Guide to Getting Started with AI
Going Beyond Grok and GPT

A simple collection of free courses, tools, and tutorials so you can learn and practice AI without paying for subscriptions.

Free Courses

High-quality courses you can start today. Most are completely free (some offer optional paid certificates).

Elements of AI Beginner

University of Helsinki – excellent non-technical introduction to what AI is and how it works. Free certificate available.

AI for Everyone (Andrew Ng)

Short, practical overview of AI in business and everyday life. Free to audit on Coursera.

Google Machine Learning Crash Course

Hands-on introduction to machine learning with TensorFlow exercises and interactive visualizations.

Practical Deep Learning for Coders (fast.ai)

Top-down approach – build real models from the first lesson. Completely free and highly practical.

Hugging Face LLM Course & Agents Course

Hands-on courses on Transformers, fine-tuning, and building AI agents. Completely free (Agents Course includes free certificate).

freeCodeCamp – Machine Learning with Python

Project-based curriculum with a free certificate at the end.

Kaggle Learn

Short interactive micro-courses on machine learning, Python, and data science. Free certificates.

Harvard CS50’s Introduction to AI with Python

University-level course covering search, machine learning, neural networks, and more. Free to audit.

MIT 6.S191 – Introduction to Deep Learning

High-quality university lectures and labs, freely available online.

Anthropic Academy & OpenAI Academy

Free practical courses from the companies behind Claude and ChatGPT (prompting, APIs, etc.).

Free Chat Tools

Use these free (or free-tier) chat interfaces for explanations, coding help, and practice. No paid subscription required.

Google Gemini

Strong free tier with multimodal capabilities and generous daily limits. Great everyday assistant.

ChatGPT (Free Tier)

OpenAI’s free plan. Good for writing, coding help, and general questions (rate limits apply on the strongest models).

Grok

xAI’s assistant – free access with real-time knowledge and a distinctive personality.

DeepSeek

Often effectively unlimited free use. Strong at reasoning and coding.

Microsoft Copilot

Free AI assistant integrated with Bing and Microsoft tools. Good for research and productivity.

Perplexity

Search-focused AI that gives answers with citations. Excellent for research.

Mistral Le Chat

Clean European alternative with web search, code interpreter, and document analysis.

NotebookLM (Google)

Upload your own notes/PDFs and chat only with that material. Perfect for studying courses.

Local AI (Run on Your Computer)

Completely free, private, and offline. No subscription and no data leaves your machine.

Ollama

The easiest way to run open-source models (Llama, Qwen, DeepSeek, Gemma, etc.) locally. One-command install.

LM Studio

Friendly graphical interface for downloading and chatting with local models. Great if you prefer not to use the terminal.

Developer Tools & Free APIs

Useful when courses ask you to call models from code or build simple applications.

Groq

Extremely fast free inference for popular open models. Ideal for learning API usage.

Google AI Studio

Free access to Gemini models in a browser playground. Easy to export code.

Hugging Face

Thousands of free models, Spaces demos, and the best free courses for modern AI.

Quick Tips for Getting Started

1. Start with Elements of AI or AI for Everyone if you are brand new.

2. Use free chat tools (Gemini, DeepSeek, Grok, etc.) for explanations while you study.

3. Practice coding in free environments like Google Colab or Kaggle Notebooks.

4. When ready, install Ollama or LM Studio so you can experiment completely offline.

5. You do not need paid tools like Claude Pro or ChatGPT Plus to learn effectively.