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Udemy - Complete AI Understand AI, ML, DL, GenAI, LLM, NLP (2025) 2025-1
Course modified date: 5 Feb 2025
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Course content
Sections:
19
•
Activities:
0
•
Resources:
91
- 1 Course Preview
- 2 Intro to Artificial Intelligence
- 3 Types of Artificial Intelligence
- 4 AI in Real World Applications
- 1 1 Project Pre Setup
- 2 2 Project Setup
- 3 3 Coding the Chatbot
- 1 What is ML and what are its types
- 2 ML Concepts and Pipeline
- 10 Project Part 8
- 11 Project Part 9
- 12 Project Part 10
- 13 Project Part 11
- 14 Project Part 12
- 1 Project Description and Setup
- 2 Project Part 0
- 3 Project Part 1
- 4 Project Part 2
- 5 Project Part 3
- 6 Project Part 4
- 7 Project Part 5
- 8 Project Part 6
- 9 Project Part 7
- 1 ANN Part 1
- 2 ANN Part 2
- 3 CNN Part 1
- 4 CNN Part 2
- 5 RNN and Other Neural Networks
- 1 Reinforcement Learning Introduction
- 2 Bellmans Equation
- 3 Policy Plan and Markovs Decision Process MKD
- 4 Living Penalty
- 5 Q Learning Intuition
- 6 Temporal Difference
- 1 Q Learning Project Description and Understanding
- 2 QN Project Part 1
- 3 QN Project Part 2
- 4 QN Project Part 3
- 5 QN Project Part 4
- 1 Deep Q Learning Intuition
- 2 Experience Replay
- 3 Action Selection Policy
- 10 DQN Project Part 8
- 1 DQN Project Desctription
- 2 DQN Project Part 0
- 3 DQN Project Part 1
- 4 DQN Project Part 2
- 5 DQN Project Part 3
- 6 DQN Project Part 4
- 7 DQN Project Part 5
- 8 DQN Project Part 6
- 9 DQN Project Part 7
- 1 DCQN Intuition
- 2 Eligibility Trace
- 10 DCQN Project Part 8
- 1 DCQN Project Description
- 2 DCQN Project Part 0
- 3 DCQN Project Part 1
- 4 DCQN Project Part 2
- 5 DCQN Project Part 3
- 6 DCQN Project Part 4
- 7 DCQN Project Part 5
- 8 DCQN Project Part 6
- 9 DCQN Project Part 7
- 1 GenAI Introduction
- 2 Core Concepts
- 1 GAN Introduction
- 2 Conditional GANs
- 1 LLM Introduction
- 2 How LLMs generate Text
- 3 Transformers
- 4 Transformers for LLM
- 5 Context Window
- 1 Transfer Learning and Fine Tuning LLM
- 1 LLM Project Description
- 2 LLM Project Part 0
- 3 LLM Project Part 1
- 4 LLM Project Part 2
- 5 LLM Project Part 3
- 6 LLM Project Part 4
- 1 NLP Introduction
- 2 NLG and NLU
- 1 NLP Project Description
- 2 NLP Project Part 0
- 3 NLP Project Part 1
- 4 NLP Project Part 2
- 5 NLP Project Part 3
- 6 NLP Project Part 4
- 7 NLP Project Part 5
- 8 NLP Project Part 6
- 1 Thankk YOU and CONGRATULATIONS