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Udemy - Artificial Intelligence A-Z Learn How To Build An AI [Course Drive]
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Udemy - Artificial Intelligence A-Z Learn How To Build An AI [Course Drive] (Size: 2.42 GB)
| Course Downloaded from coursedrive.net.txt | 428 B | ||
| Udemy - Artificial Intelligence A-Z™ Learn How To Build An AI | |||
| 01 Welcome to the course | |||
| 001 Why AI-en.srt | 8.39 KB | ||
| 001 Why AI-es.srt | 8.55 KB | ||
| 001 Why AI-it.srt | 8.53 KB | ||
| 001 Why AI-ja.srt | 1.83 KB | ||
| 001 Why AI-pt.srt | 8.31 KB | ||
| 001 Why AI-tr.srt | 7.52 KB | ||
| 001 Why AI.mp4 | 12.57 MB | ||
| 002 Introduction-en.srt | 5.64 KB | ||
| 002 Introduction-es.srt | 5.69 KB | ||
| 002 Introduction-it.srt | 5.61 KB | ||
| 002 Introduction-ja.srt | 1.46 KB | ||
| 002 Introduction-pt.srt | 5.48 KB | ||
| 002 Introduction-tr.srt | 5.11 KB | ||
| 002 Introduction.mp4 | 8.79 MB | ||
| 003 Where to get the Materials.html | 1.26 KB | ||
| 004 Some Additional Resources.html | 1.48 KB | ||
| 02 --Part 0 - Fundamentals Of Reinforcement Learning-- | |||
| 005 Welcome to Part 0 - Fundamentals of Reinforcement Learning.html | 2.67 KB | ||
| 03 Q-Learning Intuition | |||
| 006 Plan of Attack-en.srt | 5.8 KB | ||
| 006 Plan of Attack-es.srt | 5.69 KB | ||
| 006 Plan of Attack-it.srt | 5.82 KB | ||
| 006 Plan of Attack-ja.srt | 1.29 KB | ||
| 006 Plan of Attack-pt.srt | 5.58 KB | ||
| 006 Plan of Attack-tr.srt | 5.05 KB | ||
| 006 Plan of Attack.mp4 | 6.8 MB | ||
| 007 What is reinforcement learning-en.srt | 18.76 KB | ||
| 007 What is reinforcement learning-es.srt | 18.8 KB | ||
| 007 What is reinforcement learning-it.srt | 18.72 KB | ||
| 007 What is reinforcement learning-ja.srt | 4 KB | ||
| 007 What is reinforcement learning-pt.srt | 18.5 KB | ||
| 007 What is reinforcement learning-tr.srt | 16.78 KB | ||
| 007 What is reinforcement learning.mp4 | 20.26 MB | ||
| 008 The Bellman Equation-en.srt | 31.2 KB | ||
| 008 The Bellman Equation-es.srt | 31.39 KB | ||
| 008 The Bellman Equation-it.srt | 31.3 KB | ||
| 008 The Bellman Equation-ja.srt | 6.63 KB | ||
| 008 The Bellman Equation-pt.srt | 30.76 KB | ||
| 008 The Bellman Equation-tr.srt | 28.12 KB | ||
| 008 The Bellman Equation.mp4 | 35.51 MB | ||
| 009 The Plan-en.srt | 3.79 KB | ||
| 009 The Plan-es.srt | 3.77 KB | ||
| 009 The Plan-it.srt | 3.73 KB | ||
| 009 The Plan-ja.srt | 703 B | ||
| 009 The Plan-pt.srt | 3.7 KB | ||
| 009 The Plan-tr.srt | 3.36 KB | ||
| 009 The Plan.mp4 | 4.44 MB | ||
| 010 Markov Decision Process-en.srt | 27.69 KB | ||
| 010 Markov Decision Process-es.srt | 27.86 KB | ||
| 010 Markov Decision Process-it.srt | 27.76 KB | ||
| 010 Markov Decision Process-ja.srt | 5.64 KB | ||
| 010 Markov Decision Process-pt.srt | 27.4 KB | ||
| 010 Markov Decision Process-tr.srt | 24.75 KB | ||
| 010 Markov Decision Process.mp4 | 31.52 MB | ||
| 011 Policy vs Plan-en.srt | 22.09 KB | ||
| 011 Policy vs Plan-es.srt | 22.31 KB | ||
| 011 Policy vs Plan-it.srt | 22.21 KB | ||
| 011 Policy vs Plan-ja.srt | 4.31 KB | ||
| 011 Policy vs Plan-pt.srt | 22.04 KB | ||
| 011 Policy vs Plan-tr.srt | 19.76 KB | ||
| 011 Policy vs Plan.mp4 | 25.88 MB | ||
| 012 Adding a Living Penalty-en.srt | 14.57 KB | ||
| 012 Adding a Living Penalty-es.srt | 14.6 KB | ||
| 012 Adding a Living Penalty-it.srt | 14.55 KB | ||
| 012 Adding a Living Penalty-ja.srt | 3.6 KB | ||
| 012 Adding a Living Penalty-pt.srt | 14.43 KB | ||
| 012 Adding a Living Penalty-tr.srt | 12.68 KB | ||
| 012 Adding a Living Penalty.mp4 | 20.04 MB | ||
| 013 Q-Learning Intuition-en.srt | 22.67 KB | ||
| 013 Q-Learning Intuition-es.srt | 22.64 KB | ||
| 013 Q-Learning Intuition-it.srt | 22.49 KB | ||
| 013 Q-Learning Intuition-ja.srt | 6.07 KB | ||
| 013 Q-Learning Intuition-pt.srt | 22.07 KB | ||
| 013 Q-Learning Intuition-tr.srt | 20.33 KB | ||
| 013 Q-Learning Intuition.mp4 | 29.76 MB | ||
| 014 Temporal Difference-en.srt | 29.82 KB | ||
| 014 Temporal Difference-es.srt | 30.01 KB | ||
| 014 Temporal Difference-it.srt | 30.07 KB | ||
| 014 Temporal Difference-ja.srt | 7.12 KB | ||
| 014 Temporal Difference-pt.srt | 29.39 KB | ||
| 014 Temporal Difference-tr.srt | 26.69 KB | ||
| 014 Temporal Difference.mp4 | 38.61 MB | ||
| 015 Q-Learning Visualization-en.srt | 22.17 KB | ||
| 015 Q-Learning Visualization-es.srt | 22.63 KB | ||
| 015 Q-Learning Visualization-it.srt | 22.24 KB | ||
| 015 Q-Learning Visualization-ja.srt | 5.03 KB | ||
| 015 Q-Learning Visualization-pt.srt | 22.35 KB | ||
| 015 Q-Learning Visualization-tr.srt | 20.42 KB | ||
| 015 Q-Learning Visualization.mp4 | 49.53 MB | ||
| 04 --Part 1 - Self-Driving Car (Deep Q-Learning)-- | |||
| 016 Welcome to Part 1 - Self-Driving Car (Deep Q-Learning).html | 2.01 KB | ||
| 05 Deep Q-Learning Intuition | |||
| 017 Plan of Attack-en.srt | 3.71 KB | ||
| 017 Plan of Attack-es.srt | 3.81 KB | ||
| 017 Plan of Attack-it.srt | 3.79 KB | ||
| 017 Plan of Attack-ja.srt | 861 B | ||
| 017 Plan of Attack-pt.srt | 3.74 KB | ||
| 017 Plan of Attack-tr.srt | 3.45 KB | ||
| 017 Plan of Attack.mp4 | 3.73 MB | ||
| 018 Deep Q-Learning Intuition - Learning-en.srt | 23.04 KB | ||
| 018 Deep Q-Learning Intuition - Learning-es.srt | 23.46 KB | ||
| 018 Deep Q-Learning Intuition - Learning-it.srt | 23.58 KB | ||
| 018 Deep Q-Learning Intuition - Learning-ja.srt | 5.83 KB | ||
| 018 Deep Q-Learning Intuition - Learning-pt.srt | 22.89 KB | ||
| 018 Deep Q-Learning Intuition - Learning-tr.srt | 20.18 KB | ||
| 018 Deep Q-Learning Intuition - Learning.mp4 | 30.95 MB | ||
| 019 Deep Q-Learning Intuition - Acting-en.srt | 9.97 KB | ||
| 019 Deep Q-Learning Intuition - Acting-es.srt | 10.26 KB | ||
| 019 Deep Q-Learning Intuition - Acting-it.srt | 10.21 KB | ||
| 019 Deep Q-Learning Intuition - Acting-ja.srt | 1.84 KB | ||
| 019 Deep Q-Learning Intuition - Acting-pt.srt | 10.04 KB | ||
| 019 Deep Q-Learning Intuition - Acting-tr.srt | 8.92 KB | ||
| 019 Deep Q-Learning Intuition - Acting.mp4 | 12.76 MB | ||
| 020 Experience Replay-en.srt | 24.4 KB | ||
| 020 Experience Replay-es.srt | 24.37 KB | ||
| 020 Experience Replay-it.srt | 24.5 KB | ||
| 020 Experience Replay-ja.srt | 5.54 KB | ||
| 020 Experience Replay-pt.srt | 24.1 KB | ||
| 020 Experience Replay-tr.srt | 21.19 KB | ||
| 020 Experience Replay.mp4 | 32.19 MB | ||
| 021 Action Selection Policies-en.srt | 24.76 KB | ||
| 021 Action Selection Policies-es.srt | 25.23 KB | ||
| 021 Action Selection Policies-it.srt | 25.34 KB | ||
| 021 Action Selection Policies-ja.srt | 6.71 KB | ||
| 021 Action Selection Policies-pt.srt | 24.29 KB | ||
| 021 Action Selection Policies-tr.srt | 22.16 KB | ||
| 021 Action Selection Policies.mp4 | 34.89 MB | ||
| 06 Installation for Part 1 | |||
| 022 Plan of Attack (Practical Tutorials).html | 1.77 KB | ||
| 023 Where to get the Materials.html | 1.24 KB | ||
| 024 Windows Option 1 End-to-End installation steps.html | 2.32 KB | ||
| 025 Windows Option 2 - Part A Installing Ubuntu on Windows-en.srt | 18.6 KB | ||
| 025 Windows Option 2 - Part A Installing Ubuntu on Windows-es.srt | 18.91 KB | ||
| 025 Windows Option 2 - Part A Installing Ubuntu on Windows-it.srt | 18.84 KB | ||
| 025 Windows Option 2 - Part A Installing Ubuntu on Windows-ja.srt | 4.36 KB | ||
| 025 Windows Option 2 - Part A Installing Ubuntu on Windows-pt.srt | 18.71 KB | ||
| 025 Windows Option 2 - Part A Installing Ubuntu on Windows-tr.srt | 17.2 KB | ||
| 025 Windows Option 2 - Part A Installing Ubuntu on Windows.mp4 | 55.36 MB | ||
| 026 Windows Option 2 - Part B Installing PyTorch and Kivy on your Ubuntu VM.html | 1.44 KB | ||
| 027 Mac or Linux Installing Anaconda-en.srt | 11.49 KB | ||
| 027 Mac or Linux Installing Anaconda-es.srt | 11.76 KB | ||
| 027 Mac or Linux Installing Anaconda-it.srt | 11.68 KB | ||
| 027 Mac or Linux Installing Anaconda-ja.srt | 2.61 KB | ||
| 027 Mac or Linux Installing Anaconda-pt.srt | 11.66 KB | ||
| 027 Mac or Linux Installing Anaconda-tr.srt | 10.69 KB | ||
| 027 Mac or Linux Installing Anaconda.mp4 | 14.54 MB | ||
| 028 Installing-PyTorch-on-Windows.txt | 77 B | ||
| 028 Mac or Linux Installing PyTorch and Kivy-en.srt | 10.33 KB | ||
| 028 Mac or Linux Installing PyTorch and Kivy-es.srt | 10.53 KB | ||
| 028 Mac or Linux Installing PyTorch and Kivy-it.srt | 10.43 KB | ||
| 028 Mac or Linux Installing PyTorch and Kivy-ja.srt | 2.96 KB | ||
| 028 Mac or Linux Installing PyTorch and Kivy-pt.srt | 10.38 KB | ||
| 028 Mac or Linux Installing PyTorch and Kivy-tr.srt | 9.66 KB | ||
| 028 Mac or Linux Installing PyTorch and Kivy.mp4 | 16.7 MB | ||
| 029 AI-Updated-Debug-Tips.pdf | 77.52 KB | ||
| 029 Common Debug Tips.html | 1.1 KB | ||
| 030 Getting Started-en.srt | 9.27 KB | ||
| 030 Getting Started-es.srt | 9.47 KB | ||
| 030 Getting Started-it.srt | 9.35 KB | ||
| 030 Getting Started-ja.srt | 1.76 KB | ||
| 030 Getting Started-pt.srt | 9.25 KB | ||
| 030 Getting Started-tr.srt | 8.29 KB | ||
| 030 Getting Started.mp4 | 13.76 MB | ||
| 07 Creating the environment | |||
| 031 Self Driving Car - Step 1-en.srt | 13.83 KB | ||
| 031 Self Driving Car - Step 1-es.srt | 14.25 KB | ||
| 031 Self Driving Car - Step 1-it.srt | 14.06 KB | ||
| 031 Self Driving Car - Step 1-ja.srt | 3.04 KB | ||
| 031 Self Driving Car - Step 1-pt.srt | 13.79 KB | ||
| 031 Self Driving Car - Step 1-tr.srt | 12.25 KB | ||
| 031 Self Driving Car - Step 1.mp4 | 22.09 MB | ||
| 032 Self Driving Car - Step 2-en.srt | 24.02 KB | ||
| 032 Self Driving Car - Step 2-es.srt | 24.58 KB | ||
| 032 Self Driving Car - Step 2-it.srt | 24.33 KB | ||
| 032 Self Driving Car - Step 2-ja.srt | 5.64 KB | ||
| 032 Self Driving Car - Step 2-pt.srt | 23.62 KB | ||
| 032 Self Driving Car - Step 2-tr.srt | 21.12 KB | ||
| 032 Self Driving Car - Step 2.mp4 | 44.31 MB | ||
| 08 Building an AI | |||
| 033 Self Driving Car - Step 3-en.srt | 9.3 KB | ||
| 033 Self Driving Car - Step 3-es.srt | 9.62 KB | ||
| 033 Self Driving Car - Step 3-it.srt | 9.5 KB | ||
| 033 Self Driving Car - Step 3-ja.srt | 1.96 KB | ||
| 033 Self Driving Car - Step 3-pt.srt | 9.21 KB | ||
| 033 Self Driving Car - Step 3-tr.srt | 8.26 KB | ||
| 033 Self Driving Car - Step 3.mp4 | 15.82 MB | ||
| 034 Self Driving Car - Step 4-en.srt | 21.79 KB | ||
| 034 Self Driving Car - Step 4-es.srt | 22.15 KB | ||
| 034 Self Driving Car - Step 4-it.srt | 22.08 KB | ||
| 034 Self Driving Car - Step 4-ja.srt | 5.28 KB | ||
| 034 Self Driving Car - Step 4-pt.srt | 21.29 KB | ||
| 034 Self Driving Car - Step 4-tr.srt | 19.28 KB | ||
| 034 Self Driving Car - Step 4.mp4 | 27.1 MB | ||
| 035 Self Driving Car - Step 5-en.srt | 9.17 KB | ||
| 035 Self Driving Car - Step 5-es.srt | 9.45 KB | ||
| 035 Self Driving Car - Step 5-it.srt | 9.41 KB | ||
| 035 Self Driving Car - Step 5-ja.srt | 2.08 KB | ||
| 035 Self Driving Car - Step 5-pt.srt | 9.14 KB | ||
| 035 Self Driving Car - Step 5-tr.srt | 8.32 KB | ||
| 035 Self Driving Car - Step 5.mp4 | 11.65 MB | ||
| 036 Self Driving Car - Step 6-en.srt | 8.67 KB | ||
| 036 Self Driving Car - Step 6-es.srt | 8.93 KB | ||
| 036 Self Driving Car - Step 6-it.srt | 8.83 KB | ||
| 036 Self Driving Car - Step 6-ja.srt | 2.17 KB | ||
| 036 Self Driving Car - Step 6-pt.srt | 8.46 KB | ||
| 036 Self Driving Car - Step 6-tr.srt | 7.74 KB | ||
| 036 Self Driving Car - Step 6.mp4 | 11.8 MB | ||
| 037 Self Driving Car - Step 7-en.srt | 8.66 KB | ||
| 037 Self Driving Car - Step 7-es.srt | 8.83 KB | ||
| 037 Self Driving Car - Step 7-it.srt | 8.65 KB | ||
| 037 Self Driving Car - Step 7-ja.srt | 2.3 KB | ||
| 037 Self Driving Car - Step 7-pt.srt | 8.52 KB | ||
| 037 Self Driving Car - Step 7-tr.srt | 7.77 KB | ||
| 037 Self Driving Car - Step 7.mp4 | 11.69 MB | ||
| 038 Self Driving Car - Step 8-en.srt | 15.58 KB | ||
| 038 Self Driving Car - Step 8-es.srt | 15.98 KB | ||
| 038 Self Driving Car - Step 8-it.srt | 15.89 KB | ||
| 038 Self Driving Car - Step 8-ja.srt | 3.55 KB | ||
| 038 Self Driving Car - Step 8-pt.srt | 15.49 KB | ||
| 038 Self Driving Car - Step 8-tr.srt | 13.96 KB | ||
| 038 Self Driving Car - Step 8.mp4 | 22.84 MB | ||
| 039 Self Driving Car - Step 9-en.srt | 24.77 KB | ||
| 039 Self Driving Car - Step 9-es.srt | 25.54 KB | ||
| 039 Self Driving Car - Step 9-it.srt | 25.61 KB | ||
| 039 Self Driving Car - Step 9-ja.srt | 5.39 KB | ||
| 039 Self Driving Car - Step 9-pt.srt | 24.66 KB | ||
| 039 Self Driving Car - Step 9-tr.srt | 22.46 KB | ||
| 039 Self Driving Car - Step 9.mp4 | 36.56 MB | ||
| 040 Self Driving Car - Step 10-en.srt | 20.46 KB | ||
| 040 Self Driving Car - Step 10-es.srt | 20.85 KB | ||
| 040 Self Driving Car - Step 10-it.srt | 20.7 KB | ||
| 040 Self Driving Car - Step 10-ja.srt | 5.3 KB | ||
| 040 Self Driving Car - Step 10-pt.srt | 19.98 KB | ||
| 040 Self Driving Car - Step 10-tr.srt | 18.24 KB | ||
| 040 Self Driving Car - Step 10.mp4 | 29.52 MB | ||
| 041 Self Driving Car - Step 11-en.srt | 22.17 KB | ||
| 041 Self Driving Car - Step 11-es.srt | 23.03 KB | ||
| 041 Self Driving Car - Step 11-it.srt | 22.89 KB | ||
| 041 Self Driving Car - Step 11-ja.srt | 4.24 KB | ||
| 041 Self Driving Car - Step 11-pt.srt | 21.99 KB | ||
| 041 Self Driving Car - Step 11-tr.srt | 19.83 KB | ||
| 041 Self Driving Car - Step 11.mp4 | 34.13 MB | ||
| 042 Self Driving Car - Step 12-en.srt | 18.37 KB | ||
| 042 Self Driving Car - Step 12-es.srt | 19.12 KB | ||
| 042 Self Driving Car - Step 12-it.srt | 19.02 KB | ||
| 042 Self Driving Car - Step 12-ja.srt | 3.65 KB | ||
| 042 Self Driving Car - Step 12-pt.srt | 18.22 KB | ||
| 042 Self Driving Car - Step 12-tr.srt | 16.57 KB | ||
| 042 Self Driving Car - Step 12.mp4 | 32.4 MB | ||
| 043 Self Driving Car - Step 13-en.srt | 17.32 KB | ||
| 043 Self Driving Car - Step 13-es.srt | 17.95 KB | ||
| 043 Self Driving Car - Step 13-it.srt | 18.09 KB | ||
| 043 Self Driving Car - Step 13-ja.srt | 3.97 KB | ||
| 043 Self Driving Car - Step 13-pt.srt | 17.27 KB | ||
| 043 Self Driving Car - Step 13-tr.srt | 15.33 KB | ||
| 043 Self Driving Car - Step 13.mp4 | 30.64 MB | ||
| 044 Self Driving Car - Step 14-en.srt | 4.41 KB | ||
| 044 Self Driving Car - Step 14-es.srt | 4.54 KB | ||
| 044 Self Driving Car - Step 14-it.srt | 4.59 KB | ||
| 044 Self Driving Car - Step 14-ja.srt | 773 B | ||
| 044 Self Driving Car - Step 14-pt.srt | 4.35 KB | ||
| 044 Self Driving Car - Step 14-tr.srt | 4.03 KB | ||
| 044 Self Driving Car - Step 14.mp4 | 6.77 MB | ||
| 045 Self Driving Car - Step 15-en.srt | 8.25 KB | ||
| 045 Self Driving Car - Step 15-es.srt | 8.51 KB | ||
| 045 Self Driving Car - Step 15-it.srt | 8.63 KB | ||
| 045 Self Driving Car - Step 15-ja.srt | 2.05 KB | ||
| 045 Self Driving Car - Step 15-pt.srt | 8.27 KB | ||
| 045 Self Driving Car - Step 15-tr.srt | 7.57 KB | ||
| 045 Self Driving Car - Step 15.mp4 | 12.83 MB | ||
| 046 Self Driving Car - Step 16-en.srt | 10.09 KB | ||
| 046 Self Driving Car - Step 16-es.srt | 10.58 KB | ||
| 046 Self Driving Car - Step 16-it.srt | 10.52 KB | ||
| 046 Self Driving Car - Step 16-ja.srt | 2.18 KB | ||
| 046 Self Driving Car - Step 16-pt.srt | 10.14 KB | ||
| 046 Self Driving Car - Step 16-tr.srt | 9.14 KB | ||
| 046 Self Driving Car - Step 16.mp4 | 18.12 MB | ||
| 09 Playing with the AI | |||
| 047 Self Driving Car - Level 1-en.srt | 14.41 KB | ||
| 047 Self Driving Car - Level 1-es.srt | 14.93 KB | ||
| 047 Self Driving Car - Level 1-it.srt | 14.75 KB | ||
| 047 Self Driving Car - Level 1-ja.srt | 2.64 KB | ||
| 047 Self Driving Car - Level 1-pt.srt | 14.42 KB | ||
| 047 Self Driving Car - Level 1-tr.srt | 13.12 KB | ||
| 047 Self Driving Car - Level 1.mp4 | 22.31 MB | ||
| 048 Self Driving Car - Level 2-en.srt | 7.25 KB | ||
| 048 Self Driving Car - Level 2-es.srt | 7.48 KB | ||
| 048 Self Driving Car - Level 2-it.srt | 7.41 KB | ||
| 048 Self Driving Car - Level 2-ja.srt | 957 B | ||
| 048 Self Driving Car - Level 2-pt.srt | 7.27 KB | ||
| 048 Self Driving Car - Level 2-tr.srt | 6.75 KB | ||
| 048 Self Driving Car - Level 2.mp4 | 11.8 MB | ||
| 049 Self Driving Car - Level 3-en.srt | 8.45 KB | ||
| 049 Self Driving Car - Level 3-es.srt | 8.52 KB | ||
| 049 Self Driving Car - Level 3-it.srt | 8.58 KB | ||
| 049 Self Driving Car - Level 3-ja.srt | 1.21 KB | ||
| 049 Self Driving Car - Level 3-pt.srt | 8.43 KB | ||
| 049 Self Driving Car - Level 3-tr.srt | 7.75 KB | ||
| 049 Self Driving Car - Level 3.mp4 | 18.52 MB | ||
| 050 Self Driving Car - Level 4-en.srt | 7.42 KB | ||
| 050 Self Driving Car - Level 4-es.srt | 7.55 KB | ||
| 050 Self Driving Car - Level 4-it.srt | 7.54 KB | ||
| 050 Self Driving Car - Level 4-ja.srt | 960 B | ||
| 050 Self Driving Car - Level 4-pt.srt | 7.46 KB | ||
| 050 Self Driving Car - Level 4-tr.srt | 6.84 KB | ||
| 050 Self Driving Car - Level 4.mp4 | 69.84 MB | ||
| 051 Challenge Solutions.html | 1.24 KB | ||
| 10 --Part 2 - Doom (Deep Convolutional Q-Learning)-- | |||
| 052 Welcome to Part 2 - Doom (Deep Convolutional Q-Learning).html | 1.74 KB | ||
| 11 Deep Convolutional Q-Learning Intuition | |||
| 053 Plan of Attack-en.srt | 4.99 KB | ||
| 053 Plan of Attack-es.srt | 5.09 KB | ||
| 053 Plan of Attack-it.srt | 5.04 KB | ||
| 053 Plan of Attack-ja.srt | 1.19 KB | ||
| 053 Plan of Attack-pt.srt | 5 KB | ||
| 053 Plan of Attack-tr.srt | 4.39 KB | ||
| 053 Plan of Attack.mp4 | 5.52 MB | ||
| 054 Deep Convolutional Q-Learning Intuition-en.srt | 10.84 KB | ||
| 054 Deep Convolutional Q-Learning Intuition-es.srt | 11.01 KB | ||
| 054 Deep Convolutional Q-Learning Intuition-it.srt | 11.01 KB | ||
| 054 Deep Convolutional Q-Learning Intuition-ja.srt | 2.29 KB | ||
| 054 Deep Convolutional Q-Learning Intuition-pt.srt | 10.69 KB | ||
| 054 Deep Convolutional Q-Learning Intuition-tr.srt | 9.47 KB | ||
| 054 Deep Convolutional Q-Learning Intuition.mp4 | 15.59 MB | ||
| 055 Eligibility Trace-en.srt | 13.22 KB | ||
| 055 Eligibility Trace-es.srt | 13.22 KB | ||
| 055 Eligibility Trace-it.srt | 13.38 KB | ||
| 055 Eligibility Trace-ja.srt | 2.76 KB | ||
| 055 Eligibility Trace-pt.srt | 13.18 KB | ||
| 055 Eligibility Trace-tr.srt | 11.73 KB | ||
| 055 Eligibility Trace.mp4 | 16.03 MB | ||
| 12 Installation for Part 2 | |||
| 056 Where to get the Materials.html | 1.28 KB | ||
| 057 Installing Open AI Gym and ppaquette.html | 2.62 KB | ||
| 058 Common-Debug-Solutions-Doom.pdf | 65.04 KB | ||
| 058 Common-Debugging-Solutions-Pytorch.pdf | 31.21 KB | ||
| 058 Installing Open AI Gym Walk Through (Mac Version)-en.srt | 6.78 KB | ||
| 058 Installing Open AI Gym Walk Through (Mac Version)-es.srt | 6.84 KB | ||
| 058 Installing Open AI Gym Walk Through (Mac Version)-it.srt | 6.93 KB | ||
| 058 Installing Open AI Gym Walk Through (Mac Version)-ja.srt | 1.18 KB | ||
| 058 Installing Open AI Gym Walk Through (Mac Version)-pt.srt | 6.82 KB | ||
| 058 Installing Open AI Gym Walk Through (Mac Version)-tr.srt | 6.42 KB | ||
| 058 Installing Open AI Gym Walk Through (Mac Version).mp4 | 13.1 MB | ||
| 058 OpenAI-Gym-Debug-Tips.pdf | 168.41 KB | ||
| 059 Common-Debug-Solutions-Doom.pdf | 65.04 KB | ||
| 059 Installing Open AI Gym Walk Through (Ubuntu Version)-en.srt | 7.17 KB | ||
| 059 Installing Open AI Gym Walk Through (Ubuntu Version)-es.srt | 7.32 KB | ||
| 059 Installing Open AI Gym Walk Through (Ubuntu Version)-it.srt | 7.47 KB | ||
| 059 Installing Open AI Gym Walk Through (Ubuntu Version)-ja.srt | 1.91 KB | ||
| 059 Installing Open AI Gym Walk Through (Ubuntu Version)-pt.srt | 7.19 KB | ||
| 059 Installing Open AI Gym Walk Through (Ubuntu Version)-tr.srt | 6.71 KB | ||
| 059 Installing Open AI Gym Walk Through (Ubuntu Version).mp4 | 20.01 MB | ||
| 059 OpenAI-Gym-Debug-Tips.pdf | 168.41 KB | ||
| 060 Common Debug Tips.html | 1.19 KB | ||
| 060 Gym-and-Doom-Debug-Tips.pdf | 51.8 KB | ||
| 13 Building an AI | |||
| 061 Doom - Step 1-en.srt | 8.93 KB | ||
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| 061 Doom - Step 1.mp4 | 29.52 MB | ||
| 062 Doom - Step 2-en.srt | 14.98 KB | ||
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| 063 Doom - Step 3-en.srt | 14.5 KB | ||
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| 064 Doom - Step 4-en.srt | 15.97 KB | ||
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| 065 Doom - Step 5-en.srt | 21.18 KB | ||
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| 065 Doom - Step 5.mp4 | 30.03 MB | ||
| 066 Doom - Step 6-en.srt | 9.72 KB | ||
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| 067 Doom - Step 7-en.srt | 6.86 KB | ||
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| 068 Doom - Step 8-en.srt | 10.39 KB | ||
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| 069 Doom - Step 9-en.srt | 5.61 KB | ||
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| 070 Doom - Step 10-en.srt | 11.92 KB | ||
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| 070 Doom - Step 10.mp4 | 19.26 MB | ||
| 071 Doom - Step 11-en.srt | 9.86 KB | ||
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| 071 Doom - Step 11-pt.srt | 9.9 KB | ||
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| 071 Doom - Step 11.mp4 | 19.86 MB | ||
| 072 Doom - Step 12-en.srt | 6.47 KB | ||
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| 072 Doom - Step 12-pt.srt | 6.43 KB | ||
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| 072 Doom - Step 12.mp4 | 9.85 MB | ||
| 073 Doom - Step 13-en.srt | 9.99 KB | ||
| 073 Doom - Step 13-es.srt | 10.47 KB | ||
| 073 Doom - Step 13-it.srt | 10.31 KB | ||
| 073 Doom - Step 13-ja.srt | 2.79 KB | ||
| 073 Doom - Step 13-pt.srt | 10.05 KB | ||
| 073 Doom - Step 13-tr.srt | 8.92 KB | ||
| 073 Doom - Step 13.mp4 | 14.06 MB | ||
| 074 Doom - Step 14-en.srt | 22.53 KB | ||
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| 074 Doom - Step 14.mp4 | 37.59 MB | ||
| 075 Doom - Step 15-en.srt | 11.92 KB | ||
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| 075 Doom - Step 15-it.srt | 12.35 KB | ||
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| 075 Doom - Step 15.mp4 | 19.18 MB | ||
| 076 Doom - Step 16-en.srt | 14.75 KB | ||
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| 076 Doom - Step 16-pt.srt | 14.8 KB | ||
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| 076 Doom - Step 16.mp4 | 23.57 MB | ||
| 077 Doom - Step 17-en.srt | 27.76 KB | ||
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| 077 Doom - Step 17.mp4 | 45.56 MB | ||
| 14 Playing with the AI | |||
| 078 Watching our AI play Doom-en.srt | 32.97 KB | ||
| 078 Watching our AI play Doom-es.srt | 33.52 KB | ||
| 078 Watching our AI play Doom-it.srt | 33.38 KB | ||
| 078 Watching our AI play Doom-ja.srt | 5.81 KB | ||
| 078 Watching our AI play Doom-pt.srt | 33.3 KB | ||
| 078 Watching our AI play Doom-tr.srt | 30.69 KB | ||
| 078 Watching our AI play Doom.mp4 | 154.94 MB | ||
| 15 --Part 3 - Breakout (A3C-- | |||
| 079 Welcome to Part 3 - Breakout (A3C).html | 1.71 KB | ||
| 16 A3C Intuition | |||
| 080 Plan of Attack-en.srt | 5.5 KB | ||
| 080 Plan of Attack-es.srt | 5.42 KB | ||
| 080 Plan of Attack-it.srt | 5.32 KB | ||
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| 080 Plan of Attack-pt.srt | 5.29 KB | ||
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| 080 Plan of Attack.mp4 | 5.81 MB | ||
| 081 The three As in A3C-en.srt | 6.88 KB | ||
| 081 The three As in A3C-es.srt | 6.82 KB | ||
| 081 The three As in A3C-it.srt | 6.79 KB | ||
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| 081 The three As in A3C-pt.srt | 6.72 KB | ||
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| 081 The three As in A3C.mp4 | 38.74 MB | ||
| 082 Actor-Critic-en.srt | 10.51 KB | ||
| 082 Actor-Critic-es.srt | 10.57 KB | ||
| 082 Actor-Critic-it.srt | 10.54 KB | ||
| 082 Actor-Critic-ja.srt | 2.4 KB | ||
| 082 Actor-Critic-pt.srt | 10.1 KB | ||
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| 082 Actor-Critic.mp4 | 13.69 MB | ||
| 083 Asynchronous-en.srt | 18.76 KB | ||
| 083 Asynchronous-es.srt | 18.45 KB | ||
| 083 Asynchronous-it.srt | 18.39 KB | ||
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| 083 Asynchronous.mp4 | 23.86 MB | ||
| 084 Advantage-en.srt | 23.36 KB | ||
| 084 Advantage-es.srt | 23.21 KB | ||
| 084 Advantage-it.srt | 23.46 KB | ||
| 084 Advantage-ja.srt | 5.59 KB | ||
| 084 Advantage-pt.srt | 22.85 KB | ||
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| 084 Advantage.mp4 | 31.92 MB | ||
| 085 LSTM Layer-en.srt | 24.83 KB | ||
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| 085 LSTM Layer.mp4 | 31.01 MB | ||
| 17 Installation for Part 3 | |||
| 086 Installing OpenCV.html | 1.2 KB | ||
| 18 Building an AI | |||
| 087 Breakout - Step 1-en.srt | 15.97 KB | ||
| 087 Breakout - Step 1-es.srt | 16.23 KB | ||
| 087 Breakout - Step 1-it.srt | 16.11 KB | ||
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| 087 Breakout - Step 1.mp4 | 24.97 MB | ||
| 088 Breakout - Step 2-en.srt | 12.08 KB | ||
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| 088 Breakout - Step 2-ja.srt | 2.54 KB | ||
| 088 Breakout - Step 2-pt.srt | 11.67 KB | ||
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| 088 Breakout - Step 2.mp4 | 14.6 MB | ||
| 089 Breakout - Step 3-en.srt | 16.17 KB | ||
| 089 Breakout - Step 3-es.srt | 16.39 KB | ||
| 089 Breakout - Step 3-it.srt | 16.34 KB | ||
| 089 Breakout - Step 3-ja.srt | 3.87 KB | ||
| 089 Breakout - Step 3-pt.srt | 15.67 KB | ||
| 089 Breakout - Step 3-tr.srt | 14.03 KB | ||
| 089 Breakout - Step 3.mp4 | 24.16 MB | ||
| 090 Breakout - Step 4-en.srt | 18.29 KB | ||
| 090 Breakout - Step 4-es.srt | 18.74 KB | ||
| 090 Breakout - Step 4-it.srt | 18.66 KB | ||
| 090 Breakout - Step 4-ja.srt | 4.96 KB | ||
| 090 Breakout - Step 4-pt.srt | 18.04 KB | ||
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| 090 Breakout - Step 4.mp4 | 27.17 MB | ||
| 091 Breakout - Step 5-en.srt | 15.22 KB | ||
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| 091 Breakout - Step 5-pt.srt | 14.83 KB | ||
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| 091 Breakout - Step 5.mp4 | 24.68 MB | ||
| 092 Breakout - Step 6-en.srt | 17.44 KB | ||
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| 092 Breakout - Step 6.mp4 | 27.08 MB | ||
| 093 Breakout - Step 7-en.srt | 11.53 KB | ||
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| 093 Breakout - Step 7.mp4 | 19.71 MB | ||
| 094 Breakout - Step 8-en.srt | 16.48 KB | ||
| 094 Breakout - Step 8-es.srt | 17.18 KB | ||
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| 094 Breakout - Step 8.mp4 | 22.84 MB | ||
| 095 Breakout - Step 9-en.srt | 15.6 KB | ||
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| 095 Breakout - Step 9.mp4 | 24.38 MB | ||
| 096 Breakout - Step 10-en.srt | 10.86 KB | ||
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| 096 Breakout - Step 10-pt.srt | 10.81 KB | ||
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| 096 Breakout - Step 10.mp4 | 18.24 MB | ||
| 097 Breakout - Step 11-en.srt | 7.02 KB | ||
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| 097 Breakout - Step 11-pt.srt | 6.91 KB | ||
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| 097 Breakout - Step 11.mp4 | 11.17 MB | ||
| 098 Breakout - Step 12-en.srt | 20.59 KB | ||
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| 098 Breakout - Step 12.mp4 | 34.43 MB | ||
| 099 Breakout - Step 13-en.srt | 12.18 KB | ||
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| 099 Breakout - Step 13-pt.srt | 12.33 KB | ||
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| 099 Breakout - Step 13.mp4 | 19.34 MB | ||
| 100 Breakout - Step 14-en.srt | 7.85 KB | ||
| 100 Breakout - Step 14-es.srt | 8.1 KB | ||
| 100 Breakout - Step 14-it.srt | 8.14 KB | ||
| 100 Breakout - Step 14-ja.srt | 1.76 KB | ||
| 100 Breakout - Step 14-pt.srt | 7.99 KB | ||
| 100 Breakout - Step 14-tr.srt | 7.2 KB | ||
| 100 Breakout - Step 14.mp4 | 11.77 MB | ||
| 101 Breakout - Step 15-en.srt | 14.36 KB | ||
| 101 Breakout - Step 15-es.srt | 14.62 KB | ||
| 101 Breakout - Step 15-it.srt | 14.39 KB | ||
| 101 Breakout - Step 15-ja.srt | 3.04 KB | ||
| 101 Breakout - Step 15-pt.srt | 14.36 KB | ||
| 101 Breakout - Step 15-tr.srt | 13.44 KB | ||
| 101 Breakout - Step 15.mp4 | 90.69 MB | ||
| 19 Annex 1 Artificial Neural Networks | |||
| 102 What is Deep Learning-en.srt | 18.8 KB | ||
| 102 What is Deep Learning-es.srt | 19.09 KB | ||
| 102 What is Deep Learning-it.srt | 19.04 KB | ||
| 102 What is Deep Learning-ja.srt | 4.89 KB | ||
| 102 What is Deep Learning-pt.srt | 18.79 KB | ||
| 102 What is Deep Learning-tr.srt | 17.2 KB | ||
| 102 What is Deep Learning.mp4 | 28.35 MB | ||
| 103 Plan of Attack-en.srt | 4.14 KB | ||
| 103 Plan of Attack-es.srt | 4.15 KB | ||
| 103 Plan of Attack-it.srt | 4.08 KB | ||
| 103 Plan of Attack-ja.srt | 782 B | ||
| 103 Plan of Attack-pt.srt | 4.01 KB | ||
| 103 Plan of Attack-tr.srt | 3.63 KB | ||
| 103 Plan of Attack.mp4 | 4.71 MB | ||
| 104 The Neuron-en.srt | 25.86 KB | ||
| 104 The Neuron-es.srt | 25.8 KB | ||
| 104 The Neuron-it.srt | 25.93 KB | ||
| 104 The Neuron-ja.srt | 5.56 KB | ||
| 104 The Neuron-pt.srt | 25.48 KB | ||
| 104 The Neuron-tr.srt | 22.71 KB | ||
| 104 The Neuron.mp4 | 28.8 MB | ||
| 105 The Activation Function-en.srt | 12.48 KB | ||
| 105 The Activation Function-es.srt | 12.35 KB | ||
| 105 The Activation Function-it.srt | 12.48 KB | ||
| 105 The Activation Function-ja.srt | 2.96 KB | ||
| 105 The Activation Function-pt.srt | 12.06 KB | ||
| 105 The Activation Function-tr.srt | 11.21 KB | ||
| 105 The Activation Function.mp4 | 14.54 MB | ||
| 106 How do Neural Networks work-en.srt | 19.79 KB | ||
| 106 How do Neural Networks work-es.srt | 19.89 KB | ||
| 106 How do Neural Networks work-it.srt | 19.9 KB | ||
| 106 How do Neural Networks work-ja.srt | 4.98 KB | ||
| 106 How do Neural Networks work-pt.srt | 19.56 KB | ||
| 106 How do Neural Networks work-tr.srt | 17.46 KB | ||
| 106 How do Neural Networks work.mp4 | 22.58 MB | ||
| 107 How do Neural Networks learn-en.srt | 19.67 KB | ||
| 107 How do Neural Networks learn-es.srt | 20.1 KB | ||
| 107 How do Neural Networks learn-it.srt | 20.07 KB | ||
| 107 How do Neural Networks learn-ja.srt | 4.79 KB | ||
| 107 How do Neural Networks learn-pt.srt | 19.55 KB | ||
| 107 How do Neural Networks learn-tr.srt | 17.71 KB | ||
| 107 How do Neural Networks learn.mp4 | 25.49 MB | ||
| 108 Gradient Descent-en.srt | 14.56 KB | ||
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| 108 Gradient Descent-it.srt | 14.67 KB | ||
| 108 Gradient Descent-ja.srt | 3.67 KB | ||
| 108 Gradient Descent-pt.srt | 14.37 KB | ||
| 108 Gradient Descent-tr.srt | 13.02 KB | ||
| 108 Gradient Descent.mp4 | 18.1 MB | ||
| 109 Stochastic Gradient Descent-en.srt | 12.58 KB | ||
| 109 Stochastic Gradient Descent-es.srt | 12.85 KB | ||
| 109 Stochastic Gradient Descent-it.srt | 12.86 KB | ||
| 109 Stochastic Gradient Descent-ja.srt | 3.18 KB | ||
| 109 Stochastic Gradient Descent-pt.srt | 12.54 KB | ||
| 109 Stochastic Gradient Descent-tr.srt | 11.19 KB | ||
| 109 Stochastic Gradient Descent.mp4 | 16.31 MB | ||
| 110 Backpropagation-en.srt | 7.37 KB | ||
| 110 Backpropagation-es.srt | 7.56 KB | ||
| 110 Backpropagation-it.srt | 7.58 KB | ||
| 110 Backpropagation-ja.srt | 1.64 KB | ||
| 110 Backpropagation-pt.srt | 7.37 KB | ||
| 110 Backpropagation-tr.srt | 6.54 KB | ||
| 110 Backpropagation.mp4 | 10.63 MB | ||
| 20 Annex 2 Convolutional Neural Networks | |||
| 111 Plan of Attack-en.srt | 5.43 KB | ||
| 111 Plan of Attack-es.srt | 5.48 KB | ||
| 111 Plan of Attack-it.srt | 5.42 KB | ||
| 111 Plan of Attack-ja.srt | 1005 B | ||
| 111 Plan of Attack-pt.srt | 5.37 KB | ||
| 111 Plan of Attack-tr.srt | 4.92 KB | ||
| 111 Plan of Attack.mp4 | 5.85 MB | ||
| 112 What are convolutional neural networks-en.srt | 22.87 KB | ||
| 112 What are convolutional neural networks-es.srt | 22.93 KB | ||
| 112 What are convolutional neural networks-it.srt | 22.99 KB | ||
| 112 What are convolutional neural networks-ja.srt | 5.37 KB | ||
| 112 What are convolutional neural networks-pt.srt | 22.5 KB | ||
| 112 What are convolutional neural networks-tr.srt | 20.32 KB | ||
| 112 What are convolutional neural networks.mp4 | 28.25 MB | ||
| 113 Step 1 - Convolution Operation-en.srt | 24.07 KB | ||
| 113 Step 1 - Convolution Operation-es.srt | 24.7 KB | ||
| 113 Step 1 - Convolution Operation-it.srt | 24.76 KB | ||
| 113 Step 1 - Convolution Operation-ja.srt | 6.07 KB | ||
| 113 Step 1 - Convolution Operation-pt.srt | 23.92 KB | ||
| 113 Step 1 - Convolution Operation-tr.srt | 21.98 KB | ||
| 113 Step 1 - Convolution Operation.mp4 | 29.94 MB | ||
| 114 Step 1(b) - ReLU Layer-en.srt | 9.55 KB | ||
| 114 Step 1(b) - ReLU Layer-es.srt | 9.68 KB | ||
| 114 Step 1(b) - ReLU Layer-it.srt | 9.65 KB | ||
| 114 Step 1(b) - ReLU Layer-ja.srt | 1.51 KB | ||
| 114 Step 1(b) - ReLU Layer-pt.srt | 9.54 KB | ||
| 114 Step 1(b) - ReLU Layer-tr.srt | 8.63 KB | ||
| 114 Step 1(b) - ReLU Layer.mp4 | 13.44 MB | ||
| 115 Step 2 - Pooling-en.srt | 21.83 KB | ||
| 115 Step 2 - Pooling-es.srt | 22.2 KB | ||
| 115 Step 2 - Pooling-it.srt | 22.25 KB | ||
| 115 Step 2 - Pooling-ja.srt | 5.69 KB | ||
| 115 Step 2 - Pooling-pt.srt | 21.78 KB | ||
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| 115 Step 2 - Pooling.mp4 | 33.49 MB | ||
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| 117 Step 4 - Full Connection-en.srt | 29.61 KB | ||
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| 119 Softmax Cross-Entropy-en.srt | 26.2 KB | ||
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| 119 Softmax Cross-Entropy.mp4 | 32.6 MB | ||
| 21 Bonus Lectures | |||
| 120 YOUR SPECIAL BONUS.html | 3.09 KB | ||
| ReadMe.txt | 428 B | ||
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Description
artificial intelligence a-z™: learn how to build an ai download 
Description
*** AS SEEN ON KICKSTARTER ***
Learn key AI concepts and intuition training to get you quickly up to speed with all things AI. Covering:
How to start building AI with no previous coding experience using Python
How to merge AI with OpenAI Gym to learn as effectively as possible
How to optimize your AI to reach its maximum potential in the real world
Here is what you will get with this course:
1. Complete beginner to expert AI skills – Learn to code self-improving AI for a range of purposes. In fact, we code together with you. Every tutorial starts with a blank page and we write up the code from scratch. This way you can follow along and understand exactly how the code comes together and what each line means.
2. Code templates – Plus, you’ll get downloadable Python code templates for every AI you build in the course. This makes building truly unique AI as simple as changing a few lines of code. If you unleash your imagination, the potential is unlimited.
3. Intuition Tutorials – Where most courses simply bombard you with dense theory and set you on your way, we believe in developing a deep understanding for not only what you’re doing, but why you’re doing it. That’s why we don’t throw complex mathematics at you, but focus on building up your intuition in coding AI making for infinitely better results down the line.
4. Real-world solutions – You’ll achieve your goal in not only 1 game but in 3. Each module is comprised of varying structures and difficulties, meaning you’ll be skilled enough to build AI adaptable to any environment in real life, rather than just passing a glorified memory “test and forget” like most other courses. Practice truly does make perfect.
5. In-course support – We’re fully committed to making this the most accessible and results-driven AI course on the planet. This requires us to be there when you need our help. That’s why we’ve put together a team of professional Data Scientists to support you in your journey, meaning you’ll get a response from us within 48 hours maximum.
Who is the target audience?
Anyone interested in Artificial Intelligence, Machine Learning or Deep Learning
Requirements
High School Maths
Basic Python knowledge
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