100 AI Projects: From Beginner to Builder

Master AI by building 100 real-world projects using Python, LLMs, agents, tools like LangChain, Ollama, and Streamlit

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⏱️ Chapters:
0:00:00 What is Artificial Intelligence?
0:07:47 Mathematics for AI
0:14:09 Programming for AI
0:20:55 Machine Learning Basics
0:29:05 Deep Learning
0:37:07 Natural Language Processing
0:45:11 Computer Vision
0:52:41 Speech and Audio Processing
0:59:43 Reinforcement Learning
1:08:19 Popular AI Frameworks
1:14:49 Data Handling and MLOps
1:21:30 Building AI Pipelines
1:26:34 Cloud vs Local AI
1:32:35 AI Agents
1:38:41 Multi-Agent Systems
1:44:59 Model Context Protocol (MCP)
1:50:40 AI in Healthcare
1:56:36 AI in Finance
2:02:44 AI in Manufacturing
2:07:57 AI in Education, Law, and Media
2:13:28 AI in National Security
2:18:59 Ethics and Bias in AI
2:24:52 AI Safety and Alignment
2:30:42 AI and Society
2:35:15 Philosophy of Mind and Consciousness
2:40:53 AGI and Superintelligence
2:46:20 Quantum AI
2:52:04 AI + Blockchain, IoT, AR/VR
2:56:48 AI Governance and Global Policy
3:03:01 The Road Ahead
3:07:00 100-Day AI Learning Path
3:08:57 End of Course

No background required — no maths, no coding, no prior AI knowledge. This is a conceptual overview rather than a build-along, so nothing to install and nothing to set up.

ℹ️ This course is independent and is not affiliated with, endorsed by, or sponsored by any company or tool mentioned. For educational purposes only, and not medical, legal, or financial advice — the industry chapters describe how AI is applied in those fields, not how you should act in them.

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