FreeCourseSite com Udemy Artificial Intelligence 2025 Agentic AI Gen AI and RL

FreeCourseSite com Udemy Artificial Intelligence 2025 Agentic AI Gen AI and RL

Name	[FreeCourseSite.com] Udemy - Artificial Intelligence A-Z 2025 Agentic AI, Gen AI, and RL	DOWNLOAD Copy Link Trouble downloading? see How To
Total Size	4.1 GB
Total Files	342
Last Seen	2025-07-18 00:18
Hash	B5C313E26CFD89158CA862061FD0D8AFA216219C

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/01. Welcome to the course!/
1. Get the Course Materials!.html	0.4 KB
2. How to Build Your First AI Chatbot Using AWS PartyRock No Coding Required.mp4	9.9 MB
2. How to Build Your First AI Chatbot Using AWS PartyRock No Coding Required.vtt	8.9 KB
3. Prizes $$ for Learning.html	0.4 KB
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/02. Agentic AI/
1. Build a Cloud-powered AI Agent for Business Assistance, completely from scratch!.html	1.6 KB
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/03. ---------- Part 0 - Fundamentals Of Reinforcement Learning ----------/
1. Welcome to Part 0 - Fundamentals of Reinforcement Learning.html	1.3 KB
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/04. Q-Learning Intuition/
1. Deep Learning Fundamentals Neural Networks & Activation Functions Explained.mp4	3.6 MB
1. Deep Learning Fundamentals Neural Networks & Activation Functions Explained.vtt	6.2 KB
10.1 Quiz 1.html	20.5 KB
2. How Reinforcement Learning Works A Beginner's Guide to AI Training Methods.mp4	57.8 MB
2. How Reinforcement Learning Works A Beginner's Guide to AI Training Methods.vtt	20.5 KB
3. Bellman Equation in Reinforcement Learning A Step-by-Step Introduction.mp4	44.8 MB
3. Bellman Equation in Reinforcement Learning A Step-by-Step Introduction.vtt	32.2 KB
4. From State Values to Optimal Plans Bellman Equation in AI Decision Making.mp4	8.6 MB
4. From State Values to Optimal Plans Bellman Equation in AI Decision Making.vtt	3.9 KB
5. Markov Decision Processes in Reinforcement Learning A Complete Guide.mp4	37.0 MB
5. Markov Decision Processes in Reinforcement Learning A Complete Guide.vtt	28.4 KB
6. RL Tutorial Optimal Policy vs Fixed Plans in AI Decision Making.mp4	28.3 MB
6. RL Tutorial Optimal Policy vs Fixed Plans in AI Decision Making.vtt	23.0 KB
7. Living Penalty in Reinforcement Learning Optimize AI Agent Decision Making.mp4	52.6 MB
7. Living Penalty in Reinforcement Learning Optimize AI Agent Decision Making.vtt	15.1 KB
8. Q-Learning in Reinforcement Learning From V-Values to Q-Values Explained.mp4	30.7 MB
8. Q-Learning in Reinforcement Learning From V-Values to Q-Values Explained.vtt	23.7 KB
9. Temporal Difference in Q-Learning A Complete Guide for Reinforcement Learning.mp4	38.3 MB
9. Temporal Difference in Q-Learning A Complete Guide for Reinforcement Learning.vtt	30.9 KB
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/05. Q-Learning Implementation/
1. A Q-Learning Implementation for Process Optimization.html	1.5 KB
1. A-Q-Learning-Implementation-for-Process-Optimization.txt	0.0 KB
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/06. ---------- Part 1 - Deep Q-Learning ----------/
1. Welcome to Part 1 - Deep Q-Learning.html	1.1 KB
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/07. Deep Q-Learning Intuition/
1. Deep Learning Fundamentals Neural Networks & Activation Functions Explained.mp4	3.7 MB
1. Deep Learning Fundamentals Neural Networks & Activation Functions Explained.vtt	4.8 KB
2. Deep Q-Learning vs Traditional Q-Learning Key Differences Explained.mp4	36.2 MB
2. Deep Q-Learning vs Traditional Q-Learning Key Differences Explained.vtt	24.2 KB
3. How Deep Q-Learning Works Neural Networks & Reinforcement Learning Explained.mp4	15.3 MB
3. How Deep Q-Learning Works Neural Networks & Reinforcement Learning Explained.vtt	10.7 KB
4. Experience Replay in Deep Q-Learning How it Works & Why it Matters.mp4	40.0 MB
4. Experience Replay in Deep Q-Learning How it Works & Why it Matters.vtt	25.7 KB
5. Q-Learning Guide to Epsilon-Greedy & Softmax Action Selection Algorithms.mp4	57.0 MB
5. Q-Learning Guide to Epsilon-Greedy & Softmax Action Selection Algorithms.vtt	26.5 KB
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/08. Deep Q-Learning Implementation/
1. How to Train an AI Lunar Lander using Deep Q-Learning and Python.mp4	10.8 MB
1. How to Train an AI Lunar Lander using Deep Q-Learning and Python.vtt	2.2 KB
10. Step 8 DQN Push Method - Adding Experiences to Replay Memory Buffer.mp4	8.0 MB
10. Step 8 DQN Push Method - Adding Experiences to Replay Memory Buffer.vtt	5.2 KB
11. Step 9 Coding DQN Memory Sampling - PyTorch Experience Replay Tutorial.mp4	30.8 MB
11. Step 9 Coding DQN Memory Sampling - PyTorch Experience Replay Tutorial.vtt	12.9 KB
12. DQN Tutorial Initialize Q-Networks, Optimizer & Replay Memory Buffer.mp4	46.3 MB
12. DQN Tutorial Initialize Q-Networks, Optimizer & Replay Memory Buffer.vtt	13.0 KB
13. Step 11 DQN Step Method - Store & Learn from Experiences in Python.mp4	54.5 MB
13. Step 11 DQN Step Method - Store & Learn from Experiences in Python.vtt	12.4 KB
14. Step 12 DQN Action Selection - State Processing to Policy Implementation.mp4	50.4 MB
14. Step 12 DQN Action Selection - State Processing to Policy Implementation.vtt	15.0 KB
15. Step 13 Deep Q-Network Training - Implementing Learn Method for RL.mp4	31.4 MB
15. Step 13 Deep Q-Network Training - Implementing Learn Method for RL.vtt	14.6 KB
16. Step 14 - Deep Q-Network Implementation Soft Update Method for Stable Training.mp4	49.6 MB
16. Step 14 - Deep Q-Network Implementation Soft Update Method for Stable Training.vtt	10.7 KB
17. Step 15 Creating Your First AI Agent - Deep Q-Network (DQN) Tutorial.mp4	13.8 MB
17. Step 15 Creating Your First AI Agent - Deep Q-Network (DQN) Tutorial.vtt	3.5 KB
18. Step 16 - Epsilon-Greedy Strategy Initializing AI Training Hyperparameters.mp4	14.1 MB
18. Step 16 - Epsilon-Greedy Strategy Initializing AI Training Hyperparameters.vtt	8.8 KB
19. Step 17 Deep Q-Learning Training Loop - Complete Lunar Lander Guide.mp4	52.5 MB
19. Step 17 Deep Q-Learning Training Loop - Complete Lunar Lander Guide.vtt	16.0 KB
2. Deep-Q-Learning.txt	0.0 KB
2. Get the Codes here.html	0.4 KB
20. Step 18 DQN Training Visualization - Dynamic Score Tracking Implementation.mp4	153.8 MB
20. Step 18 DQN Training Visualization - Dynamic Score Tracking Implementation.vtt	32.1 KB
21. AI-Landing.txt	0.0 KB
21. Step 19 Visualizing Deep Q-Learning - AI Perfects Lunar Lander Landing.mp4	29.0 MB
21. Step 19 Visualizing Deep Q-Learning - AI Perfects Lunar Lander Landing.vtt	8.8 KB
22. ChatGPT vs Custom DQN Comparing Deep RL Implementations.mp4	11.9 MB
22. ChatGPT vs Custom DQN Comparing Deep RL Implementations.vtt	9.0 KB
3. Step 1 - Deep Q-Learning Environment Setup From Gmail to Lunar Lander Training.mp4	27.3 MB
3. Step 1 - Deep Q-Learning Environment Setup From Gmail to Lunar Lander Training.vtt	12.1 KB
4. Google Colab Setup Deep Q-Learning for Lunar Lander Tutorial.mp4	47.9 MB
4. Google Colab Setup Deep Q-Learning for Lunar Lander Tutorial.vtt	11.0 KB
5. Step 3 - PyTorch DQN Architecture Building the AI Brain for OpenAI Lunar Lander.mp4	25.8 MB
5. Step 3 - PyTorch DQN Architecture Building the AI Brain for OpenAI Lunar Lander.vtt	14.2 KB
6. PyTorch Deep Q-Learning Implementing Forward Method for Neural Nets.mp4	13.0 MB
6. PyTorch Deep Q-Learning Implementing Forward Method for Neural Nets.vtt	6.7 KB
7. Step 5 - Configure LunarLander-v2 Environment Parameters for DQN Training.mp4	17.6 MB
7. Step 5 - Configure LunarLander-v2 Environment Parameters for DQN Training.vtt	9.0 KB
8. DQN Hyperparameters Learning Rate & Replay Buffer Setup Guide (Step 6).mp4	9.1 MB
8. DQN Hyperparameters Learning Rate & Replay Buffer Setup Guide (Step 6).vtt	6.6 KB
9. Step 7 Implementing Experience Replay Memory in DQN with Python.mp4	6.9 MB
9. Step 7 Implementing Experience Replay Memory in DQN with Python.vtt	4.4 KB
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/09. ---------- Part 2 - Deep Convolutional Q-Learning ----------/
1. Welcome to Part 2 - Deep Convolutional Q-Learning.html	0.7 KB
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/10. Deep Convolutional Q-Learning Intuition/
1. Deep Learning Fundamentals Neural Networks & Activation Functions Explained.mp4	5.2 MB
1. Deep Learning Fundamentals Neural Networks & Activation Functions Explained.vtt	5.6 KB
2. Deep Convolutional Q-Learning Build AI Agents for Game Environments.mp4	25.6 MB
2. Deep Convolutional Q-Learning Build AI Agents for Game Environments.vtt	12.1 KB
3. Deep Q-Learning vs Eligibility Trace AI Algorithm Comparison & Guide.mp4	17.0 MB
3. Deep Q-Learning vs Eligibility Trace AI Algorithm Comparison & Guide.vtt	14.8 KB
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/11. Deep Convolutional Q-Learning Implementation/
1. Deep Q-Learning Build AI Pac-Man with Convolutional Neural Networks.mp4	7.7 MB
1. Deep Q-Learning Build AI Pac-Man with Convolutional Neural Networks.vtt	2.3 KB
10. Image Preprocessing for Deep Q-Learning PIL & Torchvision Implementation.mp4	41.9 MB
10. Image Preprocessing for Deep Q-Learning PIL & Torchvision Implementation.vtt	13.0 KB
11. Step 9 Deep Q-Learning to DCQN - Experience Replay & Memory Updates.mp4	43.2 MB
11. Step 9 Deep Q-Learning to DCQN - Experience Replay & Memory Updates.vtt	16.5 KB
12. Step 10 Implementing DCQN Agent - Deep Q-Learning Adaptation & Methods.mp4	34.8 MB
12. Step 10 Implementing DCQN Agent - Deep Q-Learning Adaptation & Methods.vtt	12.9 KB
13. Step 11 Optimizing DQN Training on V100 GPU - Setup to Solved Environment.mp4	114.8 MB
13. Step 11 Optimizing DQN Training on V100 GPU - Setup to Solved Environment.vtt	21.6 KB
14. Step 12 Visualizing Deep Q-Learning - Watch AI Play Pac-Man Like a Human.mp4	13.6 MB
14. Step 12 Visualizing Deep Q-Learning - Watch AI Play Pac-Man Like a Human.vtt	7.1 KB
14. Video-of-AI-playing-Pac-Man-like-a-human.txt	0.0 KB
15. Step 13 Deep Q-Learning - Optimizing Neural Networks with GPT-4.mp4	19.0 MB
15. Step 13 Deep Q-Learning - Optimizing Neural Networks with GPT-4.vtt	9.1 KB
2. Deep-Convolutional-Q-Learning.txt	0.0 KB
2. Get the Codes here.html	0.4 KB
3. Deep Q-Learning Setting Up Pac-Man in OpenAI Gym - Step 1.mp4	28.7 MB
3. Deep Q-Learning Setting Up Pac-Man in OpenAI Gym - Step 1.vtt	7.7 KB
4. Step 2 - Implementing DCQN Architecture in Python Setup & Neural Network Design.mp4	50.1 MB
4. Step 2 - Implementing DCQN Architecture in Python Setup & Neural Network Design.vtt	8.8 KB
5. Step 3 Building CNNs - Creating AI's Visual Processing System.mp4	36.4 MB
5. Step 3 Building CNNs - Creating AI's Visual Processing System.vtt	18.9 KB
6. CNN Architecture Adding Fully Connected Layers After Convolutional Layers.mp4	16.3 MB
6. CNN Architecture Adding Fully Connected Layers After Convolutional Layers.vtt	7.6 KB
7. Step 5 Deep Q-Learning - Building AI's Visual Processing System.mp4	21.0 MB
7. Step 5 Deep Q-Learning - Building AI's Visual Processing System.vtt	12.3 KB
8. Step 6 Configuring Miss Pacman for Deep Q-Learning Training.mp4	32.4 MB
8. Step 6 Configuring Miss Pacman for Deep Q-Learning Training.vtt	6.5 KB
9. Step 7 Deep Q-Learning Hyperparameters - Learning Rate & Batch Size Setup.mp4	4.9 MB
9. Step 7 Deep Q-Learning Hyperparameters - Learning Rate & Batch Size Setup.vtt	3.6 KB
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/12. ---------- Part 3 - A3C ----------/
1. Welcome to Part 3 - A3C.html	0.5 KB
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/13. A3C Intuition/
1. Deep Learning Fundamentals Neural Networks & Activation Functions Explained.mp4	5.2 MB
1. Deep Learning Fundamentals Neural Networks & Activation Functions Explained.vtt	5.7 KB
2. A3C Algorithm Tutorial Understanding Asynchronous Advantage Actor-Critic in AI.mp4	54.4 MB
2. A3C Algorithm Tutorial Understanding Asynchronous Advantage Actor-Critic in AI.vtt	7.2 KB
3. Actor-Critic Algorithm From Deep Q-Learning to A3C Implementation.mp4	22.3 MB
3. Actor-Critic Algorithm From Deep Q-Learning to A3C Implementation.vtt	11.2 KB
4. Asynchronous Learning in A3C Shared Critics and Neural Networks Explained.mp4	36.7 MB
4. Asynchronous Learning in A3C Shared Critics and Neural Networks Explained.vtt	20.0 KB
5. How Does Advantage Work in Actor-Critic Methods A3C Algorithm Explained.mp4	38.9 MB
5. How Does Advantage Work in Actor-Critic Methods A3C Algorithm Explained.vtt	25.0 KB
6. LSTM in A3C Algorithm How Memory Enhances Reinforcement Learning Performance.mp4	38.3 MB
6. LSTM in A3C Algorithm How Memory Enhances Reinforcement Learning Performance.vtt	25.8 KB
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/14. A3C Implementation/
1. A3C Reinforcement Learning Tutorial Building AI for Kung Fu Master Environment.mp4	10.9 MB
1. A3C Reinforcement Learning Tutorial Building AI for Kung Fu Master Environment.vtt	2.4 KB
10. Step 8 Coding A3C Step Method in PyTorch - Complete Implementation Guide.mp4	80.7 MB
10. Step 8 Coding A3C Step Method in PyTorch - Complete Implementation Guide.vtt	29.2 KB
11. Step 9 - How to Initialize an A3C Agent in Python Creating the Agent Instance.mp4	12.3 MB
11. Step 9 - How to Initialize an A3C Agent in Python Creating the Agent Instance.vtt	3.2 KB
12. Implementing A3C Agent Evaluation in Python Deep RL Tutorial Step 10.mp4	35.5 MB
12. Implementing A3C Agent Evaluation in Python Deep RL Tutorial Step 10.vtt	16.7 KB
13. Step 11 EnvBatch Class for A3C Multi-Environment Training in Python.mp4	35.5 MB
13. Step 11 EnvBatch Class for A3C Multi-Environment Training in Python.vtt	12.7 KB
14. Step 12 Multi-Environment A3C - EnvBatch Class Implementation Tutorial.mp4	37.5 MB
14. Step 12 Multi-Environment A3C - EnvBatch Class Implementation Tutorial.vtt	17.8 KB
15. Step 13 A3C Training - Multi-Environment Batch Setup Implementation.mp4	20.2 MB
15. Step 13 A3C Training - Multi-Environment Batch Setup Implementation.vtt	6.2 KB
16. Step 14 A3C Training Loop with Progress Bar for Kung Fu AI Model.mp4	119.8 MB
16. Step 14 A3C Training Loop with Progress Bar for Kung Fu AI Model.vtt	32.2 KB
16. Video-of-Kung-Fu-AI-Model.txt	0.0 KB
17. ChatGPT A3C Model PyTorch for KungFuMaster AI Optimization (Step 15).mp4	86.6 MB
17. ChatGPT A3C Model PyTorch for KungFuMaster AI Optimization (Step 15).vtt	22.7 KB
2. A3C-Reinforcement-Learning.txt	0.0 KB
2. Get the Codes here.html	0.4 KB
3. A3C Deep RL Setting Up Kung Fu Master Environment in Atari.mp4	33.1 MB
3. A3C Deep RL Setting Up Kung Fu Master Environment in Atari.vtt	11.3 KB
4. A3C Algorithm Implementation Neural Network & Environment Setup.mp4	44.6 MB
4. A3C Algorithm Implementation Neural Network & Environment Setup.vtt	11.2 KB
5. Step 3 - A3C Deep Reinforcement Learning Network Class & Architecture Design.mp4	61.3 MB
5. Step 3 - A3C Deep Reinforcement Learning Network Class & Architecture Design.vtt	19.7 KB
6. A3C Algorithm Building Action & State Value Outputs - Step 4.mp4	33.1 MB
6. A3C Algorithm Building Action & State Value Outputs - Step 4.vtt	14.1 KB
7. A3C Algorithm PreprocessAtari Class & Hyperparameter Tuning Setup.mp4	21.5 MB
7. A3C Algorithm PreprocessAtari Class & Hyperparameter Tuning Setup.vtt	9.8 KB
8. Step 6 A3C Agent Class Init Method for Deep Reinforcement Learning.mp4	35.8 MB
8. Step 6 A3C Agent Class Init Method for Deep Reinforcement Learning.vtt	12.0 KB
9. A3C Agent Converting States to Actions with PyTorch Neural Networks.mp4	61.4 MB
9. A3C Agent Converting States to Actions with PyTorch Neural Networks.vtt	18.8 KB
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/15. ---------- Part 4 - PPO and SAC ----------/
1. AWS DeepRacer Training Autonomous Vehicles with PPO and SAC Algorithms.mp4	13.4 MB
1. AWS DeepRacer Training Autonomous Vehicles with PPO and SAC Algorithms.vtt	2.7 KB
2. Build and Train the PPO and SAC models for a Self-Driving Car! Theory included.html	2.2 KB
2. PPO-and-SAC-Models.txt	0.0 KB
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/16. ---------- Part 5 - Intro to Large Language Models (LLMs) ----------/
1. Welcome to Part 5 - Intro to Large Language Models (LLMs).html	0.7 KB
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/17. LLMs Intuition/
1. Introduction to Large Language Models (LLMs) Transformers Explained.mp4	28.7 MB
1. Introduction to Large Language Models (LLMs) Transformers Explained.vtt	2.9 KB
2. Building Large Language Models Essential Ingredients for LLM Development.mp4	14.8 MB
2. Building Large Language Models Essential Ingredients for LLM Development.vtt	4.7 KB
3. How Were Large Language Models Invented Origins of Transformer AI.mp4	7.1 MB
3. How Were Large Language Models Invented Origins of Transformer AI.vtt	2.1 KB
4. Understanding Next Word Prediction How LLMs Process Text One Word at a Time.mp4	11.6 MB
4. Understanding Next Word Prediction How LLMs Process Text One Word at a Time.vtt	4.6 KB
5. How Do Large Language Models Work A Deep Dive into LLM Architecture.mp4	19.3 MB
5. How Do Large Language Models Work A Deep Dive into LLM Architecture.vtt	7.8 KB
6. What Are LLM Parameters Understanding Large Language Model Size Explained.mp4	10.8 MB
6. What Are LLM Parameters Understanding Large Language Model Size Explained.vtt	3.3 KB
7. Context Windows Explained How LLMs Remember Conversation History.mp4	6.4 MB
7. Context Windows Explained How LLMs Remember Conversation History.vtt	3.3 KB
8. Fine-Tuning Large Language Models Real-World Applications and Use Cases.mp4	24.2 MB
8. Fine-Tuning Large Language Models Real-World Applications and Use Cases.vtt	4.6 KB
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/18. LLMs Implementation/
1. Fine-Tuning LLMs for Medical Chatbots A Practical Guide with Hugging Face.mp4	13.5 MB
1. Fine-Tuning LLMs for Medical Chatbots A Practical Guide with Hugging Face.vtt	3.0 KB
10. Build a RAG-powered Generative AI application with Knowledge Bases, from scratch.html	1.6 KB
2. Extra-part-LLMs.txt	0.0 KB
2. Get the Codes here.html	2.5 KB
3. Installing & Importing Key Libraries for Fine-Tuning Llama 2 Models.mp4	102.6 MB
3. Installing & Importing Key Libraries for Fine-Tuning Llama 2 Models.vtt	16.3 KB
4. Loading LLaMA 2 Model Hugging Face Transformers & 4-bit Precision.mp4	104.7 MB
4. Loading LLaMA 2 Model Hugging Face Transformers & 4-bit Precision.vtt	19.9 KB
5. Loading & Configuring HuggingFace Tokenizer for LLaMA 2 Implementation.mp4	45.4 MB
5. Loading & Configuring HuggingFace Tokenizer for LLaMA 2 Implementation.vtt	12.9 KB
6. Step 4 - Setting Training Arguments for LLM Fine-Tuning in Transformers Library.mp4	24.5 MB
6. Step 4 - Setting Training Arguments for LLM Fine-Tuning in Transformers Library.vtt	8.6 KB
7. Step 5 - Implementing SFTTrainer Memory-Efficient LLM Training with PEFT & LoRA.mp4	125.4 MB
7. Step 5 - Implementing SFTTrainer Memory-Efficient LLM Training with PEFT & LoRA.vtt	22.1 KB
8. Step 6 LoRA & Quantization for Efficient LLM Training in Medical Terms.mp4	40.2 MB
8. Step 6 LoRA & Quantization for Efficient LLM Training in Medical Terms.vtt	10.2 KB
9. Step 7 Chatting with Your Fine-Tuned Medical LLM via Text Generation.mp4	83.8 MB
9. Step 7 Chatting with Your Fine-Tuned Medical LLM via Text Generation.vtt	17.3 KB
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/19. THANK YOU/
1. THANK YOU Video.mp4	56.5 MB
1. THANK YOU Video.vtt	2.7 KB
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/20. Annex 1 Artificial Neural Networks/
1. What is Deep Learning A Beginner's Guide to Artificial Neural Networks.mp4	107.9 MB
1. What is Deep Learning A Beginner's Guide to Artificial Neural Networks.vtt	20.1 KB
2. Deep Learning Fundamentals Neural Networks & Activation Functions Explained.mp4	5.0 MB
2. Deep Learning Fundamentals Neural Networks & Activation Functions Explained.vtt	4.4 KB
3. How Do Artificial Neurons Work A Complete Guide to Neural Network Basics.mp4	45.8 MB
3. How Do Artificial Neurons Work A Complete Guide to Neural Network Basics.vtt	26.8 KB
4. Neural Network Activation Functions ReLU, Sigmoid, Tanh & Threshold Explained.mp4	18.1 MB
4. Neural Network Activation Functions ReLU, Sigmoid, Tanh & Threshold Explained.vtt	13.1 KB
5. How Do Neural Networks Work A Step-by-Step Property Valuation Example.mp4	36.9 MB
5. How Do Neural Networks Work A Step-by-Step Property Valuation Example.vtt	20.4 KB
6. How Do Neural Networks Learn Understanding Backpropagation & Cost Functions.mp4	45.4 MB
6. How Do Neural Networks Learn Understanding Backpropagation & Cost Functions.vtt	20.8 KB
7. Understanding Gradient Descent Optimize Neural Network Weights Efficiently.mp4	26.9 MB
7. Understanding Gradient Descent Optimize Neural Network Weights Efficiently.vtt	14.8 KB
8. Stochastic Gradient Descent vs Batch Gradient Descent What's the Difference.mp4	22.7 MB
8. Stochastic Gradient Descent vs Batch Gradient Descent What's the Difference.vtt	13.5 KB
9. Backpropagation in Neural Networks Step-by-Step Training Guide.mp4	14.7 MB
9. Backpropagation in Neural Networks Step-by-Step Training Guide.vtt	7.8 KB
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/21. Annex 2 Convolutional Neural Networks/
1. Deep Learning Fundamentals Neural Networks & Activation Functions Explained.mp4	6.5 MB
1. Deep Learning Fundamentals Neural Networks & Activation Functions Explained.vtt	5.7 KB
2. CNN vs Human Vision How Convolutional Neural Networks Process Images.mp4	74.5 MB
2. CNN vs Human Vision How Convolutional Neural Networks Process Images.vtt	23.5 KB
3. CNN Convolution Feature Detection & Feature Maps in Deep Learning.mp4	68.8 MB
3. CNN Convolution Feature Detection & Feature Maps in Deep Learning.vtt	24.9 KB
4. ReLU in CNN Understanding Non-Linearity for Deep Learning.mp4	21.6 MB
4. ReLU in CNN Understanding Non-Linearity for Deep Learning.vtt	9.8 KB
5. Step 2 - Max Pooling in CNN How to Reduce Feature Maps & Prevent Overfitting.mp4	91.7 MB
5. Step 2 - Max Pooling in CNN How to Reduce Feature Maps & Prevent Overfitting.vtt	23.2 KB
6. Step 3 - CNN Feature Map Flattening From Pooling Layer to Neural Network Input.mp4	3.3 MB
6. Step 3 - CNN Feature Map Flattening From Pooling Layer to Neural Network Input.vtt	2.9 KB
7. Step 4 CNN Classification - How FC Layers Process Features.mp4	61.4 MB
7. Step 4 CNN Classification - How FC Layers Process Features.vtt	31.1 KB
8. CNN Architecture Explained Feature Detection to Neural Network Classification.mp4	11.3 MB
8. CNN Architecture Explained Feature Detection to Neural Network Classification.vtt	6.5 KB
9. Understanding Softmax and Cross-Entropy Loss Functions in Neural Networks.mp4	54.0 MB
9. Understanding Softmax and Cross-Entropy Loss Functions in Neural Networks.vtt	26.3 KB
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2. 2025-01-10_09-20-17-ac766710651c6ae3718f7bc4dccb07f8.png	190.3 KB
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