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AI for Beginners
Learn AI From Zero, No Coding Needed: Free Course Intro
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Getting started
7m
2 lessons · 1 lab · 1 quiz
Learn AI From Zero, No Coding Needed: Free Course Intro
3:32
The Only 4 AI Tools You Need to Start
3:44
Quiz: Getting started
10 Q
Lab: Set Up ChatGPT and Claude and Send Your First Prompt
How AI actually works
18m
5 lessons · 2 labs · 1 quiz
AI vs ML vs Deep Learning vs Generative AI, Explained Simply
3:53
How ChatGPT Actually Writes Answers (It's Guessing)
3:33
Tokens and Context Windows: Why AI Forgets Your Chat
3:36
Does ChatGPT Learn From Your Chats? Training vs Inference
Prompting that works
16m
5 lessons · 2 labs · 1 quiz
The 4-Part Prompt Formula That Fixes Bad AI Answers
3:22
Few-Shot Prompting: Show AI Examples, Get Better Results
3:17
"Think Step by Step": The Prompt Trick That Boosts AI Accuracy
3:17
Get Tables and JSON From ChatGPT Every Time
AI for everyday work
17m
5 lessons · 2 labs · 1 quiz
Summarise a 60-Page Report in Minutes With AI (and Check It)
3:34
Write Better Emails and Reports With AI
3:33
Analyse Excel Spreadsheets With AI (and Check the Numbers)
3:26
Use AI on Images and Screenshots: Read, Extract, Explain
No-code assistants and automation
14m
4 lessons · 2 labs · 1 quiz
Build a Custom AI Assistant With Your Own Files (No Code)
3:40
How to Write Instructions for a Custom GPT or AI Assistant
3:30
Automate Your Inbox With AI and n8n (No Code)
3:41
No-Code vs Code for AI: When to Switch
Python and AI APIs
18m
5 lessons · 2 labs · 1 quiz
Python in 10 Minutes for AI Beginners
3:45
What Is an API Key? (and How Not to Leak It)
3:30
Your First AI API Call in Python (OpenAI and Claude)
3:17
System Prompts, Temperature and Cost: AI API Basics
Chat with your documents (RAG)
15m
4 lessons · 2 labs · 1 quiz
Why You Can't Paste Everything Into ChatGPT (Intro to RAG)
3:44
Embeddings Explained Simply: Meaning as Numbers
3:36
Chunking and Vector Search Explained for Beginners
3:38
RAG Explained: Chat With Your Own Documents
AI agents, tools and MCP
19m
5 lessons · 2 labs · 1 quiz
From Chatbot to AI Agent: How Agents Actually Work
3:43
AI Tool Calling Explained Step by Step
3:29
MCP (Model Context Protocol) Explained Simply
5:07
Build Your Own MCP Server in Python
Responsible AI, careers and your capstone
12m
3 lessons · 2 labs · 1 quiz
AI Privacy, Bias and Copyright: What Not to Share
3:46
Prompt Injection: The Hidden AI Hack Explained
3:55
AI Careers: Build a Portfolio That Gets Noticed
3:54
Quiz: Responsible AI, careers and your capstone
Getting started
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Learn AI From Zero, No Coding Needed: Free Course Intro
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3:26
Why AI Makes Things Up (Hallucinations) and How to Catch It
3:26
Quiz: How AI actually works
10 Q
Lab: See Tokens Like an AI Does: Count, Cost and Fit
Lab: Catch AI Making Things Up, Then Fix It
3:13
Stop Saying "Make It Better": How Pros Iterate With AI
3:19
Quiz: Prompting that works
10 Q
Lab: Fix Five Bad Prompts: Vague vs Good, Side by Side
Lab: Build Your Own Prompt Library (Reusable Templates)
3:20
AI Research With Real Sources (and How to Spot Fake Links)
3:22
Quiz: AI for everyday work
10 Q
Lab: Analyse a Sales CSV With AI, No Formulas (and Check It)
Lab: Turn a Long PDF Into a Briefing Note, Then Fact-Check It
3:25
Quiz: No-code assistants and automation
10 Q
Lab: Build an FAQ Assistant From Your Own Files
Lab: Email to AI Summary in n8n: A No-Code Workflow
3:41
Get Clean JSON From AI in Python (Invoice Example)
3:24
Quiz: Python and AI APIs
10 Q
Lab: Build a Chatbot With Memory in Python (Google Colab)
Lab: Read Invoices With AI in Python: Images to a Checked Table
3:52
Quiz: Chat with your documents (RAG)
10 Q
Lab: Search FAQs by Meaning: Embeddings in Python
Lab: Chat With Your PDF in Python: Answers With Page Numbers
3:32
Keep AI Agents Safe: Rules Before You Give Them Access
3:32
Quiz: AI agents, tools and MCP
10 Q
Lab: A Chatbot With Two Tools: Watch Tool Calling in Python
Lab: Connect to an MCP server, then build your own
10 Q
Lab: Red-Team Your Own Chatbot: Prompt Injection Hands-On
Capstone project
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