AI Complete OneShot Course | Learn AI & Deep Learning from Scratch

Save time & study only what's needed for Placements with PRIME 3.0 🚀
📌Prime 3.0 : New Complete AI/ML Batch :https://www.apnacollege.in/course/prime-3

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Link for International students : https://buy.stripe.com/6oU4gBbCB7a2ammd8LdfG0g

Eligibility for Prime 3.0 (AI/ML batch) :
- B.Tech students preparing for Tech Placement/Internships.
- working professionals switching to AI roles
- M.Tech/MCA/BCA who are preparing for Tech Placements/Internships

Class Schedule :
- Mentioned in video & on website.
- Lectures will come on weekends
- Lecture duration : upto 2.5 - 3 Hours
- Some weekends will have additional mentorship sessions.
- It will take us 4.5 to 5 months for completion
- Additional projects will be provided in 5th month for more practice.


Timestamps
00:00:00 Introduction
00:00:23 Important Concepts
00:02:25 How AI Learns?
00:06:26 Neural Networks
00:15:01 Large Language Model (LLM)
00:18:11 Tokens
00:21:27 Context Window
00:25:33 Vectors & Embeddings
00:30:19 Attention
00:34:11 Transformers
00:40:14 Fine-Tuning
00:42:13 Self-supervised Learning
00:47:48 Reinforcement Learning
00:51:13 Retrieval Augmented Generation (RAG)
00:51:53 Vector Database
00:59:22 Few-shot Prompting
01:01:30 Model Context Protocol (MCP)
01:05:46 Context Engineering
01:08:57 Multi-modal Model
01:10:54 AI Agent
01:13:19 Chain of Thought
01:05:06 Reasoning Model
01:16:52 Small Language Model
01:18:54 Distillation
01:20:11 Quantization