← All courses
Fundamentals of AI and LLM
Your first step into modern AI
A concise foundation course that demystifies AI, machine learning and large language models. Learn how modern LLMs work, how to prompt them well, and how to use them responsibly — no prior ML background required.
Beginner4 weeks · self-pacedLive cohort + recordings + hands-on labs9 modules
What you'll learn
- Explain how modern LLMs are trained and served
- Use ChatGPT, Claude and Gemini APIs from Python
- Write reliable prompts with clear structure and constraints
- Build a small RAG-backed assistant grounded in your own docs
- Recognise hallucinations, bias and unsafe outputs — and mitigate them
Who it's for
- Software engineers new to AI
- Product managers and analysts working with LLMs
- Students and career switchers entering GenAI
Prerequisites
- Comfort with basic programming (any language)
- No ML or maths background required
- A laptop and a free OpenAI or Anthropic account
Tools & frameworks
PythonOpenAI APIClaude APILangChainJupyter
Curriculum
1 section · 9 modules
01
Course modules
- Module 1: What is AI? From rules to learning systems
- Module 2: Machine Learning and Deep Learning in 90 minutes
- Module 3: Language Models — from n-grams to GPT
- Module 4: How a Transformer actually works
- Module 5: Using LLM APIs — ChatGPT, Claude and Gemini
- Module 6: Prompt Engineering fundamentals
- Module 7: RAG in a nutshell — grounding LLMs in your data
- Module 8: Safety, hallucinations and responsible AI
- Capstone: Ship a small LLM-powered assistant
Frequently asked
Do I need to know Python?+
Basic scripting in any language is enough — we cover the Python you need in week 1.
Is this live or self-paced?+
Hybrid — weekly live sessions with recordings and self-paced labs in between.
Will I get a certificate?+
Yes — a shareable Edutva completion certificate after the capstone.
Ready to join?
New batch begins the first Monday of every month. Seats are limited.