Udemy - Artificial Intelligence A-Z 2025 Agentic AI, Gen AI, and RL (3.2025)

File Name

Size

01. Welcome to the course!/2. How to Build Your First AI Chatbot Using AWS PartyRock No Coding Required.mp4

9.5 MB

01. Welcome to the course!/2. How to Build Your First AI Chatbot Using AWS PartyRock No Coding Required.vtt

8.7 kB

01. Welcome to the course!/3. Prizes $$ for Learning.html

383 B

01. Welcome to the course!/1. Get the Course Materials!.html

368 B

02. Agentic AI/1. Build a Cloud-powered AI Agent for Business Assistance, completely from scratch!.html

1.6 kB

03. ---------- Part 0 - Fundamentals Of Reinforcement Learning ----------/1. Welcome to Part 0 - Fundamentals of Reinforcement Learning.html

1.3 kB

04. Q-Learning Intuition/2. How Reinforcement Learning Works A Beginner's Guide to AI Training Methods.mp4

55 MB

04. Q-Learning Intuition/7. Living Penalty in Reinforcement Learning Optimize AI Agent Decision Making.mp4

50 MB

04. Q-Learning Intuition/3. Bellman Equation in Reinforcement Learning A Step-by-Step Introduction.mp4

43 MB

04. Q-Learning Intuition/9. Temporal Difference in Q-Learning A Complete Guide for Reinforcement Learning.mp4

37 MB

04. Q-Learning Intuition/5. Markov Decision Processes in Reinforcement Learning A Complete Guide.mp4

35 MB

04. Q-Learning Intuition/8. Q-Learning in Reinforcement Learning From V-Values to Q-Values Explained.mp4

29 MB

04. Q-Learning Intuition/6. RL Tutorial Optimal Policy vs Fixed Plans in AI Decision Making.mp4

27 MB

04. Q-Learning Intuition/4. From State Values to Optimal Plans Bellman Equation in AI Decision Making.mp4

8.2 MB

04. Q-Learning Intuition/1. Deep Learning Fundamentals Neural Networks & Activation Functions Explained.mp4

3.4 MB

04. Q-Learning Intuition/3. Bellman Equation in Reinforcement Learning A Step-by-Step Introduction.vtt

32 kB

04. Q-Learning Intuition/9. Temporal Difference in Q-Learning A Complete Guide for Reinforcement Learning.vtt

30 kB

04. Q-Learning Intuition/5. Markov Decision Processes in Reinforcement Learning A Complete Guide.vtt

28 kB

04. Q-Learning Intuition/8. Q-Learning in Reinforcement Learning From V-Values to Q-Values Explained.vtt

23 kB

04. Q-Learning Intuition/6. RL Tutorial Optimal Policy vs Fixed Plans in AI Decision Making.vtt

22 kB

04. Q-Learning Intuition/10.1 Quiz 1.html

20 kB

04. Q-Learning Intuition/2. How Reinforcement Learning Works A Beginner's Guide to AI Training Methods.vtt

20 kB

04. Q-Learning Intuition/7. Living Penalty in Reinforcement Learning Optimize AI Agent Decision Making.vtt

15 kB

04. Q-Learning Intuition/1. Deep Learning Fundamentals Neural Networks & Activation Functions Explained.vtt

6.0 kB

04. Q-Learning Intuition/4. From State Values to Optimal Plans Bellman Equation in AI Decision Making.vtt

3.8 kB

05. Q-Learning Implementation/1. A Q-Learning Implementation for Process Optimization.html

1.4 kB

05. Q-Learning Implementation/1. A-Q-Learning-Implementation-for-Process-Optimization.txt

38 B

06. ---------- Part 1 - Deep Q-Learning ----------/1. Welcome to Part 1 - Deep Q-Learning.html

1.1 kB

07. Deep Q-Learning Intuition/5. Q-Learning Guide to Epsilon-Greedy & Softmax Action Selection Algorithms.mp4

54 MB

07. Deep Q-Learning Intuition/4. Experience Replay in Deep Q-Learning How it Works & Why it Matters.mp4

38 MB

07. Deep Q-Learning Intuition/2. Deep Q-Learning vs Traditional Q-Learning Key Differences Explained.mp4

34 MB

07. Deep Q-Learning Intuition/3. How Deep Q-Learning Works Neural Networks & Reinforcement Learning Explained.mp4

15 MB

07. Deep Q-Learning Intuition/1. Deep Learning Fundamentals Neural Networks & Activation Functions Explained.mp4

3.6 MB

07. Deep Q-Learning Intuition/5. Q-Learning Guide to Epsilon-Greedy & Softmax Action Selection Algorithms.vtt

26 kB

07. Deep Q-Learning Intuition/4. Experience Replay in Deep Q-Learning How it Works & Why it Matters.vtt

25 kB

07. Deep Q-Learning Intuition/2. Deep Q-Learning vs Traditional Q-Learning Key Differences Explained.vtt

24 kB

07. Deep Q-Learning Intuition/3. How Deep Q-Learning Works Neural Networks & Reinforcement Learning Explained.vtt

10 kB

07. Deep Q-Learning Intuition/1. Deep Learning Fundamentals Neural Networks & Activation Functions Explained.vtt

4.7 kB

08. Deep Q-Learning Implementation/20. Step 18 DQN Training Visualization - Dynamic Score Tracking Implementation.mp4

147 MB

08. Deep Q-Learning Implementation/13. Step 11 DQN Step Method - Store & Learn from Experiences in Python.mp4

52 MB

08. Deep Q-Learning Implementation/19. Step 17 Deep Q-Learning Training Loop - Complete Lunar Lander Guide.mp4

50 MB

08. Deep Q-Learning Implementation/14. Step 12 DQN Action Selection - State Processing to Policy Implementation.mp4

48 MB

08. Deep Q-Learning Implementation/16. Step 14 - Deep Q-Network Implementation Soft Update Method for Stable Training.mp4

47 MB

08. Deep Q-Learning Implementation/4. Google Colab Setup Deep Q-Learning for Lunar Lander Tutorial.mp4

46 MB

08. Deep Q-Learning Implementation/12. DQN Tutorial Initialize Q-Networks, Optimizer & Replay Memory Buffer.mp4

44 MB

08. Deep Q-Learning Implementation/15. Step 13 Deep Q-Network Training - Implementing Learn Method for RL.mp4

30 MB

08. Deep Q-Learning Implementation/11. Step 9 Coding DQN Memory Sampling - PyTorch Experience Replay Tutorial.mp4

29 MB

08. Deep Q-Learning Implementation/21. Step 19 Visualizing Deep Q-Learning - AI Perfects Lunar Lander Landing.mp4

28 MB

08. Deep Q-Learning Implementation/3. Step 1 - Deep Q-Learning Environment Setup From Gmail to Lunar Lander Training.mp4

26 MB

08. Deep Q-Learning Implementation/5. Step 3 - PyTorch DQN Architecture Building the AI Brain for OpenAI Lunar Lander.mp4

25 MB

08. Deep Q-Learning Implementation/7. Step 5 - Configure LunarLander-v2 Environment Parameters for DQN Training.mp4

17 MB

08. Deep Q-Learning Implementation/18. Step 16 - Epsilon-Greedy Strategy Initializing AI Training Hyperparameters.mp4

14 MB

08. Deep Q-Learning Implementation/17. Step 15 Creating Your First AI Agent - Deep Q-Network (DQN) Tutorial.mp4

13 MB

08. Deep Q-Learning Implementation/6. PyTorch Deep Q-Learning Implementing Forward Method for Neural Nets.mp4

12 MB

08. Deep Q-Learning Implementation/22. ChatGPT vs Custom DQN Comparing Deep RL Implementations.mp4

11 MB

08. Deep Q-Learning Implementation/1. How to Train an AI Lunar Lander using Deep Q-Learning and Python.mp4

10 MB

08. Deep Q-Learning Implementation/8. DQN Hyperparameters Learning Rate & Replay Buffer Setup Guide (Step 6).mp4

8.7 MB

08. Deep Q-Learning Implementation/10. Step 8 DQN Push Method - Adding Experiences to Replay Memory Buffer.mp4

7.6 MB

08. Deep Q-Learning Implementation/9. Step 7 Implementing Experience Replay Memory in DQN with Python.mp4

6.6 MB

08. Deep Q-Learning Implementation/20. Step 18 DQN Training Visualization - Dynamic Score Tracking Implementation.vtt

31 kB

08. Deep Q-Learning Implementation/19. Step 17 Deep Q-Learning Training Loop - Complete Lunar Lander Guide.vtt

16 kB

08. Deep Q-Learning Implementation/14. Step 12 DQN Action Selection - State Processing to Policy Implementation.vtt

15 kB

08. Deep Q-Learning Implementation/15. Step 13 Deep Q-Network Training - Implementing Learn Method for RL.vtt

14 kB

08. Deep Q-Learning Implementation/5. Step 3 - PyTorch DQN Architecture Building the AI Brain for OpenAI Lunar Lander.vtt

14 kB

08. Deep Q-Learning Implementation/12. DQN Tutorial Initialize Q-Networks, Optimizer & Replay Memory Buffer.vtt

13 kB

08. Deep Q-Learning Implementation/11. Step 9 Coding DQN Memory Sampling - PyTorch Experience Replay Tutorial.vtt

13 kB

08. Deep Q-Learning Implementation/13. Step 11 DQN Step Method - Store & Learn from Experiences in Python.vtt

12 kB

08. Deep Q-Learning Implementation/3. Step 1 - Deep Q-Learning Environment Setup From Gmail to Lunar Lander Training.vtt

12 kB

08. Deep Q-Learning Implementation/4. Google Colab Setup Deep Q-Learning for Lunar Lander Tutorial.vtt

11 kB

08. Deep Q-Learning Implementation/16. Step 14 - Deep Q-Network Implementation Soft Update Method for Stable Training.vtt

10 kB

08. Deep Q-Learning Implementation/22. ChatGPT vs Custom DQN Comparing Deep RL Implementations.vtt

8.8 kB

08. Deep Q-Learning Implementation/7. Step 5 - Configure LunarLander-v2 Environment Parameters for DQN Training.vtt

8.8 kB

08. Deep Q-Learning Implementation/21. Step 19 Visualizing Deep Q-Learning - AI Perfects Lunar Lander Landing.vtt

8.6 kB

08. Deep Q-Learning Implementation/18. Step 16 - Epsilon-Greedy Strategy Initializing AI Training Hyperparameters.vtt

8.6 kB

08. Deep Q-Learning Implementation/6. PyTorch Deep Q-Learning Implementing Forward Method for Neural Nets.vtt

6.5 kB

08. Deep Q-Learning Implementation/8. DQN Hyperparameters Learning Rate & Replay Buffer Setup Guide (Step 6).vtt

6.5 kB

08. Deep Q-Learning Implementation/10. Step 8 DQN Push Method - Adding Experiences to Replay Memory Buffer.vtt

5.0 kB

08. Deep Q-Learning Implementation/9. Step 7 Implementing Experience Replay Memory in DQN with Python.vtt

4.3 kB

08. Deep Q-Learning Implementation/17. Step 15 Creating Your First AI Agent - Deep Q-Network (DQN) Tutorial.vtt

3.4 kB

08. Deep Q-Learning Implementation/1. How to Train an AI Lunar Lander using Deep Q-Learning and Python.vtt

2.1 kB

08. Deep Q-Learning Implementation/2. Get the Codes here.html

430 B

08. Deep Q-Learning Implementation/2. Deep-Q-Learning.txt

42 B

08. Deep Q-Learning Implementation/21. AI-Landing.txt

39 B

09. ---------- Part 2 - Deep Convolutional Q-Learning ----------/1. Welcome to Part 2 - Deep Convolutional Q-Learning.html

661 B

10. Deep Convolutional Q-Learning Intuition/2. Deep Convolutional Q-Learning Build AI Agents for Game Environments.mp4

24 MB

10. Deep Convolutional Q-Learning Intuition/3. Deep Q-Learning vs Eligibility Trace AI Algorithm Comparison & Guide.mp4

16 MB

10. Deep Convolutional Q-Learning Intuition/1. Deep Learning Fundamentals Neural Networks & Activation Functions Explained.mp4

4.9 MB

10. Deep Convolutional Q-Learning Intuition/3. Deep Q-Learning vs Eligibility Trace AI Algorithm Comparison & Guide.vtt

14 kB

10. Deep Convolutional Q-Learning Intuition/2. Deep Convolutional Q-Learning Build AI Agents for Game Environments.vtt

12 kB

10. Deep Convolutional Q-Learning Intuition/1. Deep Learning Fundamentals Neural Networks & Activation Functions Explained.vtt

5.5 kB

11. Deep Convolutional Q-Learning Implementation/13. Step 11 Optimizing DQN Training on V100 GPU - Setup to Solved Environment.mp4

110 MB

11. Deep Convolutional Q-Learning Implementation/4. Step 2 - Implementing DCQN Architecture in Python Setup & Neural Network Design.mp4

48 MB

11. Deep Convolutional Q-Learning Implementation/11. Step 9 Deep Q-Learning to DCQN - Experience Replay & Memory Updates.mp4

41 MB

11. Deep Convolutional Q-Learning Implementation/10. Image Preprocessing for Deep Q-Learning PIL & Torchvision Implementation.mp4

40 MB

11. Deep Convolutional Q-Learning Implementation/5. Step 3 Building CNNs - Creating AI's Visual Processing System.mp4

35 MB

11. Deep Convolutional Q-Learning Implementation/12. Step 10 Implementing DCQN Agent - Deep Q-Learning Adaptation & Methods.mp4

33 MB

11. Deep Convolutional Q-Learning Implementation/8. Step 6 Configuring Miss Pacman for Deep Q-Learning Training.mp4

31 MB

11. Deep Convolutional Q-Learning Implementation/3. Deep Q-Learning Setting Up Pac-Man in OpenAI Gym - Step 1.mp4

27 MB

11. Deep Convolutional Q-Learning Implementation/7. Step 5 Deep Q-Learning - Building AI's Visual Processing System.mp4

20 MB

11. Deep Convolutional Q-Learning Implementation/15. Step 13 Deep Q-Learning - Optimizing Neural Networks with GPT-4.mp4

18 MB

11. Deep Convolutional Q-Learning Implementation/6. CNN Architecture Adding Fully Connected Layers After Convolutional Layers.mp4

16 MB

11. Deep Convolutional Q-Learning Implementation/14. Step 12 Visualizing Deep Q-Learning - Watch AI Play Pac-Man Like a Human.mp4

13 MB

11. Deep Convolutional Q-Learning Implementation/1. Deep Q-Learning Build AI Pac-Man with Convolutional Neural Networks.mp4

7.3 MB

11. Deep Convolutional Q-Learning Implementation/9. Step 7 Deep Q-Learning Hyperparameters - Learning Rate & Batch Size Setup.mp4

4.7 MB

11. Deep Convolutional Q-Learning Implementation/13. Step 11 Optimizing DQN Training on V100 GPU - Setup to Solved Environment.vtt

21 kB

11. Deep Convolutional Q-Learning Implementation/5. Step 3 Building CNNs - Creating AI's Visual Processing System.vtt

18 kB

11. Deep Convolutional Q-Learning Implementation/11. Step 9 Deep Q-Learning to DCQN - Experience Replay & Memory Updates.vtt

16 kB

11. Deep Convolutional Q-Learning Implementation/10. Image Preprocessing for Deep Q-Learning PIL & Torchvision Implementation.vtt

13 kB

11. Deep Convolutional Q-Learning Implementation/12. Step 10 Implementing DCQN Agent - Deep Q-Learning Adaptation & Methods.vtt

13 kB

11. Deep Convolutional Q-Learning Implementation/7. Step 5 Deep Q-Learning - Building AI's Visual Processing System.vtt

12 kB

11. Deep Convolutional Q-Learning Implementation/15. Step 13 Deep Q-Learning - Optimizing Neural Networks with GPT-4.vtt

8.9 kB

11. Deep Convolutional Q-Learning Implementation/4. Step 2 - Implementing DCQN Architecture in Python Setup & Neural Network Design.vtt

8.6 kB

11. Deep Convolutional Q-Learning Implementation/3. Deep Q-Learning Setting Up Pac-Man in OpenAI Gym - Step 1.vtt

7.5 kB

11. Deep Convolutional Q-Learning Implementation/6. CNN Architecture Adding Fully Connected Layers After Convolutional Layers.vtt

7.5 kB

11. Deep Convolutional Q-Learning Implementation/14. Step 12 Visualizing Deep Q-Learning - Watch AI Play Pac-Man Like a Human.vtt

7.0 kB

11. Deep Convolutional Q-Learning Implementation/8. Step 6 Configuring Miss Pacman for Deep Q-Learning Training.vtt

6.3 kB

11. Deep Convolutional Q-Learning Implementation/9. Step 7 Deep Q-Learning Hyperparameters - Learning Rate & Batch Size Setup.vtt

3.5 kB

11. Deep Convolutional Q-Learning Implementation/1. Deep Q-Learning Build AI Pac-Man with Convolutional Neural Networks.vtt

2.3 kB

11. Deep Convolutional Q-Learning Implementation/2. Get the Codes here.html

430 B

11. Deep Convolutional Q-Learning Implementation/2. Deep-Convolutional-Q-Learning.txt

40 B

11. Deep Convolutional Q-Learning Implementation/14. Video-of-AI-playing-Pac-Man-like-a-human.txt

38 B

12. ---------- Part 3 - A3C ----------/1. Welcome to Part 3 - A3C.html

522 B

13. A3C Intuition/2. A3C Algorithm Tutorial Understanding Asynchronous Advantage Actor-Critic in AI.mp4

52 MB

13. A3C Intuition/5. How Does Advantage Work in Actor-Critic Methods A3C Algorithm Explained.mp4

37 MB

13. A3C Intuition/6. LSTM in A3C Algorithm How Memory Enhances Reinforcement Learning Performance.mp4

36 MB

13. A3C Intuition/4. Asynchronous Learning in A3C Shared Critics and Neural Networks Explained.mp4

35 MB

13. A3C Intuition/3. Actor-Critic Algorithm From Deep Q-Learning to A3C Implementation.mp4

21 MB

13. A3C Intuition/1. Deep Learning Fundamentals Neural Networks & Activation Functions Explained.mp4

5.0 MB

13. A3C Intuition/6. LSTM in A3C Algorithm How Memory Enhances Reinforcement Learning Performance.vtt

25 kB

13. A3C Intuition/5. How Does Advantage Work in Actor-Critic Methods A3C Algorithm Explained.vtt

24 kB

13. A3C Intuition/4. Asynchronous Learning in A3C Shared Critics and Neural Networks Explained.vtt

20 kB

13. A3C Intuition/3. Actor-Critic Algorithm From Deep Q-Learning to A3C Implementation.vtt

11 kB

13. A3C Intuition/2. A3C Algorithm Tutorial Understanding Asynchronous Advantage Actor-Critic in AI.vtt

7.0 kB

13. A3C Intuition/1. Deep Learning Fundamentals Neural Networks & Activation Functions Explained.vtt

5.6 kB

14. A3C Implementation/16. Step 14 A3C Training Loop with Progress Bar for Kung Fu AI Model.mp4

114 MB

14. A3C Implementation/17. ChatGPT A3C Model PyTorch for KungFuMaster AI Optimization (Step 15).mp4

83 MB

14. A3C Implementation/10. Step 8 Coding A3C Step Method in PyTorch - Complete Implementation Guide.mp4

77 MB

14. A3C Implementation/9. A3C Agent Converting States to Actions with PyTorch Neural Networks.mp4

59 MB

14. A3C Implementation/5. Step 3 - A3C Deep Reinforcement Learning Network Class & Architecture Design.mp4

58 MB

14. A3C Implementation/4. A3C Algorithm Implementation Neural Network & Environment Setup.mp4

42 MB

14. A3C Implementation/14. Step 12 Multi-Environment A3C - EnvBatch Class Implementation Tutorial.mp4

36 MB

14. A3C Implementation/8. Step 6 A3C Agent Class Init Method for Deep Reinforcement Learning.mp4

34 MB

14. A3C Implementation/13. Step 11 EnvBatch Class for A3C Multi-Environment Training in Python.mp4

34 MB

14. A3C Implementation/12. Implementing A3C Agent Evaluation in Python Deep RL Tutorial Step 10.mp4

34 MB

14. A3C Implementation/3. A3C Deep RL Setting Up Kung Fu Master Environment in Atari.mp4

32 MB

14. A3C Implementation/6. A3C Algorithm Building Action & State Value Outputs - Step 4.mp4

32 MB

14. A3C Implementation/7. A3C Algorithm PreprocessAtari Class & Hyperparameter Tuning Setup.mp4

20 MB

14. A3C Implementation/15. Step 13 A3C Training - Multi-Environment Batch Setup Implementation.mp4

19 MB

14. A3C Implementation/11. Step 9 - How to Initialize an A3C Agent in Python Creating the Agent Instance.mp4

12 MB

14. A3C Implementation/1. A3C Reinforcement Learning Tutorial Building AI for Kung Fu Master Environment.mp4

10 MB

14. A3C Implementation/16. Step 14 A3C Training Loop with Progress Bar for Kung Fu AI Model.vtt

32 kB

14. A3C Implementation/10. Step 8 Coding A3C Step Method in PyTorch - Complete Implementation Guide.vtt

28 kB

14. A3C Implementation/17. ChatGPT A3C Model PyTorch for KungFuMaster AI Optimization (Step 15).vtt

22 kB

14. A3C Implementation/5. Step 3 - A3C Deep Reinforcement Learning Network Class & Architecture Design.vtt

19 kB

14. A3C Implementation/9. A3C Agent Converting States to Actions with PyTorch Neural Networks.vtt

18 kB

14. A3C Implementation/14. Step 12 Multi-Environment A3C - EnvBatch Class Implementation Tutorial.vtt

17 kB

14. A3C Implementation/12. Implementing A3C Agent Evaluation in Python Deep RL Tutorial Step 10.vtt

16 kB

14. A3C Implementation/6. A3C Algorithm Building Action & State Value Outputs - Step 4.vtt

14 kB

14. A3C Implementation/13. Step 11 EnvBatch Class for A3C Multi-Environment Training in Python.vtt

12 kB

14. A3C Implementation/8. Step 6 A3C Agent Class Init Method for Deep Reinforcement Learning.vtt

12 kB

14. A3C Implementation/3. A3C Deep RL Setting Up Kung Fu Master Environment in Atari.vtt

11 kB

14. A3C Implementation/4. A3C Algorithm Implementation Neural Network & Environment Setup.vtt

11 kB

14. A3C Implementation/7. A3C Algorithm PreprocessAtari Class & Hyperparameter Tuning Setup.vtt

9.5 kB

14. A3C Implementation/15. Step 13 A3C Training - Multi-Environment Batch Setup Implementation.vtt

6.1 kB

14. A3C Implementation/11. Step 9 - How to Initialize an A3C Agent in Python Creating the Agent Instance.vtt

3.2 kB

14. A3C Implementation/1. A3C Reinforcement Learning Tutorial Building AI for Kung Fu Master Environment.vtt

2.3 kB

14. A3C Implementation/2. Get the Codes here.html

430 B

14. A3C Implementation/16. Video-of-Kung-Fu-AI-Model.txt

38 B

14. A3C Implementation/2. A3C-Reinforcement-Learning.txt

32 B

15. ---------- Part 4 - PPO and SAC ----------/1. AWS DeepRacer Training Autonomous Vehicles with PPO and SAC Algorithms.mp4

13 MB

15. ---------- Part 4 - PPO and SAC ----------/1. AWS DeepRacer Training Autonomous Vehicles with PPO and SAC Algorithms.vtt

2.7 kB

15. ---------- Part 4 - PPO and SAC ----------/2. Build and Train the PPO and SAC models for a Self-Driving Car! Theory included.html

2.2 kB

15. ---------- Part 4 - PPO and SAC ----------/2. PPO-and-SAC-Models.txt

38 B

16. ---------- Part 5 - Intro to Large Language Models (LLMs) ----------/1. Welcome to Part 5 - Intro to Large Language Models (LLMs).html

749 B

17. LLMs Intuition/1. Introduction to Large Language Models (LLMs) Transformers Explained.mp4

27 MB

17. LLMs Intuition/8. Fine-Tuning Large Language Models Real-World Applications and Use Cases.mp4

23 MB

17. LLMs Intuition/5. How Do Large Language Models Work A Deep Dive into LLM Architecture.mp4

18 MB

17. LLMs Intuition/2. Building Large Language Models Essential Ingredients for LLM Development.mp4

14 MB

17. LLMs Intuition/4. Understanding Next Word Prediction How LLMs Process Text One Word at a Time.mp4

11 MB

17. LLMs Intuition/6. What Are LLM Parameters Understanding Large Language Model Size Explained.mp4

10 MB

17. LLMs Intuition/3. How Were Large Language Models Invented Origins of Transformer AI.mp4

6.8 MB

17. LLMs Intuition/7. Context Windows Explained How LLMs Remember Conversation History.mp4

6.1 MB

17. LLMs Intuition/5. How Do Large Language Models Work A Deep Dive into LLM Architecture.vtt

7.6 kB

17. LLMs Intuition/2. Building Large Language Models Essential Ingredients for LLM Development.vtt

4.6 kB

17. LLMs Intuition/8. Fine-Tuning Large Language Models Real-World Applications and Use Cases.vtt

4.5 kB

17. LLMs Intuition/4. Understanding Next Word Prediction How LLMs Process Text One Word at a Time.vtt

4.5 kB

17. LLMs Intuition/6. What Are LLM Parameters Understanding Large Language Model Size Explained.vtt

3.2 kB

17. LLMs Intuition/7. Context Windows Explained How LLMs Remember Conversation History.vtt

3.2 kB

17. LLMs Intuition/1. Introduction to Large Language Models (LLMs) Transformers Explained.vtt

2.8 kB

17. LLMs Intuition/3. How Were Large Language Models Invented Origins of Transformer AI.vtt

2.0 kB

18. LLMs Implementation/7. Step 5 - Implementing SFTTrainer Memory-Efficient LLM Training with PEFT & LoRA.mp4

120 MB

18. LLMs Implementation/4. Loading LLaMA 2 Model Hugging Face Transformers & 4-bit Precision.mp4

100 MB

18. LLMs Implementation/3. Installing & Importing Key Libraries for Fine-Tuning Llama 2 Models.mp4

98 MB

18. LLMs Implementation/9. Step 7 Chatting with Your Fine-Tuned Medical LLM via Text Generation.mp4

80 MB

18. LLMs Implementation/5. Loading & Configuring HuggingFace Tokenizer for LLaMA 2 Implementation.mp4

43 MB

18. LLMs Implementation/8. Step 6 LoRA & Quantization for Efficient LLM Training in Medical Terms.mp4

38 MB

18. LLMs Implementation/6. Step 4 - Setting Training Arguments for LLM Fine-Tuning in Transformers Library.mp4

23 MB

18. LLMs Implementation/1. Fine-Tuning LLMs for Medical Chatbots A Practical Guide with Hugging Face.mp4

13 MB

18. LLMs Implementation/7. Step 5 - Implementing SFTTrainer Memory-Efficient LLM Training with PEFT & LoRA.vtt

22 kB

18. LLMs Implementation/4. Loading LLaMA 2 Model Hugging Face Transformers & 4-bit Precision.vtt

19 kB

18. LLMs Implementation/9. Step 7 Chatting with Your Fine-Tuned Medical LLM via Text Generation.vtt

17 kB

18. LLMs Implementation/3. Installing & Importing Key Libraries for Fine-Tuning Llama 2 Models.vtt

16 kB

18. LLMs Implementation/5. Loading & Configuring HuggingFace Tokenizer for LLaMA 2 Implementation.vtt

13 kB

18. LLMs Implementation/8. Step 6 LoRA & Quantization for Efficient LLM Training in Medical Terms.vtt

10 kB

18. LLMs Implementation/6. Step 4 - Setting Training Arguments for LLM Fine-Tuning in Transformers Library.vtt

8.4 kB

18. LLMs Implementation/1. Fine-Tuning LLMs for Medical Chatbots A Practical Guide with Hugging Face.vtt

2.9 kB

18. LLMs Implementation/2. Get the Codes here.html

2.5 kB

18. LLMs Implementation/10. Build a RAG-powered Generative AI application with Knowledge Bases, from scratch.html

1.6 kB

18. LLMs Implementation/2. Extra-part-LLMs.txt

33 B

19. THANK YOU/1. THANK YOU Video.mp4

54 MB

19. THANK YOU/1. THANK YOU Video.vtt

2.6 kB

20. Annex 1 Artificial Neural Networks/1. What is Deep Learning A Beginner's Guide to Artificial Neural Networks.mp4

103 MB

20. Annex 1 Artificial Neural Networks/3. How Do Artificial Neurons Work A Complete Guide to Neural Network Basics.mp4

44 MB

20. Annex 1 Artificial Neural Networks/6. How Do Neural Networks Learn Understanding Backpropagation & Cost Functions.mp4

43 MB

20. Annex 1 Artificial Neural Networks/5. How Do Neural Networks Work A Step-by-Step Property Valuation Example.mp4

35 MB

20. Annex 1 Artificial Neural Networks/7. Understanding Gradient Descent Optimize Neural Network Weights Efficiently.mp4

26 MB

20. Annex 1 Artificial Neural Networks/8. Stochastic Gradient Descent vs Batch Gradient Descent What's the Difference.mp4

22 MB

20. Annex 1 Artificial Neural Networks/4. Neural Network Activation Functions ReLU, Sigmoid, Tanh & Threshold Explained.mp4

17 MB

20. Annex 1 Artificial Neural Networks/9. Backpropagation in Neural Networks Step-by-Step Training Guide.mp4

14 MB

20. Annex 1 Artificial Neural Networks/2. Deep Learning Fundamentals Neural Networks & Activation Functions Explained.mp4

4.8 MB

20. Annex 1 Artificial Neural Networks/3. How Do Artificial Neurons Work A Complete Guide to Neural Network Basics.vtt

26 kB

20. Annex 1 Artificial Neural Networks/6. How Do Neural Networks Learn Understanding Backpropagation & Cost Functions.vtt

20 kB

20. Annex 1 Artificial Neural Networks/5. How Do Neural Networks Work A Step-by-Step Property Valuation Example.vtt

20 kB

20. Annex 1 Artificial Neural Networks/1. What is Deep Learning A Beginner's Guide to Artificial Neural Networks.vtt

20 kB

20. Annex 1 Artificial Neural Networks/7. Understanding Gradient Descent Optimize Neural Network Weights Efficiently.vtt

14 kB

20. Annex 1 Artificial Neural Networks/8. Stochastic Gradient Descent vs Batch Gradient Descent What's the Difference.vtt

13 kB

20. Annex 1 Artificial Neural Networks/4. Neural Network Activation Functions ReLU, Sigmoid, Tanh & Threshold Explained.vtt

13 kB

20. Annex 1 Artificial Neural Networks/9. Backpropagation in Neural Networks Step-by-Step Training Guide.vtt

7.6 kB

20. Annex 1 Artificial Neural Networks/2. Deep Learning Fundamentals Neural Networks & Activation Functions Explained.vtt

4.3 kB

21. Annex 2 Convolutional Neural Networks/5. Step 2 - Max Pooling in CNN How to Reduce Feature Maps & Prevent Overfitting.mp4

88 MB

21. Annex 2 Convolutional Neural Networks/2. CNN vs Human Vision How Convolutional Neural Networks Process Images.mp4

71 MB

21. Annex 2 Convolutional Neural Networks/3. CNN Convolution Feature Detection & Feature Maps in Deep Learning.mp4

66 MB

21. Annex 2 Convolutional Neural Networks/7. Step 4 CNN Classification - How FC Layers Process Features.mp4

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21. Annex 2 Convolutional Neural Networks/9. Understanding Softmax and Cross-Entropy Loss Functions in Neural Networks.mp4

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21. Annex 2 Convolutional Neural Networks/4. ReLU in CNN Understanding Non-Linearity for Deep Learning.mp4

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21. Annex 2 Convolutional Neural Networks/8. CNN Architecture Explained Feature Detection to Neural Network Classification.mp4

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21. Annex 2 Convolutional Neural Networks/1. Deep Learning Fundamentals Neural Networks & Activation Functions Explained.mp4

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21. Annex 2 Convolutional Neural Networks/6. Step 3 - CNN Feature Map Flattening From Pooling Layer to Neural Network Input.mp4

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21. Annex 2 Convolutional Neural Networks/7. Step 4 CNN Classification - How FC Layers Process Features.vtt

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21. Annex 2 Convolutional Neural Networks/9. Understanding Softmax and Cross-Entropy Loss Functions in Neural Networks.vtt

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21. Annex 2 Convolutional Neural Networks/3. CNN Convolution Feature Detection & Feature Maps in Deep Learning.vtt

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21. Annex 2 Convolutional Neural Networks/5. Step 2 - Max Pooling in CNN How to Reduce Feature Maps & Prevent Overfitting.vtt

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21. Annex 2 Convolutional Neural Networks/4. ReLU in CNN Understanding Non-Linearity for Deep Learning.vtt

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21. Annex 2 Convolutional Neural Networks/8. CNN Architecture Explained Feature Detection to Neural Network Classification.vtt

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21. Annex 2 Convolutional Neural Networks/1. Deep Learning Fundamentals Neural Networks & Activation Functions Explained.vtt

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21. Annex 2 Convolutional Neural Networks/6. Step 3 - CNN Feature Map Flattening From Pooling Layer to Neural Network Input.vtt

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