30 AI Buzzwords Explained For Entrepreneurs

This 23-minute video tutorial demystifies 30 essential AI buzzwords specifically for entrepreneurs who want to understand the technology without getting lost in technical jargon. Navigate through clear explanations of fundamental concepts including Large Language Models (LLMs), prompt engineering, context windows, tokens, and more advanced topics like Retrieval-Augmented Generation (RAG), vector databases, and AI agents. The content is methodically organized with timestamps for each term, making it easy to reference specific concepts. Learn practical definitions that help bridge the knowledge gap between technical AI terminology and business applications. Includes references to additional resources and offers access to supplementary materials including "30 AI Projects You Can Build This Weekend" for entrepreneurs looking to implement AI solutions.

Syllabus

Introduction - 0:00
1 LLM - 0:14
2 Prompt - 1:05
3 Prompt Engineering - 1:39
4 Few-shot Prompting - 2:36
5 Context Window- 3:03
6 Token - 4:10
7 Inference - 5:42
8 Parameter - 6:27
9 Temperature - 7:08
10 Prompt Injection - 7:52
11 Guardrails - 9:23
12 Hallucination - 9:55
13 RAG - 10:16
14 Semantic Search - 10:57
15 Embeddings - 11:43
16 Chunk - 12:25
17 Vector Database - 13:11
18 AI Agents - 13:50
19 Agentic AI - 14:10
20 Function Calling - 15:06
21 MCP - 15:48
22 Fine-tuning - 16:33
23 Distillation - 17:30
24 Reinforcement Learning - 17:52
25 RLHF - 18:28
26 Reasoning Models - 18:57
27 Test-time Compute - 19:40
28 Train-time Compute - 20:37
29 Pre-training - 21:16
30 Post-training - 21:39