{
 "dataset": "courses",
 "title": "AI courses",
 "description": "Free and paid ways to learn AI, including Tamil-medium courses, by level and audience.",
 "publisher": "theTN.ai",
 "homepage": "https://thetn.ai/data/",
 "license": {
  "name": "CC BY 4.0",
  "url": "https://creativecommons.org/licenses/by/4.0/",
  "note": "Free to reuse, including commercially, with credit to theTN.ai and a link to the record's theTN.ai page. Facts belong to their original sources, which each record names."
 },
 "how_to_cite": "AI courses, theTN.ai, https://thetn.ai/data/v1/courses.json",
 "notes": "Each record names its source (source_name, source_url) and the date we last checked it (verified_at). drafted_by and approved_by show who wrote and who approved it.",
 "generated_at": "2026-10-26T22:51:11.391Z",
 "count": 39,
 "records": [
  {
   "id": "aws-ai-practitioner-learning-plan",
   "page": "https://thetn.ai/learn/#aws-ai-practitioner-learning-plan",
   "title": "AWS Artificial Intelligence Practitioner Learning Plan",
   "provider": "AWS Skill Builder",
   "level": "Beginner",
   "audience": [
    "college",
    "professional"
   ],
   "topics": [
    "Machine learning",
    "Generative AI",
    "Cloud AI"
   ],
   "languages": [
    "English"
   ],
   "cost": "Free (certificate paid)",
   "cost_text": "Free AI foundational training; AWS Certified AI Practitioner exam USD 100",
   "format": "Online, self-paced",
   "certificate": true,
   "summary": "AWS's study plan for basic AI, machine learning and generative AI ideas and how they are used on AWS. It leads to the AWS Certified AI Practitioner exam.",
   "url": "https://skillbuilder.aws/learning-plan/G8ENMJ5QBE/aws-artificial-intelligence-practitioner-learning-plan/SU2A1EJM1A",
   "source_name": "AWS",
   "source_url": "https://aws.amazon.com/certification/certified-ai-practitioner/",
   "verified_at": "2026-10-11"
  },
  {
   "id": "dlai-ai-python-for-beginners",
   "page": "https://thetn.ai/learn/#dlai-ai-python-for-beginners",
   "title": "AI Python for Beginners",
   "provider": "DeepLearning.AI",
   "level": "Beginner",
   "audience": [
    "school",
    "college",
    "professional",
    "business"
   ],
   "topics": [
    "Python",
    "Generative AI"
   ],
   "languages": [
    "English"
   ],
   "cost": "Free",
   "cost_text": "Free for a limited time during the DeepLearning.AI platform beta",
   "duration_text": "11h30m",
   "format": "Online, self-paced",
   "certificate": false,
   "summary": "Learn Python from scratch while building small AI-assisted tools, such as a task manager and a recipe generator. Shows how Python helps in business and other fields.",
   "url": "https://www.deeplearning.ai/short-courses/ai-python-for-beginners/",
   "source_name": "DeepLearning.AI",
   "source_url": "https://www.deeplearning.ai/short-courses/ai-python-for-beginners/",
   "verified_at": "2026-10-11"
  },
  {
   "id": "dlai-chatgpt-prompt-engineering",
   "page": "https://thetn.ai/learn/#dlai-chatgpt-prompt-engineering",
   "title": "ChatGPT Prompt Engineering for Developers",
   "provider": "DeepLearning.AI",
   "level": "Beginner",
   "audience": [
    "college",
    "professional"
   ],
   "topics": [
    "Prompt engineering",
    "Generative AI"
   ],
   "languages": [
    "English"
   ],
   "cost": "Free",
   "duration_text": "1h40m",
   "format": "Online, self-paced",
   "certificate": false,
   "summary": "Nine short video lessons on using large language models in your own programs through good prompts. Basic Python is enough.",
   "url": "https://www.deeplearning.ai/short-courses/chatgpt-prompt-engineering-for-developers/",
   "source_name": "DeepLearning.AI",
   "source_url": "https://www.deeplearning.ai/short-courses/chatgpt-prompt-engineering-for-developers/",
   "verified_at": "2026-10-11"
  },
  {
   "id": "elements-of-ai-building-ai",
   "page": "https://thetn.ai/learn/#elements-of-ai-building-ai",
   "title": "Building AI",
   "provider": "University of Helsinki and MinnaLearn",
   "level": "Intermediate",
   "audience": [
    "college",
    "professional"
   ],
   "topics": [
    "Machine learning",
    "Python"
   ],
   "languages": [
    "English"
   ],
   "cost": "Free (certificate paid)",
   "format": "Online, self-paced",
   "certificate": true,
   "summary": "The follow-up to Elements of AI. It teaches the algorithms behind AI methods; basic Python is recommended.",
   "url": "https://buildingai.elementsofai.com/",
   "source_name": "Elements of AI",
   "source_url": "https://www.elementsofai.com/",
   "verified_at": "2026-10-11"
  },
  {
   "id": "elements-of-ai-intro",
   "page": "https://thetn.ai/learn/#elements-of-ai-intro",
   "title": "Elements of AI: Introduction to AI",
   "provider": "University of Helsinki and MinnaLearn",
   "level": "Beginner",
   "audience": [
    "school",
    "college",
    "professional",
    "business",
    "teacher"
   ],
   "topics": [
    "AI basics"
   ],
   "languages": [
    "English"
   ],
   "cost": "Free",
   "format": "Online, self-paced",
   "certificate": true,
   "summary": "A free introduction to what AI is, what it can and cannot do, and how it affects daily life. No hard maths or programming needed.",
   "url": "https://www.elementsofai.com/",
   "source_name": "Elements of AI",
   "source_url": "https://www.elementsofai.com/",
   "verified_at": "2026-10-11"
  },
  {
   "id": "fastai-practical-deep-learning",
   "page": "https://thetn.ai/learn/#fastai-practical-deep-learning",
   "title": "Practical Deep Learning for Coders",
   "provider": "fast.ai",
   "level": "Intermediate",
   "audience": [
    "college",
    "professional"
   ],
   "topics": [
    "Deep learning",
    "Machine learning"
   ],
   "languages": [
    "English"
   ],
   "cost": "Free",
   "duration_text": "9 lessons of about 90 minutes each",
   "format": "Online, self-paced",
   "certificate": false,
   "summary": "A hands-on course on building and deploying deep learning models using free tools. You need about a year of coding, ideally in Python, and high-school maths.",
   "url": "https://course.fast.ai/",
   "source_name": "fast.ai",
   "source_url": "https://course.fast.ai/",
   "verified_at": "2026-10-11"
  },
  {
   "id": "google-ai-essentials",
   "page": "https://thetn.ai/learn/#google-ai-essentials",
   "title": "Google AI Essentials",
   "provider": "Google (on Coursera)",
   "level": "Beginner",
   "audience": [
    "professional",
    "business"
   ],
   "topics": [
    "Generative AI",
    "Prompt engineering"
   ],
   "languages": [
    "English"
   ],
   "cost": "Paid",
   "cost_text": "USD 20 a month in India after a 7-day free trial",
   "duration_text": "Under 10 hours",
   "format": "Online, self-paced",
   "certificate": true,
   "summary": "Shows how to use generative AI tools at work: writing prompts, saving time on everyday tasks and using AI responsibly. No coding needed.",
   "url": "https://grow.google/intl/en_in/ai-essentials/",
   "source_name": "Grow with Google",
   "source_url": "https://grow.google/intl/en_in/ai-essentials/",
   "verified_at": "2026-10-11"
  },
  {
   "id": "google-data-analytics-certificate",
   "page": "https://thetn.ai/learn/#google-data-analytics-certificate",
   "title": "Google Data Analytics Certificate",
   "provider": "Google (on Coursera)",
   "level": "Beginner",
   "audience": [
    "college",
    "professional"
   ],
   "topics": [
    "Data analytics"
   ],
   "languages": [
    "English"
   ],
   "cost": "Paid",
   "cost_text": "USD 20 a month in India after a 7-day free trial; 100,000 free scholarships through NASSCOM Foundation, Tata STRIVE and Safeducate",
   "duration_text": "Three to six months for most learners",
   "format": "Online, self-paced",
   "certificate": true,
   "summary": "An entry-level job certificate in collecting, transforming and organising data to help businesses make decisions. Google's scholarship partners pick underserved learners in India for free enrolment.",
   "url": "https://grow.google/intl/en_in/data-analytics-course/",
   "source_name": "Grow with Google",
   "source_url": "https://grow.google/intl/en_in/certificates/",
   "verified_at": "2026-10-11"
  },
  {
   "id": "google-genai-for-educators",
   "page": "https://thetn.ai/learn/#google-genai-for-educators",
   "title": "Generative AI for Educators with Gemini",
   "provider": "Google",
   "level": "Beginner",
   "audience": [
    "teacher"
   ],
   "topics": [
    "AI in education",
    "Generative AI"
   ],
   "languages": [
    "English"
   ],
   "cost": "Free",
   "duration_text": "Two hours",
   "format": "Online, self-paced",
   "certificate": true,
   "summary": "A short course for teachers on using Gemini and similar tools to save time, personalise lessons and plan activities, plus the basics of what AI can and cannot do.",
   "url": "https://grow.google/ai-for-educators/",
   "source_name": "Grow with Google",
   "source_url": "https://grow.google/ai-for-educators/",
   "verified_at": "2026-10-11"
  },
  {
   "id": "guvi-generative-ai-tamil",
   "page": "https://thetn.ai/learn/#guvi-generative-ai-tamil",
   "title": "Generative AI Course in Tamil",
   "provider": "HCL GUVI",
   "level": "Intermediate",
   "audience": [
    "college",
    "professional"
   ],
   "topics": [
    "Generative AI",
    "Large language models"
   ],
   "languages": [
    "Tamil"
   ],
   "cost": "Paid",
   "cost_text": "Rs 1,499 (list price Rs 2,000)",
   "duration_text": "5 hours of recorded content",
   "format": "Online, self-paced",
   "certificate": true,
   "summary": "Recorded lessons in Tamil on large language models, prompt engineering, LLM APIs and retrieval-augmented generation, ending with a chatbot project. You need working Python.",
   "url": "https://www.guvi.in/courses/tamil/machine-learning-and-ai/generative-ai/",
   "source_name": "HCL GUVI",
   "source_url": "https://www.guvi.in/courses/tamil/machine-learning-and-ai/generative-ai/",
   "verified_at": "2026-10-11"
  },
  {
   "id": "guvi-prompt-engineering-tamil",
   "page": "https://thetn.ai/learn/#guvi-prompt-engineering-tamil",
   "title": "Prompt Engineering for Beginners in Tamil",
   "provider": "HCL GUVI",
   "level": "Beginner",
   "audience": [
    "college",
    "professional",
    "business"
   ],
   "topics": [
    "Prompt engineering",
    "Generative AI"
   ],
   "languages": [
    "Tamil"
   ],
   "cost": "Paid",
   "cost_text": "Rs 1,499 (list price Rs 2,000)",
   "duration_text": "3 hours of recorded content",
   "format": "Online, self-paced",
   "certificate": true,
   "summary": "A short self-paced course in Tamil on writing good prompts for AI chat tools. Basic knowledge of AI helps.",
   "url": "https://www.guvi.in/courses/tamil/machine-learning-and-ai/prompt-engineering/",
   "source_name": "HCL GUVI",
   "source_url": "https://www.guvi.in/courses/tamil/machine-learning-and-ai/prompt-engineering/",
   "verified_at": "2026-10-11"
  },
  {
   "id": "hugging-face-llm-course",
   "page": "https://thetn.ai/learn/#hugging-face-llm-course",
   "title": "LLM Course",
   "provider": "Hugging Face",
   "level": "Intermediate",
   "audience": [
    "college",
    "professional"
   ],
   "topics": [
    "Large language models",
    "Python"
   ],
   "languages": [
    "English"
   ],
   "cost": "Free",
   "duration_text": "About one week per chapter, 6-8 hours a week",
   "format": "Online, self-paced",
   "certificate": false,
   "summary": "A free course on Transformer models and Hugging Face tools, from using pretrained models to fine-tuning and building demos. You need good Python.",
   "url": "https://huggingface.co/learn/llm-course/chapter1/1",
   "source_name": "Hugging Face",
   "source_url": "https://huggingface.co/learn/llm-course/chapter1/1",
   "verified_at": "2026-10-11"
  },
  {
   "id": "iitm-bs-computational-thinking-videos",
   "page": "https://thetn.ai/learn/#iitm-bs-computational-thinking-videos",
   "title": "Computational Thinking (BS foundation course videos)",
   "provider": "IIT Madras",
   "level": "Beginner",
   "audience": [
    "school",
    "college"
   ],
   "topics": [
    "Programming",
    "Computational thinking"
   ],
   "languages": [
    "English"
   ],
   "cost": "Free",
   "cost_text": "Lecture videos are on a public YouTube playlist; credit needs admission to the paid BS programme",
   "duration_text": "12 weeks",
   "format": "Online, self-paced",
   "certificate": false,
   "summary": "The first foundation course of the IIT Madras BS in Data Science. It explains programming ideas through worked examples solved by hand. A free way to see what the degree is like.",
   "url": "https://study.iitm.ac.in/ds/course_pages/BSCS1001.html",
   "source_name": "IIT Madras BS programme",
   "source_url": "https://study.iitm.ac.in/ds/course_pages/BSCS1001.html",
   "verified_at": "2026-10-11"
  },
  {
   "id": "iitm-bs-data-science",
   "page": "https://thetn.ai/learn/#iitm-bs-data-science",
   "title": "BS Degree in Data Science and Applications",
   "provider": "IIT Madras",
   "level": "Beginner",
   "audience": [
    "school",
    "college",
    "professional"
   ],
   "topics": [
    "Data science",
    "Machine learning",
    "Programming"
   ],
   "languages": [
    "English"
   ],
   "cost": "Paid",
   "cost_text": "Rs 48,000 for the Foundation level; Rs 3,86,000 to Rs 4,50,000 for the full BS degree; application fee Rs 4,000 (general category). Up to 75% fee waiver for family income under Rs 5 lakh a year.",
   "duration_text": "Foundation level 1-3 years; up to 8 years to finish",
   "format": "Hybrid",
   "certificate": true,
   "summary": "IIT Madras's online degree with exits at foundation, diploma, BSc or BS level. Anyone who has passed Class 12 can apply, and Class 11 students can take the qualifier early. Learning is online; quizzes and exams are in person.",
   "url": "https://study.iitm.ac.in/ds/",
   "source_name": "IIT Madras BS programme",
   "source_url": "https://study.iitm.ac.in/ds/academics.html",
   "verified_at": "2026-10-11"
  },
  {
   "id": "iitm-bs-programming-python-videos",
   "page": "https://thetn.ai/learn/#iitm-bs-programming-python-videos",
   "title": "Programming in Python (BS foundation course videos)",
   "provider": "IIT Madras",
   "level": "Beginner",
   "audience": [
    "school",
    "college"
   ],
   "topics": [
    "Python",
    "Programming"
   ],
   "languages": [
    "English"
   ],
   "cost": "Free",
   "cost_text": "Lecture videos are on a public YouTube playlist; credit needs admission to the paid BS programme",
   "duration_text": "12 weeks",
   "format": "Online, self-paced",
   "certificate": false,
   "summary": "The Python course from the IIT Madras BS in Data Science foundation level, with a problem-solving focus. Take Computational Thinking first.",
   "url": "https://study.iitm.ac.in/ds/course_pages/BSCS1002.html",
   "source_name": "IIT Madras BS programme",
   "source_url": "https://study.iitm.ac.in/ds/course_pages/BSCS1002.html",
   "verified_at": "2026-10-11"
  },
  {
   "id": "iitm-school-connect-data-science-ai",
   "page": "https://thetn.ai/learn/#iitm-school-connect-data-science-ai",
   "title": "Introduction to Data Science and AI (School Connect)",
   "provider": "IIT Madras CODE",
   "level": "Beginner",
   "audience": [
    "school"
   ],
   "topics": [
    "Data science",
    "AI basics"
   ],
   "languages": [
    "English"
   ],
   "cost": "Paid",
   "cost_text": "Nominal course fee for students (amount not listed); free for schools to partner",
   "duration_text": "8 weeks",
   "format": "Online, scheduled",
   "certificate": true,
   "summary": "For Class 9 to 12 students from partner schools: work with data and build small AI projects. Recorded lessons come out weekly, with live sessions on Saturdays. Registration for the January 2027 batch opens on 21 Oct 2026.",
   "url": "https://code.iitm.ac.in/schoolconnect/",
   "source_name": "IIT Madras School Connect",
   "source_url": "https://code.iitm.ac.in/schoolconnect/",
   "verified_at": "2026-10-11"
  },
  {
   "id": "indiaai-yuva-ai-for-all",
   "page": "https://thetn.ai/learn/#indiaai-yuva-ai-for-all",
   "title": "YUVA AI for ALL",
   "provider": "IndiaAI Mission (MeitY)",
   "level": "Beginner",
   "audience": [
    "school",
    "college",
    "professional",
    "business",
    "teacher"
   ],
   "topics": [
    "AI basics",
    "Generative AI",
    "Responsible AI"
   ],
   "languages": [
    "English",
    "Tamil",
    "Hindi"
   ],
   "cost": "Free",
   "duration_text": "4.5 hours",
   "format": "Online, self-paced",
   "certificate": true,
   "summary": "A free national AI literacy course in six modules on what AI is, how to prompt AI tools, and how to use AI safely. Open to anyone who can read and write, including farmers and business owners. Available in Tamil.",
   "url": "https://www.futureskillsprime.in/course/yuva-ai-for-all/",
   "source_name": "FutureSkills Prime",
   "source_url": "https://www.futureskillsprime.in/course/yuva-ai-for-all/",
   "verified_at": "2026-10-11"
  },
  {
   "id": "kaggle-intro-to-machine-learning",
   "page": "https://thetn.ai/learn/#kaggle-intro-to-machine-learning",
   "title": "Intro to Machine Learning",
   "provider": "Kaggle Learn",
   "level": "Beginner",
   "audience": [
    "college",
    "professional"
   ],
   "topics": [
    "Machine learning",
    "Python"
   ],
   "languages": [
    "English"
   ],
   "cost": "Free",
   "format": "Online, self-paced",
   "certificate": false,
   "summary": "Short, hands-on lessons on the core ideas of machine learning, where you build your first models in the browser.",
   "url": "https://www.kaggle.com/learn/intro-to-machine-learning",
   "source_name": "Kaggle",
   "source_url": "https://www.kaggle.com/learn",
   "verified_at": "2026-10-11"
  },
  {
   "id": "kaggle-python",
   "page": "https://thetn.ai/learn/#kaggle-python",
   "title": "Python",
   "provider": "Kaggle Learn",
   "level": "Beginner",
   "audience": [
    "school",
    "college"
   ],
   "topics": [
    "Python",
    "Data science"
   ],
   "languages": [
    "English"
   ],
   "cost": "Free",
   "format": "Online, self-paced",
   "certificate": false,
   "summary": "Quick hands-on lessons on Python, the main language for data science. A good first step before machine learning.",
   "url": "https://www.kaggle.com/learn/python",
   "source_name": "Kaggle",
   "source_url": "https://www.kaggle.com/learn",
   "verified_at": "2026-10-11"
  },
  {
   "id": "microsoft-learn-ai-for-educators",
   "page": "https://thetn.ai/learn/#microsoft-learn-ai-for-educators",
   "title": "AI for educators",
   "provider": "Microsoft Learn",
   "level": "Beginner",
   "audience": [
    "teacher"
   ],
   "topics": [
    "AI in education",
    "Generative AI"
   ],
   "languages": [
    "English"
   ],
   "cost": "Free",
   "duration_text": "4 modules",
   "format": "Online, self-paced",
   "certificate": false,
   "summary": "A free Microsoft learning path for school and college teachers on large language models, prompting, responsible AI and using Copilot and other Microsoft tools in class. No prerequisites.",
   "url": "https://learn.microsoft.com/en-us/training/paths/ai-education",
   "source_name": "Microsoft Learn",
   "source_url": "https://learn.microsoft.com/en-us/training/paths/ai-education",
   "verified_at": "2026-10-11"
  },
  {
   "id": "nptel-ai-for-management-iitm",
   "page": "https://thetn.ai/learn/#nptel-ai-for-management-iitm",
   "title": "Artificial Intelligence (AI) for Management",
   "provider": "NPTEL (IIT Madras)",
   "level": "Intermediate",
   "audience": [
    "professional",
    "business",
    "college"
   ],
   "topics": [
    "AI for business",
    "Responsible AI"
   ],
   "languages": [
    "English"
   ],
   "cost": "Free",
   "cost_text": "Lecture videos are free on NPTEL; the paid certificate exam is offered only when the course runs",
   "duration_text": "12 weeks",
   "format": "Online, self-paced",
   "certificate": false,
   "summary": "Shows how organisations get value from AI: strategy, business models, AI in marketing, operations and HR, and AI risks and regulation. Suits managers and business students with some statistics background.",
   "url": "https://nptel.ac.in/courses/106106849",
   "source_name": "NPTEL",
   "source_url": "https://nptel.ac.in/courses/106106849",
   "verified_at": "2026-10-11"
  },
  {
   "id": "nptel-data-science-engineers-iitm",
   "page": "https://thetn.ai/learn/#nptel-data-science-engineers-iitm",
   "title": "Data Science for Engineers",
   "provider": "NPTEL (IIT Madras)",
   "level": "Beginner",
   "audience": [
    "college",
    "professional"
   ],
   "topics": [
    "Data science",
    "Machine learning"
   ],
   "languages": [
    "English"
   ],
   "cost": "Free (certificate paid)",
   "cost_text": "Free to learn; optional certificate exam fee Rs 1,000",
   "duration_text": "8 weeks",
   "format": "Online, scheduled",
   "certificate": true,
   "summary": "Covers the maths behind data science, the R language and first-level data science algorithms. Open to any interested learner, with about 10 hours of pre-course material. Tamil transcripts are available for some lectures.",
   "url": "https://nptel.ac.in/courses/106106179",
   "source_name": "NPTEL",
   "source_url": "https://nptel.ac.in/courses/106106179",
   "verified_at": "2026-10-11"
  },
  {
   "id": "nptel-deep-learning-iitropar",
   "page": "https://thetn.ai/learn/#nptel-deep-learning-iitropar",
   "title": "Deep Learning",
   "provider": "NPTEL (IIT Ropar)",
   "level": "Advanced",
   "audience": [
    "college",
    "professional"
   ],
   "topics": [
    "Deep learning",
    "Neural networks"
   ],
   "languages": [
    "English"
   ],
   "cost": "Free (certificate paid)",
   "cost_text": "Free to learn; optional certificate exam fee Rs 1,000",
   "duration_text": "12 weeks",
   "format": "Online, scheduled",
   "certificate": true,
   "summary": "Builds up neural networks step by step: feedforward, convolutional and recurrent networks, attention, and the methods used to train them. You need linear algebra and probability; a machine learning course first is helpful.",
   "url": "https://nptel.ac.in/courses/106106184",
   "source_name": "NPTEL",
   "source_url": "https://nptel.ac.in/courses/106106184",
   "verified_at": "2026-10-11"
  },
  {
   "id": "nptel-digital-marketing-ai-iitm",
   "page": "https://thetn.ai/learn/#nptel-digital-marketing-ai-iitm",
   "title": "Digital Marketing in the AI era - Part 1",
   "provider": "NPTEL (IIT Madras)",
   "level": "Beginner",
   "audience": [
    "business",
    "college",
    "professional"
   ],
   "topics": [
    "AI in marketing"
   ],
   "languages": [
    "English"
   ],
   "cost": "Free (certificate paid)",
   "cost_text": "Free to learn; optional certificate exam fee Rs 1,000",
   "duration_text": "4 weeks",
   "format": "Online, scheduled",
   "certificate": true,
   "summary": "A short course on marketing basics, content, social media and email marketing, with AI tools used in each step. Useful for small business owners and students who already know basic marketing ideas.",
   "url": "https://nptel.ac.in/courses/110106002",
   "source_name": "NPTEL",
   "source_url": "https://nptel.ac.in/courses/110106002",
   "verified_at": "2026-10-11"
  },
  {
   "id": "nptel-intro-llms",
   "page": "https://thetn.ai/learn/#nptel-intro-llms",
   "title": "Introduction to Large Language Models (LLMs)",
   "provider": "NPTEL (IIT Delhi and IIT Bombay)",
   "level": "Advanced",
   "audience": [
    "college"
   ],
   "topics": [
    "Large language models",
    "Deep learning"
   ],
   "languages": [
    "English"
   ],
   "cost": "Free (certificate paid)",
   "cost_text": "Free to learn; optional certificate exam fee Rs 1,000",
   "duration_text": "12 weeks",
   "format": "Online, scheduled",
   "certificate": true,
   "summary": "Explains how large language models work, from language modelling and Transformers to alignment and prompting. You need machine learning and Python first. For engineering and maths students.",
   "url": "https://nptel.ac.in/courses/106102576",
   "source_name": "NPTEL",
   "source_url": "https://nptel.ac.in/courses/106102576",
   "verified_at": "2026-10-11"
  },
  {
   "id": "nptel-intro-ml-iitkgp",
   "page": "https://thetn.ai/learn/#nptel-intro-ml-iitkgp",
   "title": "Introduction to Machine Learning (IIT Kharagpur)",
   "provider": "NPTEL (IIT Kharagpur)",
   "level": "Intermediate",
   "audience": [
    "college"
   ],
   "topics": [
    "Machine learning"
   ],
   "languages": [
    "English"
   ],
   "cost": "Free (certificate paid)",
   "cost_text": "Free to learn; optional certificate exam fee Rs 1,000",
   "duration_text": "8 weeks",
   "format": "Online, scheduled",
   "certificate": true,
   "summary": "A concise tour of popular machine learning algorithms such as regression, decision trees, support vector machines and neural networks. You need basic Python and some probability and statistics. Tamil transcripts are available for some lectures.",
   "url": "https://nptel.ac.in/courses/106105152",
   "source_name": "NPTEL",
   "source_url": "https://nptel.ac.in/courses/106105152",
   "verified_at": "2026-10-11"
  },
  {
   "id": "nptel-intro-ml-iitm",
   "page": "https://thetn.ai/learn/#nptel-intro-ml-iitm",
   "title": "Introduction to Machine Learning",
   "provider": "NPTEL (IIT Madras)",
   "level": "Intermediate",
   "audience": [
    "college",
    "professional"
   ],
   "topics": [
    "Machine learning"
   ],
   "languages": [
    "English"
   ],
   "cost": "Free",
   "cost_text": "Lecture videos are free on NPTEL; the paid certificate exam is offered only when the course runs",
   "duration_text": "12 weeks",
   "format": "Online, self-paced",
   "certificate": false,
   "summary": "Prof. Balaraman Ravindran's full course on machine learning, taught from a mathematical angle. It covers the main learning paradigms and popular algorithms. Best for senior undergraduates and postgraduates who can program.",
   "url": "https://nptel.ac.in/courses/106106139",
   "source_name": "NPTEL",
   "source_url": "https://nptel.ac.in/courses/106106139",
   "verified_at": "2026-10-11"
  },
  {
   "id": "nptel-intro-ml-tamil-iitm",
   "page": "https://thetn.ai/learn/#nptel-intro-ml-tamil-iitm",
   "title": "Introduction to Machine Learning (Tamil)",
   "provider": "NPTEL (IIT Madras)",
   "level": "Beginner",
   "audience": [
    "college",
    "teacher"
   ],
   "topics": [
    "Machine learning"
   ],
   "languages": [
    "Tamil",
    "English"
   ],
   "cost": "Free (certificate paid)",
   "cost_text": "Free to learn; optional certificate exam fee Rs 1,000",
   "duration_text": "8 weeks",
   "format": "Online, scheduled",
   "certificate": true,
   "summary": "A short first course on the main ideas and algorithms of machine learning, taught in spoken Tamil by Prof. Arun Rajkumar. Technical terms, assignments and exams are in English. Made for Tamil-speaking undergraduates and teachers.",
   "url": "https://nptel.ac.in/courses/106106236",
   "source_name": "NPTEL course syllabus",
   "source_url": "https://archive.nptel.ac.in/content/syllabus_pdf/106106236.pdf",
   "verified_at": "2026-10-11"
  },
  {
   "id": "nptel-programming-genai-iisc",
   "page": "https://thetn.ai/learn/#nptel-programming-genai-iisc",
   "title": "Programming with Generative AI",
   "provider": "NPTEL (IISc Bangalore)",
   "level": "Beginner",
   "audience": [
    "college",
    "teacher"
   ],
   "topics": [
    "Generative AI",
    "Programming"
   ],
   "languages": [
    "English"
   ],
   "cost": "Free (certificate paid)",
   "cost_text": "Free to learn; optional certificate exam fee Rs 1,000",
   "duration_text": "8 weeks",
   "format": "Online, scheduled",
   "certificate": true,
   "summary": "Teaches programming alongside generative AI tools, with a focus on checking AI-written code and asking clear questions. Needs only high-school maths. Made for engineering undergraduates and computer science faculty.",
   "url": "https://nptel.ac.in/courses/106108703",
   "source_name": "NPTEL",
   "source_url": "https://nptel.ac.in/courses/106108703",
   "verified_at": "2026-10-11"
  },
  {
   "id": "nptel-python-data-science-iitm",
   "page": "https://thetn.ai/learn/#nptel-python-data-science-iitm",
   "title": "Python for Data Science",
   "provider": "NPTEL (IIT Madras)",
   "level": "Beginner",
   "audience": [
    "college"
   ],
   "topics": [
    "Python",
    "Data science"
   ],
   "languages": [
    "English"
   ],
   "cost": "Free (certificate paid)",
   "cost_text": "Free to learn; optional certificate exam fee Rs 1,000",
   "duration_text": "4 weeks",
   "format": "Online, scheduled",
   "certificate": true,
   "summary": "A four-week course on using Python to solve data science problems, from the basics of the language to handling data. Aimed at final-year undergraduates. Tamil transcripts are available for some lectures.",
   "url": "https://nptel.ac.in/courses/106106212",
   "source_name": "NPTEL",
   "source_url": "https://nptel.ac.in/courses/106106212",
   "verified_at": "2026-10-11"
  },
  {
   "id": "nptel-responsible-safe-ai",
   "page": "https://thetn.ai/learn/#nptel-responsible-safe-ai",
   "title": "Responsible & Safe AI Systems",
   "provider": "NPTEL (IIT Madras and IIIT Hyderabad)",
   "level": "Intermediate",
   "audience": [
    "college",
    "professional"
   ],
   "topics": [
    "Responsible AI",
    "AI safety"
   ],
   "languages": [
    "English"
   ],
   "cost": "Free",
   "cost_text": "Lecture videos are free on NPTEL; the paid certificate exam is offered only when the course runs",
   "duration_text": "12 weeks",
   "format": "Online, self-paced",
   "certificate": false,
   "summary": "Covers the risks of modern AI models, fairness, privacy, explainability and AI regulation, including India's DPDP Act. Open to students and industry professionals; an earlier AI or ML course helps but is not required.",
   "url": "https://nptel.ac.in/courses/106106472",
   "source_name": "NPTEL",
   "source_url": "https://nptel.ac.in/courses/106106472",
   "verified_at": "2026-10-11"
  },
  {
   "id": "swayam-plus-ai-aspiring-engineers",
   "page": "https://thetn.ai/learn/#swayam-plus-ai-aspiring-engineers",
   "title": "AI for Aspiring Engineers",
   "provider": "SWAYAM Plus (IIT Madras Pravartak)",
   "level": "Beginner",
   "audience": [
    "school",
    "college"
   ],
   "topics": [
    "Python",
    "Machine learning"
   ],
   "languages": [
    "English"
   ],
   "cost": "Paid",
   "cost_text": "Rs 500 + 18% GST",
   "duration_text": "30 hrs theory, 15 hrs practical",
   "format": "Online, scheduled",
   "certificate": true,
   "summary": "For students moving from school to engineering: Python, computational thinking and machine learning on real engineering data from any branch. The last enrolment window closed on 31 May 2026.",
   "url": "https://swayam-plus.swayam2.ac.in/courses/ai-for-aspiring-engineers",
   "source_name": "SWAYAM Plus",
   "source_url": "https://swayam-plus.swayam2.ac.in/courses/ai-for-aspiring-engineers",
   "verified_at": "2026-10-11"
  },
  {
   "id": "swayam-plus-ai-for-educators-k12",
   "page": "https://thetn.ai/learn/#swayam-plus-ai-for-educators-k12",
   "title": "AI for Educators (K12 Special drive)",
   "provider": "SWAYAM Plus (IIT Madras Pravartak)",
   "level": "Beginner",
   "audience": [
    "teacher"
   ],
   "topics": [
    "AI in education",
    "Generative AI"
   ],
   "languages": [
    "English"
   ],
   "cost": "Free",
   "duration_text": "40 hrs",
   "format": "Online, self-paced",
   "certificate": true,
   "summary": "Helps school teachers use AI in teaching, assessment and student engagement, with hands-on practice. Learners qualify through an online proctored assessment for a SWAYAM Plus certificate.",
   "url": "https://swayam-plus.swayam2.ac.in/courses/ai-for-educators-k12-special-drive",
   "source_name": "SWAYAM Plus",
   "source_url": "https://swayam-plus.swayam2.ac.in/courses/ai-for-educators-k12-special-drive",
   "verified_at": "2026-10-11"
  },
  {
   "id": "swayam-plus-ai-ml-python",
   "page": "https://thetn.ai/learn/#swayam-plus-ai-ml-python",
   "title": "AI / ML using Python",
   "provider": "SWAYAM Plus (IIT Madras Pravartak)",
   "level": "Beginner",
   "audience": [
    "college"
   ],
   "topics": [
    "Machine learning",
    "Python"
   ],
   "languages": [
    "English"
   ],
   "cost": "Paid",
   "cost_text": "Rs 2,000 + 18% GST",
   "duration_text": "30 hrs theory, 15 hrs practical",
   "format": "Online, scheduled",
   "certificate": true,
   "summary": "An introduction to AI and machine learning with Python, data visualisation and the basic linear algebra, statistics and optimisation behind them. Part of IIT Madras's 'AI for All' set; the latest enrolment window closed on 6 Oct 2026.",
   "url": "https://swayam-plus.swayam2.ac.in/courses/ai-ml-using-python",
   "source_name": "SWAYAM Plus",
   "source_url": "https://swayam-plus.swayam2.ac.in/courses/ai-ml-using-python",
   "verified_at": "2026-10-11"
  },
  {
   "id": "swayam-plus-azure-ai-fundamentals",
   "page": "https://thetn.ai/learn/#swayam-plus-azure-ai-fundamentals",
   "title": "Microsoft Certified - Azure AI Fundamentals",
   "provider": "Microsoft (on SWAYAM Plus)",
   "level": "Beginner",
   "audience": [
    "college",
    "professional"
   ],
   "topics": [
    "Machine learning",
    "Cloud AI"
   ],
   "languages": [
    "English"
   ],
   "cost": "Free (certificate paid)",
   "cost_text": "Training free; the Microsoft certification exam is paid and priced by country",
   "duration_text": "12 hrs",
   "format": "Online, self-paced",
   "certificate": true,
   "summary": "Self-paced Microsoft training on basic AI ideas and Azure services for machine learning, computer vision, language and generative AI. It prepares you for Microsoft's Azure AI Fundamentals exam.",
   "url": "https://swayam-plus.swayam2.ac.in/courses/microsoft-certified-azure-ai-fundamentals",
   "source_name": "SWAYAM Plus",
   "source_url": "https://swayam-plus.swayam2.ac.in/courses/microsoft-certified-azure-ai-fundamentals",
   "verified_at": "2026-10-11"
  },
  {
   "id": "swayam-plus-intel-ai-for-educators-fdp",
   "page": "https://thetn.ai/learn/#swayam-plus-intel-ai-for-educators-fdp",
   "title": "AI for Educators - Faculty Development Program",
   "provider": "Intel India (on SWAYAM Plus)",
   "level": "Beginner",
   "audience": [
    "teacher"
   ],
   "topics": [
    "AI in education",
    "Prompt engineering"
   ],
   "languages": [
    "English"
   ],
   "cost": "Free",
   "duration_text": "14 hrs",
   "format": "Online, scheduled",
   "certificate": false,
   "summary": "Instructor-led sessions for teachers of any subject on basic AI ideas, safe use, prompting and using AI to make assessments and teaching material. Check the page for the next batch.",
   "url": "https://swayam-plus.swayam2.ac.in/courses/ai-for-educators-faculty-development-program",
   "source_name": "SWAYAM Plus",
   "source_url": "https://swayam-plus.swayam2.ac.in/courses/ai-for-educators-faculty-development-program",
   "verified_at": "2026-10-11"
  },
  {
   "id": "swayam-plus-prompt-engineering",
   "page": "https://thetn.ai/learn/#swayam-plus-prompt-engineering",
   "title": "Prompt Engineering",
   "provider": "SWAYAM Plus (IIT Madras Pravartak)",
   "level": "Beginner",
   "audience": [
    "college",
    "professional",
    "business"
   ],
   "topics": [
    "Generative AI",
    "Prompt engineering"
   ],
   "languages": [
    "English"
   ],
   "cost": "Paid",
   "cost_text": "Rs 2,000 + 18% GST",
   "duration_text": "30 hrs theory, 15 hrs practical",
   "format": "Online, scheduled",
   "certificate": true,
   "summary": "Learn how large language models handle text and how to write, test and improve prompts, from zero-shot to chain-of-thought. The latest enrolment window closed on 19 Sept 2026.",
   "url": "https://swayam-plus.swayam2.ac.in/courses/prompt-engineering",
   "source_name": "SWAYAM Plus",
   "source_url": "https://swayam-plus.swayam2.ac.in/courses/prompt-engineering",
   "verified_at": "2026-10-11"
  },
  {
   "id": "swayam-plus-wadhwani-fundamentals-ai",
   "page": "https://thetn.ai/learn/#swayam-plus-wadhwani-fundamentals-ai",
   "title": "Fundamentals of Artificial Intelligence",
   "provider": "Wadhwani Foundation (on SWAYAM Plus)",
   "level": "Beginner",
   "audience": [
    "college",
    "professional",
    "business"
   ],
   "topics": [
    "AI basics",
    "Generative AI"
   ],
   "languages": [
    "English"
   ],
   "cost": "Free",
   "duration_text": "7.5 hrs",
   "format": "Online, self-paced",
   "certificate": false,
   "summary": "A short, beginner-friendly look at what AI is, how machines learn from data, how AI is changing jobs and industries, and how to use generative AI tools safely.",
   "url": "https://swayam-plus.swayam2.ac.in/courses/introduction-to-artificial-intelligence-ai",
   "source_name": "SWAYAM Plus",
   "source_url": "https://swayam-plus.swayam2.ac.in/courses/introduction-to-artificial-intelligence-ai",
   "verified_at": "2026-10-11"
  },
  {
   "id": "tn-vetri-nichayam-azure-ai-engineer",
   "page": "https://thetn.ai/learn/#tn-vetri-nichayam-azure-ai-engineer",
   "title": "Microsoft Azure Artificial Intelligence Engineer (Vetri Nichayam)",
   "provider": "TN Skill Corporation with ICT Academy",
   "level": "Intermediate",
   "audience": [
    "college"
   ],
   "topics": [
    "Cloud AI",
    "Machine learning"
   ],
   "languages": [
    "English"
   ],
   "cost": "Free",
   "duration_text": "150 hours",
   "format": "Hybrid",
   "certificate": true,
   "summary": "Job-focused training for unemployed graduates aged 21 to 25 with a computer science background who finished college in 2022 to 2025. It mixes classroom and online learning with placement support at centres in nine Tamil Nadu districts.",
   "url": "https://ictacademy.in/VetriNichayam/",
   "source_name": "ICT Academy",
   "source_url": "https://ictacademy.in/VetriNichayam/",
   "verified_at": "2026-10-11"
  }
 ]
}