Learn for Gov Innovators
17 resources — 7 curated for Gov Innovators, all free.
Citizen-facing AI, language-tech, and responsible deployment material aligned with public-service constraints.
Digital India AI Skilling Initiative
MeitY's skilling programme for public servants; AI fundamentals, responsible AI, and digital governance modules.
AI in Government Services — NASSCOM & MeitY Playbook (Free)
NASSCOM and MeitY's joint playbook on deploying AI in Indian government services: citizen-facing chatbots (lessons from MyGov Saathi), AI for grievance redressal, document processing at scale (Aadhaar integration), and procurement rules for government AI projects. Covers procurement process under GFR 2017 and GeM portal for AI solutions. Mandatory reading for government officers working on digital transformation.
iGOT Karmayogi — AI & Data Literacy for Government Officers (Free)
iGOT Karmayogi is the Government of India's official learning platform for civil servants. The AI and data literacy courses are free for all central government employees. Covers: what AI is (non-technical), AI in public policy, data-driven governance, and digital transformation case studies from Indian states. Verified by DOPT. Login with your official government email.
Smart India Hackathon — How to Submit a Winning AI Problem Statement
Guide for government officers submitting problem statements to Smart India Hackathon. Covers: how to frame an AI solvable problem (not just a software request), what data to provide, IP ownership of solutions, how to convert winning prototypes into procurement, and follow-through with the winning team. Past winning AI solutions included crop disease detection, legal document digitisation, and grievance routing.
Google AI Essentials (Free Certificate)
Google's official 5-course AI certificate on Coursera — completely free to audit. Covers what AI is, how large language models work, using Gemini in daily tasks, and responsible AI basics. No coding. Perfect first course for anyone in India.
AI for Everyone — Andrew Ng (Free Audit)
DeepLearning.AI's most popular non-technical AI course. Andrew Ng explains AI strategy, machine learning, and what AI can/can't do — in plain language. Free to audit on Coursera. ~6 hours total. Ideal for managers, business owners, and anyone curious about AI.
Introduction to Generative AI — Google Cloud (Free)
Google Cloud's 45-minute free course explaining what generative AI is, how it differs from traditional ML, and how to use Google tools like Vertex AI. No prior experience needed. Available in English, with partial Hindi captions.
Microsoft AI Fundamentals (AI-900) — Free Learning Path
Microsoft's official free self-paced AI learning path covering AI concepts, machine learning, computer vision, NLP, and conversational AI. Prepares you for the AI-900 certification. ~10 hours. Works well on mobile, ideal for learners on limited bandwidth.
Google Prompting Essentials Certificate (Free)
Google's short free course on writing effective AI prompts. Covers the 5-step prompting framework, zero/few-shot prompting, and chain-of-thought techniques. Comes with a shareable Google certificate. Available for free to Indian learners.
Responsible AI: Avoiding Bias in AI (Google, Free)
Google's free 45-minute module on understanding AI bias, fairness, and responsible AI use. Covers real examples relevant to India: language bias, demographic bias in hiring tools, and how to spot AI errors. Essential before deploying any AI in work.
Meta AI Literacy: Understanding Large Language Models
Meta's free educational resource on how LLMs (like ChatGPT and Gemini) actually work — tokens, training data, hallucinations, and limitations. No maths required. Helps you understand WHY AI sometimes gives wrong answers and how to verify output.
NASSCOM GenAI Primer for India — Free
NASSCOM's India-specific introduction to Generative AI: what it means for Indian industries, language challenges (22+ official languages), use cases for BFSI, healthcare, agriculture, and education. Free PDF report + online modules.
AI Ethics and Safety — Short Course (Anthropic, Free)
Anthropic's primer on AI safety, alignment, and responsible deployment. Covers what AI can go wrong, why 'hallucinations' happen, and how to use AI responsibly at work. Free, ~2 hours. Highly relevant for government officers and enterprise decision-makers.
Kaggle: Intro to AI and Machine Learning (Free)
Kaggle's completely free beginner track. Start from 'what is machine learning' to running your first model — no setup needed, runs in the browser. Used by 15+ million data learners worldwide. Works perfectly on slow internet via Kaggle Notebooks.
IndiaAI GovTech AI Programme
Official AI training for government officials: policy, data governance, procurement of AI systems, and citizen-facing applications.
AI for Citizen Services — Case Studies from Indian States
Six detailed case studies of AI deployed in Indian state governments: (1) Andhra Pradesh's RTGS fraud detection, (2) Maharashtra's AI crop insurance (PMFBY), (3) Telangana's Dharani land records AI, (4) Kerala's AI health diagnostics in PHCs, (5) Tamil Nadu's AI traffic management in Chennai, (6) Gujarat's AI for MSME loan approvals. What worked, what failed, and procurement lessons for other states.
Responsible AI for Government — NITI Aayog Framework
NITI Aayog's Responsible AI for All framework specifically addresses government AI deployment: algorithmic accountability in public sector decisions, explainability requirements for welfare scheme targeting, audit trails for AI-assisted administrative orders, and citizen redressal mechanisms when AI makes errors. Directly applicable to any officer implementing AI in a government programme.