| 01 Welcome to the course/001 Why AI-en.srt |
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| 01 Welcome to the course/001 Why AI-es.srt |
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| 01 Welcome to the course/001 Why AI-it.srt |
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| 01 Welcome to the course/001 Why AI-ja.srt |
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| 01 Welcome to the course/001 Why AI-pt.srt |
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| 01 Welcome to the course/001 Why AI-tr.srt |
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| 01 Welcome to the course/001 Why AI.mp4 |
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| 01 Welcome to the course/002 Introduction-en.srt |
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| 01 Welcome to the course/002 Introduction-es.srt |
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| 01 Welcome to the course/002 Introduction-it.srt |
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| 01 Welcome to the course/002 Introduction-ja.srt |
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| 01 Welcome to the course/002 Introduction-pt.srt |
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| 01 Welcome to the course/002 Introduction-tr.srt |
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| 01 Welcome to the course/002 Introduction.mp4 |
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| 01 Welcome to the course/003 Where to get the Materials.html |
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| 01 Welcome to the course/004 Some Additional Resources.html |
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| 02 --Part 0 - Fundamentals Of Reinforcement Learning--/005 Welcome to Part 0 - Fundamentals of Reinforcement Learning.html |
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| 03 Q-Learning Intuition/006 Plan of Attack-en.srt |
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| 03 Q-Learning Intuition/006 Plan of Attack-es.srt |
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| 03 Q-Learning Intuition/006 Plan of Attack-it.srt |
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| 03 Q-Learning Intuition/006 Plan of Attack-pt.srt |
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| 03 Q-Learning Intuition/006 Plan of Attack-tr.srt |
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| 03 Q-Learning Intuition/006 Plan of Attack.mp4 |
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| 03 Q-Learning Intuition/007 What is reinforcement learning-en.srt |
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| 03 Q-Learning Intuition/007 What is reinforcement learning-es.srt |
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| 03 Q-Learning Intuition/007 What is reinforcement learning-it.srt |
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| 03 Q-Learning Intuition/007 What is reinforcement learning-ja.srt |
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| 03 Q-Learning Intuition/007 What is reinforcement learning-pt.srt |
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| 03 Q-Learning Intuition/007 What is reinforcement learning-tr.srt |
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| 03 Q-Learning Intuition/007 What is reinforcement learning.mp4 |
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| 03 Q-Learning Intuition/008 The Bellman Equation-en.srt |
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| 03 Q-Learning Intuition/008 The Bellman Equation-es.srt |
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| 03 Q-Learning Intuition/008 The Bellman Equation-it.srt |
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| 03 Q-Learning Intuition/008 The Bellman Equation-ja.srt |
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| 03 Q-Learning Intuition/008 The Bellman Equation-pt.srt |
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| 03 Q-Learning Intuition/008 The Bellman Equation-tr.srt |
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| 03 Q-Learning Intuition/008 The Bellman Equation.mp4 |
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| 03 Q-Learning Intuition/009 The Plan-en.srt |
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| 03 Q-Learning Intuition/009 The Plan-es.srt |
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| 03 Q-Learning Intuition/009 The Plan-it.srt |
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| 03 Q-Learning Intuition/009 The Plan-ja.srt |
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| 03 Q-Learning Intuition/009 The Plan-pt.srt |
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| 03 Q-Learning Intuition/009 The Plan-tr.srt |
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| 03 Q-Learning Intuition/009 The Plan.mp4 |
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| 03 Q-Learning Intuition/010 Markov Decision Process-en.srt |
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| 03 Q-Learning Intuition/010 Markov Decision Process-es.srt |
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| 03 Q-Learning Intuition/010 Markov Decision Process-it.srt |
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| 03 Q-Learning Intuition/010 Markov Decision Process-pt.srt |
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| 03 Q-Learning Intuition/010 Markov Decision Process-tr.srt |
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| 03 Q-Learning Intuition/010 Markov Decision Process.mp4 |
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| 03 Q-Learning Intuition/011 Policy vs Plan-en.srt |
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| 03 Q-Learning Intuition/011 Policy vs Plan-es.srt |
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| 03 Q-Learning Intuition/011 Policy vs Plan-tr.srt |
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| 03 Q-Learning Intuition/011 Policy vs Plan.mp4 |
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| 03 Q-Learning Intuition/012 Adding a Living Penalty-en.srt |
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| 03 Q-Learning Intuition/012 Adding a Living Penalty-es.srt |
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| 03 Q-Learning Intuition/012 Adding a Living Penalty-it.srt |
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| 03 Q-Learning Intuition/012 Adding a Living Penalty-pt.srt |
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| 03 Q-Learning Intuition/012 Adding a Living Penalty-tr.srt |
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| 03 Q-Learning Intuition/012 Adding a Living Penalty.mp4 |
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| 03 Q-Learning Intuition/013 Q-Learning Intuition-en.srt |
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| 03 Q-Learning Intuition/013 Q-Learning Intuition-es.srt |
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| 03 Q-Learning Intuition/013 Q-Learning Intuition-pt.srt |
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| 03 Q-Learning Intuition/013 Q-Learning Intuition-tr.srt |
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| 03 Q-Learning Intuition/013 Q-Learning Intuition.mp4 |
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| 03 Q-Learning Intuition/014 Temporal Difference-en.srt |
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| 03 Q-Learning Intuition/014 Temporal Difference-es.srt |
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| 03 Q-Learning Intuition/014 Temporal Difference-it.srt |
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| 03 Q-Learning Intuition/014 Temporal Difference-tr.srt |
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| 03 Q-Learning Intuition/014 Temporal Difference.mp4 |
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| 03 Q-Learning Intuition/015 Q-Learning Visualization-en.srt |
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| 03 Q-Learning Intuition/015 Q-Learning Visualization-es.srt |
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| 03 Q-Learning Intuition/015 Q-Learning Visualization-it.srt |
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| 03 Q-Learning Intuition/015 Q-Learning Visualization-tr.srt |
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| 03 Q-Learning Intuition/015 Q-Learning Visualization.mp4 |
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| 04 --Part 1 - Self-Driving Car (Deep Q-Learning)--/016 Welcome to Part 1 - Self-Driving Car (Deep Q-Learning).html |
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| 05 Deep Q-Learning Intuition/017 Plan of Attack-en.srt |
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| 05 Deep Q-Learning Intuition/017 Plan of Attack-es.srt |
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| 05 Deep Q-Learning Intuition/017 Plan of Attack-it.srt |
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| 05 Deep Q-Learning Intuition/017 Plan of Attack-ja.srt |
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| 05 Deep Q-Learning Intuition/017 Plan of Attack-pt.srt |
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| 05 Deep Q-Learning Intuition/017 Plan of Attack-tr.srt |
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| 05 Deep Q-Learning Intuition/017 Plan of Attack.mp4 |
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| 05 Deep Q-Learning Intuition/018 Deep Q-Learning Intuition - Learning-en.srt |
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| 05 Deep Q-Learning Intuition/018 Deep Q-Learning Intuition - Learning-es.srt |
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| 05 Deep Q-Learning Intuition/018 Deep Q-Learning Intuition - Learning-it.srt |
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| 05 Deep Q-Learning Intuition/018 Deep Q-Learning Intuition - Learning-ja.srt |
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| 05 Deep Q-Learning Intuition/018 Deep Q-Learning Intuition - Learning-pt.srt |
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| 05 Deep Q-Learning Intuition/018 Deep Q-Learning Intuition - Learning-tr.srt |
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| 05 Deep Q-Learning Intuition/018 Deep Q-Learning Intuition - Learning.mp4 |
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| 05 Deep Q-Learning Intuition/019 Deep Q-Learning Intuition - Acting-en.srt |
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| 05 Deep Q-Learning Intuition/019 Deep Q-Learning Intuition - Acting-es.srt |
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| 05 Deep Q-Learning Intuition/019 Deep Q-Learning Intuition - Acting-it.srt |
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| 05 Deep Q-Learning Intuition/019 Deep Q-Learning Intuition - Acting-ja.srt |
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| 05 Deep Q-Learning Intuition/019 Deep Q-Learning Intuition - Acting-pt.srt |
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| 05 Deep Q-Learning Intuition/019 Deep Q-Learning Intuition - Acting-tr.srt |
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| 05 Deep Q-Learning Intuition/019 Deep Q-Learning Intuition - Acting.mp4 |
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| 05 Deep Q-Learning Intuition/020 Experience Replay-en.srt |
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| 05 Deep Q-Learning Intuition/020 Experience Replay-es.srt |
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| 05 Deep Q-Learning Intuition/020 Experience Replay-it.srt |
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| 05 Deep Q-Learning Intuition/020 Experience Replay-pt.srt |
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| 05 Deep Q-Learning Intuition/020 Experience Replay-tr.srt |
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| 05 Deep Q-Learning Intuition/020 Experience Replay.mp4 |
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| 05 Deep Q-Learning Intuition/021 Action Selection Policies-en.srt |
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| 05 Deep Q-Learning Intuition/021 Action Selection Policies-es.srt |
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| 05 Deep Q-Learning Intuition/021 Action Selection Policies-tr.srt |
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| 05 Deep Q-Learning Intuition/021 Action Selection Policies.mp4 |
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| 06 Installation for Part 1/022 Plan of Attack (Practical Tutorials).html |
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| 06 Installation for Part 1/023 Where to get the Materials.html |
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| 06 Installation for Part 1/024 Windows Option 1 End-to-End installation steps.html |
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| 06 Installation for Part 1/025 Windows Option 2 - Part A Installing Ubuntu on Windows-en.srt |
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| 06 Installation for Part 1/025 Windows Option 2 - Part A Installing Ubuntu on Windows-es.srt |
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| 06 Installation for Part 1/025 Windows Option 2 - Part A Installing Ubuntu on Windows-it.srt |
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| 06 Installation for Part 1/025 Windows Option 2 - Part A Installing Ubuntu on Windows-ja.srt |
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| 06 Installation for Part 1/025 Windows Option 2 - Part A Installing Ubuntu on Windows-pt.srt |
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| 06 Installation for Part 1/025 Windows Option 2 - Part A Installing Ubuntu on Windows-tr.srt |
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| 06 Installation for Part 1/025 Windows Option 2 - Part A Installing Ubuntu on Windows.mp4 |
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| 06 Installation for Part 1/026 Windows Option 2 - Part B Installing PyTorch and Kivy on your Ubuntu VM.html |
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| 06 Installation for Part 1/027 Mac or Linux Installing Anaconda-en.srt |
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| 06 Installation for Part 1/027 Mac or Linux Installing Anaconda-es.srt |
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| 06 Installation for Part 1/027 Mac or Linux Installing Anaconda-it.srt |
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| 06 Installation for Part 1/027 Mac or Linux Installing Anaconda-ja.srt |
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| 06 Installation for Part 1/027 Mac or Linux Installing Anaconda-tr.srt |
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| 06 Installation for Part 1/027 Mac or Linux Installing Anaconda.mp4 |
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| 06 Installation for Part 1/028 Installing-PyTorch-on-Windows.txt |
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| 06 Installation for Part 1/028 Mac or Linux Installing PyTorch and Kivy-en.srt |
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| 06 Installation for Part 1/028 Mac or Linux Installing PyTorch and Kivy-es.srt |
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| 06 Installation for Part 1/028 Mac or Linux Installing PyTorch and Kivy-it.srt |
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| 06 Installation for Part 1/028 Mac or Linux Installing PyTorch and Kivy-ja.srt |
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| 06 Installation for Part 1/028 Mac or Linux Installing PyTorch and Kivy-pt.srt |
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| 06 Installation for Part 1/028 Mac or Linux Installing PyTorch and Kivy-tr.srt |
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| 06 Installation for Part 1/028 Mac or Linux Installing PyTorch and Kivy.mp4 |
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| 06 Installation for Part 1/029 AI-Updated-Debug-Tips.pdf |
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| 06 Installation for Part 1/029 Common Debug Tips.html |
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| 06 Installation for Part 1/030 Getting Started-en.srt |
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| 06 Installation for Part 1/030 Getting Started.mp4 |
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| 07 Creating the environment/031 Self Driving Car - Step 1-en.srt |
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| 07 Creating the environment/031 Self Driving Car - Step 1-es.srt |
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| 07 Creating the environment/031 Self Driving Car - Step 1-it.srt |
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| 07 Creating the environment/031 Self Driving Car - Step 1.mp4 |
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| 07 Creating the environment/032 Self Driving Car - Step 2-en.srt |
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| 07 Creating the environment/032 Self Driving Car - Step 2.mp4 |
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| 08 Building an AI/033 Self Driving Car - Step 3-en.srt |
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| 08 Building an AI/033 Self Driving Car - Step 3-es.srt |
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| 08 Building an AI/033 Self Driving Car - Step 3.mp4 |
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| 08 Building an AI/034 Self Driving Car - Step 4-en.srt |
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| 08 Building an AI/034 Self Driving Car - Step 4.mp4 |
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| 08 Building an AI/035 Self Driving Car - Step 5-en.srt |
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| 08 Building an AI/035 Self Driving Car - Step 5.mp4 |
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| 08 Building an AI/036 Self Driving Car - Step 6-en.srt |
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| 08 Building an AI/036 Self Driving Car - Step 6.mp4 |
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| 08 Building an AI/037 Self Driving Car - Step 7-en.srt |
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| 08 Building an AI/037 Self Driving Car - Step 7.mp4 |
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| 08 Building an AI/038 Self Driving Car - Step 8-en.srt |
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| 08 Building an AI/040 Self Driving Car - Step 10-en.srt |
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| 08 Building an AI/041 Self Driving Car - Step 11-en.srt |
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| 08 Building an AI/043 Self Driving Car - Step 13-en.srt |
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| 08 Building an AI/045 Self Driving Car - Step 15-en.srt |
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| 08 Building an AI/046 Self Driving Car - Step 16-en.srt |
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| 09 Playing with the AI/047 Self Driving Car - Level 1-en.srt |
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| 10 --Part 2 - Doom (Deep Convolutional Q-Learning)--/052 Welcome to Part 2 - Doom (Deep Convolutional Q-Learning).html |
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| 12 Installation for Part 2/056 Where to get the Materials.html |
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| 12 Installation for Part 2/057 Installing Open AI Gym and ppaquette.html |
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| 12 Installation for Part 2/058 Common-Debug-Solutions-Doom.pdf |
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| 12 Installation for Part 2/058 OpenAI-Gym-Debug-Tips.pdf |
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| 12 Installation for Part 2/059 Common-Debug-Solutions-Doom.pdf |
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| 12 Installation for Part 2/059 Installing Open AI Gym Walk Through (Ubuntu Version)-en.srt |
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| 12 Installation for Part 2/059 OpenAI-Gym-Debug-Tips.pdf |
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| 15 --Part 3 - Breakout (A3C--/079 Welcome to Part 3 - Breakout (A3C).html |
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| 17 Installation for Part 3/086 Installing OpenCV.html |
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15.54kB |
| 18 Building an AI/094 Breakout - Step 8.mp4 |
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| 18 Building an AI/095 Breakout - Step 9-en.srt |
15.97kB |
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| 18 Building an AI/095 Breakout - Step 9.mp4 |
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9.98kB |
| 18 Building an AI/096 Breakout - Step 10.mp4 |
19.13MB |
| 18 Building an AI/097 Breakout - Step 11-en.srt |
7.19kB |
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7.43kB |
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| 18 Building an AI/098 Breakout - Step 12-en.srt |
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| 18 Building an AI/098 Breakout - Step 12.mp4 |
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11.43kB |
| 18 Building an AI/099 Breakout - Step 13.mp4 |
20.27MB |
| 18 Building an AI/100 Breakout - Step 14-en.srt |
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| 18 Building an AI/100 Breakout - Step 14-es.srt |
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| 18 Building an AI/100 Breakout - Step 14-pt.srt |
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| 18 Building an AI/100 Breakout - Step 14.mp4 |
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| 18 Building an AI/101 Breakout - Step 15-en.srt |
14.71kB |
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14.97kB |
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13.76kB |
| 18 Building an AI/101 Breakout - Step 15.mp4 |
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| 19 Annex 1 Artificial Neural Networks/102 What is Deep Learning-en.srt |
19.25kB |
| 19 Annex 1 Artificial Neural Networks/102 What is Deep Learning-es.srt |
19.55kB |
| 19 Annex 1 Artificial Neural Networks/102 What is Deep Learning-it.srt |
19.50kB |
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5.01kB |
| 19 Annex 1 Artificial Neural Networks/102 What is Deep Learning-pt.srt |
19.24kB |
| 19 Annex 1 Artificial Neural Networks/102 What is Deep Learning-tr.srt |
17.61kB |
| 19 Annex 1 Artificial Neural Networks/102 What is Deep Learning.mp4 |
29.73MB |
| 19 Annex 1 Artificial Neural Networks/103 Plan of Attack-en.srt |
4.24kB |
| 19 Annex 1 Artificial Neural Networks/103 Plan of Attack-es.srt |
4.25kB |
| 19 Annex 1 Artificial Neural Networks/103 Plan of Attack-it.srt |
4.18kB |
| 19 Annex 1 Artificial Neural Networks/103 Plan of Attack-ja.srt |
0.78kB |
| 19 Annex 1 Artificial Neural Networks/103 Plan of Attack-pt.srt |
4.11kB |
| 19 Annex 1 Artificial Neural Networks/103 Plan of Attack-tr.srt |
3.72kB |
| 19 Annex 1 Artificial Neural Networks/103 Plan of Attack.mp4 |
4.94MB |
| 19 Annex 1 Artificial Neural Networks/104 The Neuron-en.srt |
26.49kB |
| 19 Annex 1 Artificial Neural Networks/104 The Neuron-es.srt |
26.42kB |
| 19 Annex 1 Artificial Neural Networks/104 The Neuron-it.srt |
26.55kB |
| 19 Annex 1 Artificial Neural Networks/104 The Neuron-ja.srt |
5.69kB |
| 19 Annex 1 Artificial Neural Networks/104 The Neuron-pt.srt |
26.09kB |
| 19 Annex 1 Artificial Neural Networks/104 The Neuron-tr.srt |
23.25kB |
| 19 Annex 1 Artificial Neural Networks/104 The Neuron.mp4 |
30.19MB |
| 19 Annex 1 Artificial Neural Networks/105 The Activation Function-en.srt |
12.78kB |
| 19 Annex 1 Artificial Neural Networks/105 The Activation Function-es.srt |
12.65kB |
| 19 Annex 1 Artificial Neural Networks/105 The Activation Function-it.srt |
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| 19 Annex 1 Artificial Neural Networks/105 The Activation Function-ja.srt |
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| 19 Annex 1 Artificial Neural Networks/105 The Activation Function-pt.srt |
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| 19 Annex 1 Artificial Neural Networks/105 The Activation Function-tr.srt |
11.48kB |
| 19 Annex 1 Artificial Neural Networks/105 The Activation Function.mp4 |
15.25MB |
| 19 Annex 1 Artificial Neural Networks/106 How do Neural Networks work-en.srt |
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| 19 Annex 1 Artificial Neural Networks/106 How do Neural Networks work-es.srt |
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| 19 Annex 1 Artificial Neural Networks/106 How do Neural Networks work-it.srt |
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| 19 Annex 1 Artificial Neural Networks/106 How do Neural Networks work-ja.srt |
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| 19 Annex 1 Artificial Neural Networks/106 How do Neural Networks work-pt.srt |
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17.88kB |
| 19 Annex 1 Artificial Neural Networks/106 How do Neural Networks work.mp4 |
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| 19 Annex 1 Artificial Neural Networks/107 How do Neural Networks learn-en.srt |
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| 19 Annex 1 Artificial Neural Networks/107 How do Neural Networks learn-es.srt |
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| 19 Annex 1 Artificial Neural Networks/107 How do Neural Networks learn-it.srt |
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| 19 Annex 1 Artificial Neural Networks/107 How do Neural Networks learn-pt.srt |
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| 19 Annex 1 Artificial Neural Networks/107 How do Neural Networks learn-tr.srt |
18.13kB |
| 19 Annex 1 Artificial Neural Networks/107 How do Neural Networks learn.mp4 |
26.73MB |
| 19 Annex 1 Artificial Neural Networks/108 Gradient Descent-en.srt |
14.91kB |
| 19 Annex 1 Artificial Neural Networks/108 Gradient Descent-es.srt |
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| 19 Annex 1 Artificial Neural Networks/108 Gradient Descent-it.srt |
15.02kB |
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| 19 Annex 1 Artificial Neural Networks/108 Gradient Descent.mp4 |
18.98MB |
| 19 Annex 1 Artificial Neural Networks/109 Stochastic Gradient Descent-en.srt |
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| 19 Annex 1 Artificial Neural Networks/109 Stochastic Gradient Descent.mp4 |
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| 19 Annex 1 Artificial Neural Networks/110 Backpropagation-en.srt |
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7.54kB |
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6.70kB |
| 19 Annex 1 Artificial Neural Networks/110 Backpropagation.mp4 |
11.14MB |
| 20 Annex 2 Convolutional Neural Networks/111 Plan of Attack-en.srt |
5.56kB |
| 20 Annex 2 Convolutional Neural Networks/111 Plan of Attack-es.srt |
5.61kB |
| 20 Annex 2 Convolutional Neural Networks/111 Plan of Attack-it.srt |
5.55kB |
| 20 Annex 2 Convolutional Neural Networks/111 Plan of Attack-ja.srt |
1.01kB |
| 20 Annex 2 Convolutional Neural Networks/111 Plan of Attack-pt.srt |
5.50kB |
| 20 Annex 2 Convolutional Neural Networks/111 Plan of Attack-tr.srt |
5.03kB |
| 20 Annex 2 Convolutional Neural Networks/111 Plan of Attack.mp4 |
6.13MB |
| 20 Annex 2 Convolutional Neural Networks/112 What are convolutional neural networks-en.srt |
23.42kB |
| 20 Annex 2 Convolutional Neural Networks/112 What are convolutional neural networks-es.srt |
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| 20 Annex 2 Convolutional Neural Networks/112 What are convolutional neural networks.mp4 |
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| 20 Annex 2 Convolutional Neural Networks/113 Step 1 - Convolution Operation-en.srt |
24.65kB |
| 20 Annex 2 Convolutional Neural Networks/113 Step 1 - Convolution Operation-es.srt |
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| 20 Annex 2 Convolutional Neural Networks/113 Step 1 - Convolution Operation-tr.srt |
22.50kB |
| 20 Annex 2 Convolutional Neural Networks/113 Step 1 - Convolution Operation.mp4 |
31.39MB |
| 20 Annex 2 Convolutional Neural Networks/114 Step 1(b) - ReLU Layer-en.srt |
9.78kB |
| 20 Annex 2 Convolutional Neural Networks/114 Step 1(b) - ReLU Layer-es.srt |
9.91kB |
| 20 Annex 2 Convolutional Neural Networks/114 Step 1(b) - ReLU Layer-it.srt |
9.88kB |
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9.77kB |
| 20 Annex 2 Convolutional Neural Networks/114 Step 1(b) - ReLU Layer-tr.srt |
8.83kB |
| 20 Annex 2 Convolutional Neural Networks/114 Step 1(b) - ReLU Layer.mp4 |
14.10MB |
| 20 Annex 2 Convolutional Neural Networks/115 Step 2 - Pooling-en.srt |
22.35kB |
| 20 Annex 2 Convolutional Neural Networks/115 Step 2 - Pooling-es.srt |
22.74kB |
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5.83kB |
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19.91kB |
| 20 Annex 2 Convolutional Neural Networks/115 Step 2 - Pooling.mp4 |
35.11MB |
| 20 Annex 2 Convolutional Neural Networks/116 Step 3 - Flattening-en.srt |
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| 20 Annex 2 Convolutional Neural Networks/116 Step 3 - Flattening-es.srt |
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2.74kB |
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| 20 Annex 2 Convolutional Neural Networks/116 Step 3 - Flattening.mp4 |
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| 20 Annex 2 Convolutional Neural Networks/117 Step 4 - Full Connection-en.srt |
30.32kB |
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7.03kB |
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| 20 Annex 2 Convolutional Neural Networks/117 Step 4 - Full Connection.mp4 |
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| 20 Annex 2 Convolutional Neural Networks/118 Summary-en.srt |
6.39kB |
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6.70kB |
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5.76kB |
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8.18MB |
| 20 Annex 2 Convolutional Neural Networks/119 Softmax Cross-Entropy-en.srt |
26.83kB |
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26.52kB |
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24.33kB |
| 20 Annex 2 Convolutional Neural Networks/119 Softmax Cross-Entropy.mp4 |
34.18MB |
| 21 Bonus Lectures/120 YOUR SPECIAL BONUS.html |
3.16kB |
| [CourseClub.NET].url |
0.12kB |
| [FCS Forum].url |
0.13kB |
| [FreeCourseSite.com].url |
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