing data and AI work, taught entirely in the browser with no setup.
Ministry of Education, Government of India · IITs and IISc
Over 1,900 free courses taught by IIT and IISc faculty on the government's SWAYAM portal. Since 2021 students in India can earn up to 40% of their graduation credit through SWAYAM, and the certificates carry weight with Indian employers.
Ministry of Skill Development and Entrepreneurship
The government's own skilling platform: thousands of free courses, AI-based recommendations, and links straight into apprenticeship and job listings.
Claude Academy (Anthropic)
What a large language model can and cannot do — next-token prediction, context limits and where models fail. The course that stops you trusting AI output blindly.
Claude Academy (Anthropic)
Anthropic's own course on working with AI effectively, ethically and safely. Teaches the 4D framework — Delegation, Description, Discernment and Diligence. No coding needed, which makes it the right first course for any student.
University of Helsinki & MinnaLearn
The most widely taken beginner AI course in the world, built for people with no technical background. Covers what AI is, how it reasons, machine learning basics and the societal implications.
Hugging Face
Build working AI agents: tool use, planning and multi-step reasoning. One of the few agent courses with a genuinely free certificate.
Hugging Face
How transformers and large language models actually work, and how to fine-tune and deploy them using open-source tooling.
Kaggle Learn
Kaggle's short hands-on micro-course: build your first model, understand under- and overfitting, and use random forests. The standard on-ramp into practical ML.
fast.ai
Top-down deep learning: you train a working model in the first lesson, then learn the theory underneath it. Written for coders without a maths research background.
Kaggle Learn
Enough Python to start doing data and AI work, taught entirely in the browser with no setup.
Ministry of Education, Government of India · IITs and IISc
Over 1,900 free courses taught by IIT and IISc faculty on the government's SWAYAM portal. Since 2021 students in India can earn up to 40% of their graduation credit through SWAYAM, and the certificates carry weight with Indian employers.
Ministry of Skill Development and Entrepreneurship
The government's own skilling platform: thousands of free courses, AI-based recommendations, and links straight into apprenticeship and job listings.
Harvard University (edX)
Search, knowledge representation, optimisation, learning and neural networks, with weekly problem sets. Rigorous and free to follow; only the certificate costs money.
Google's practical course on using generative AI in everyday work — prompting, speeding up tasks and using AI responsibly.
MIT
MIT's university-grade deep learning course, published free every year with lectures and labs. The step to take once fast.ai or Kaggle feels comfortable.
freeCodeCamp
A project-based certification: you build and submit five machine learning projects to earn it. One of the few genuinely free certifications in ML.
Claude Academy (Anthropic)
A seven-minute tutorial on the properties that make AI systems behave the way they do. The fastest possible starting point.
कई मशहूर कोर्स पढ़ने के लिए मुफ़्त हैं लेकिन सर्टिफिकेट का शुल्क लेते हैं — Coursera, edX और CS50 इसी तरह चलते हैं। इसीलिए हर कार्ड पर फीस और सर्टिफिकेट अलग-अलग लिखे गए हैं, ताकि आपको बाद में पता न चले। कोर्स की फीस और सामग्री प्लेटफ़ॉर्म कभी भी बदल सकते हैं; नामांकन से पहले उसी की साइट पर पुष्टि कर लें।
