AI Fundamentals
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23 learners
What you'll learn
This course includes
- 7.5 hours of video
- Certificate of completion
- Access on mobile and TV
Course content
1 modules • 45 lessons • 7.5 hours of video
AI Fundamentals
45 lessons
• 7.5 hours
AI Fundamentals
45 lessons
• 7.5 hours
- RAG vs Fine-Tuning vs Prompt Engineering: Optimizing AI Models13:10
- ADK vs RAG: How to Choose the Right AI Stack06:31
- What AI Agent Skills Are and How They Work12:25
- The 7 Skills You Need to Build AI Agents14:37
- What is Physical AI? How Robots Learn & Adapt in Real Life08:52
- What is AI Technical Debt? Key Risks for Machine Learning Projects13:33
- What is Multimodal AI? How LLMs Process Text, Images, and More09:15
- What is Human In The Loop with AI? How HITL Shapes AI Systems10:44
- A2A vs MCP: AI Agent Communication Explained11:46
- What Is NeuroSymbolic AI? Bridging Reasoning & Neural Networks05:47
- What is Multimodal RAG? Unlocking LLMs with Vector Databases11:13
- What is Prompt Caching? Optimize LLM Latency with AI Transformers09:06
- AI Agents vs. LLMs: Choosing the Right Tool for AI Tasks07:51
- Understanding AI Concepts: Machine Learning, Gen AI, NLP, & More06:21
- Escape the AI Graveyard: Fixing Data and Machine Learning Failures07:29
- AI Periodic Table Explained: Mapping LLMs, RAG & AI Agent Frameworks16:51
- AI Trends 2026: Quantum, Agentic AI & Smarter Automation11:39
- RAG vs Agentic AI: How LLMs Connect Data for Smarter AI10:01
- A Brief History of AI: From Machine Learning to Gen AI to Agentic AI12:54
- What Is an AI Stack? LLMs, RAG, & AI Hardware09:06
- Machine Learning Explained: A Guide to ML, AI, & Deep Learning10:39
- MCP vs gRPC: How AI Agents & LLMs Connect to Tools & Data10:35
- The Limits of AI: Generative AI, NLP, AGI, & What’s Next?19:51
- 7 AI Terms You Need to Know: Agents, RAG, ASI & More11:04
- MCP vs API: Simplifying AI Agent Integration with External Data13:11
- AI, Machine Learning, Deep Learning and Generative AI Explained10:01
- Ten Everyday Machine Learning Use Cases07:07
- Large Language Models: How Large is Large Enough?06:52
- What Makes Large Language Models Expensive?19:20
- Generative AI: A Conversation with Malcolm Gladwell & Darío Gil29:18
- AI and Large Language Models Boost Language Translation06:19
- The 7 Types of AI - And Why We Talk (Mostly) About 3 of Them06:50
- The Rise of Generative AI for Business14:45
- Machine Learning vs. Deep Learning vs. Foundation Models07:27
- How to Add AI to Your Apps Faster with Embedded AI07:35
- Top 5 AI Myths06:58
- AI vs Machine Learning05:49
- What are Generative AI models?08:47
- Artificial Intelligence - Are We There Yet?07:08
- NLP vs NLU vs NLG06:48
- Humans vs. AI: Who should make the decision?08:57
- Artificial Intelligence vs. Augmented Intelligence05:52
- What is NLP (Natural Language Processing)?09:38
- What is Machine Learning?08:23
- What is a Chatbot?09:42
