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14 Playing with the AI/078 Watching our AI play Doom.mp4 154.94 MB
18 Building an AI/101 Breakout - Step 15.mp4 90.69 MB
09 Playing with the AI/050 Self Driving Car - Level 4.mp4 69.84 MB
06 Installation for Part 1/025 Windows Option 2 - Part A Installing Ubuntu on Windows.mp4 55.36 MB
03 Q-Learning Intuition/015 Q-Learning Visualization.mp4 49.53 MB
13 Building an AI/077 Doom - Step 17.mp4 45.56 MB
07 Creating the environment/032 Self Driving Car - Step 2.mp4 44.31 MB
20 Annex 2 Convolutional Neural Networks/117 Step 4 - Full Connection.mp4 40.19 MB
16 A3C Intuition/081 The three As in A3C.mp4 38.74 MB
03 Q-Learning Intuition/014 Temporal Difference.mp4 38.61 MB
13 Building an AI/074 Doom - Step 14.mp4 37.59 MB
08 Building an AI/039 Self Driving Car - Step 9.mp4 36.56 MB
03 Q-Learning Intuition/008 The Bellman Equation.mp4 35.51 MB
05 Deep Q-Learning Intuition/021 Action Selection Policies.mp4 34.89 MB
18 Building an AI/098 Breakout - Step 12.mp4 34.43 MB
08 Building an AI/041 Self Driving Car - Step 11.mp4 34.13 MB
20 Annex 2 Convolutional Neural Networks/115 Step 2 - Pooling.mp4 33.49 MB
20 Annex 2 Convolutional Neural Networks/119 Softmax Cross-Entropy.mp4 32.6 MB
08 Building an AI/042 Self Driving Car - Step 12.mp4 32.4 MB
05 Deep Q-Learning Intuition/020 Experience Replay.mp4 32.19 MB
16 A3C Intuition/084 Advantage.mp4 31.92 MB
03 Q-Learning Intuition/010 Markov Decision Process.mp4 31.52 MB
16 A3C Intuition/085 LSTM Layer.mp4 31.01 MB
05 Deep Q-Learning Intuition/018 Deep Q-Learning Intuition - Learning.mp4 30.95 MB
08 Building an AI/043 Self Driving Car - Step 13.mp4 30.64 MB
13 Building an AI/065 Doom - Step 5.mp4 30.03 MB
20 Annex 2 Convolutional Neural Networks/113 Step 1 - Convolution Operation.mp4 29.94 MB
03 Q-Learning Intuition/013 Q-Learning Intuition.mp4 29.76 MB
08 Building an AI/040 Self Driving Car - Step 10.mp4 29.52 MB
13 Building an AI/061 Doom - Step 1.mp4 29.52 MB
19 Annex 1 Artificial Neural Networks/104 The Neuron.mp4 28.8 MB
19 Annex 1 Artificial Neural Networks/102 What is Deep Learning.mp4 28.35 MB
20 Annex 2 Convolutional Neural Networks/112 What are convolutional neural networks.mp4 28.25 MB
18 Building an AI/090 Breakout - Step 4.mp4 27.17 MB
08 Building an AI/034 Self Driving Car - Step 4.mp4 27.1 MB
18 Building an AI/092 Breakout - Step 6.mp4 27.08 MB
03 Q-Learning Intuition/011 Policy vs Plan.mp4 25.88 MB
19 Annex 1 Artificial Neural Networks/107 How do Neural Networks learn.mp4 25.49 MB
18 Building an AI/087 Breakout - Step 1.mp4 24.97 MB
18 Building an AI/091 Breakout - Step 5.mp4 24.68 MB
18 Building an AI/095 Breakout - Step 9.mp4 24.38 MB
18 Building an AI/089 Breakout - Step 3.mp4 24.16 MB
16 A3C Intuition/083 Asynchronous.mp4 23.86 MB
13 Building an AI/076 Doom - Step 16.mp4 23.57 MB
18 Building an AI/094 Breakout - Step 8.mp4 22.84 MB
08 Building an AI/038 Self Driving Car - Step 8.mp4 22.84 MB
19 Annex 1 Artificial Neural Networks/106 How do Neural Networks work.mp4 22.58 MB
09 Playing with the AI/047 Self Driving Car - Level 1.mp4 22.31 MB
07 Creating the environment/031 Self Driving Car - Step 1.mp4 22.09 MB
13 Building an AI/064 Doom - Step 4.mp4 21.41 MB
03 Q-Learning Intuition/007 What is reinforcement learning.mp4 20.26 MB
03 Q-Learning Intuition/012 Adding a Living Penalty.mp4 20.04 MB
12 Installation for Part 2/059 Installing Open AI Gym Walk Through (Ubuntu Version).mp4 20.01 MB
13 Building an AI/071 Doom - Step 11.mp4 19.86 MB
18 Building an AI/093 Breakout - Step 7.mp4 19.71 MB
18 Building an AI/099 Breakout - Step 13.mp4 19.34 MB
13 Building an AI/070 Doom - Step 10.mp4 19.26 MB
13 Building an AI/075 Doom - Step 15.mp4 19.18 MB
13 Building an AI/063 Doom - Step 3.mp4 18.83 MB
09 Playing with the AI/049 Self Driving Car - Level 3.mp4 18.52 MB
13 Building an AI/062 Doom - Step 2.mp4 18.38 MB
18 Building an AI/096 Breakout - Step 10.mp4 18.24 MB
08 Building an AI/046 Self Driving Car - Step 16.mp4 18.12 MB
19 Annex 1 Artificial Neural Networks/108 Gradient Descent.mp4 18.1 MB
06 Installation for Part 1/028 Mac or Linux Installing PyTorch and Kivy.mp4 16.7 MB
19 Annex 1 Artificial Neural Networks/109 Stochastic Gradient Descent.mp4 16.31 MB
11 Deep Convolutional Q-Learning Intuition/055 Eligibility Trace.mp4 16.03 MB
08 Building an AI/033 Self Driving Car - Step 3.mp4 15.82 MB
11 Deep Convolutional Q-Learning Intuition/054 Deep Convolutional Q-Learning Intuition.mp4 15.59 MB
13 Building an AI/066 Doom - Step 6.mp4 14.61 MB
18 Building an AI/088 Breakout - Step 2.mp4 14.6 MB
19 Annex 1 Artificial Neural Networks/105 The Activation Function.mp4 14.54 MB
06 Installation for Part 1/027 Mac or Linux Installing Anaconda.mp4 14.54 MB
13 Building an AI/068 Doom - Step 8.mp4 14.1 MB
13 Building an AI/073 Doom - Step 13.mp4 14.06 MB
06 Installation for Part 1/030 Getting Started.mp4 13.76 MB
16 A3C Intuition/082 Actor-Critic.mp4 13.69 MB
20 Annex 2 Convolutional Neural Networks/114 Step 1(b) - ReLU Layer.mp4 13.44 MB
12 Installation for Part 2/058 Installing Open AI Gym Walk Through (Mac Version).mp4 13.1 MB
08 Building an AI/045 Self Driving Car - Step 15.mp4 12.83 MB
05 Deep Q-Learning Intuition/019 Deep Q-Learning Intuition - Acting.mp4 12.76 MB
01 Welcome to the course/001 Why AI.mp4 12.57 MB
08 Building an AI/036 Self Driving Car - Step 6.mp4 11.8 MB
09 Playing with the AI/048 Self Driving Car - Level 2.mp4 11.8 MB
18 Building an AI/100 Breakout - Step 14.mp4 11.77 MB
08 Building an AI/037 Self Driving Car - Step 7.mp4 11.69 MB
08 Building an AI/035 Self Driving Car - Step 5.mp4 11.65 MB
18 Building an AI/097 Breakout - Step 11.mp4 11.17 MB
19 Annex 1 Artificial Neural Networks/110 Backpropagation.mp4 10.63 MB
13 Building an AI/067 Doom - Step 7.mp4 10.01 MB
13 Building an AI/072 Doom - Step 12.mp4 9.85 MB
01 Welcome to the course/002 Introduction.mp4 8.79 MB
13 Building an AI/069 Doom - Step 9.mp4 8.33 MB
20 Annex 2 Convolutional Neural Networks/118 Summary.mp4 7.8 MB
03 Q-Learning Intuition/006 Plan of Attack.mp4 6.8 MB
08 Building an AI/044 Self Driving Car - Step 14.mp4 6.77 MB
20 Annex 2 Convolutional Neural Networks/111 Plan of Attack.mp4 5.85 MB
16 A3C Intuition/080 Plan of Attack.mp4 5.81 MB
11 Deep Convolutional Q-Learning Intuition/053 Plan of Attack.mp4 5.52 MB
19 Annex 1 Artificial Neural Networks/103 Plan of Attack.mp4 4.71 MB
03 Q-Learning Intuition/009 The Plan.mp4 4.44 MB
05 Deep Q-Learning Intuition/017 Plan of Attack.mp4 3.73 MB
20 Annex 2 Convolutional Neural Networks/116 Step 3 - Flattening.mp4 3.16 MB
12 Installation for Part 2/058 OpenAI-Gym-Debug-Tips.pdf 168.41 KB
12 Installation for Part 2/059 OpenAI-Gym-Debug-Tips.pdf 168.41 KB
06 Installation for Part 1/029 AI-Updated-Debug-Tips.pdf 77.52 KB
12 Installation for Part 2/058 Common-Debug-Solutions-Doom.pdf 65.04 KB
12 Installation for Part 2/059 Common-Debug-Solutions-Doom.pdf 65.04 KB
12 Installation for Part 2/060 Gym-and-Doom-Debug-Tips.pdf 51.8 KB
14 Playing with the AI/078 Watching our AI play Doom-es.srt 33.52 KB
14 Playing with the AI/078 Watching our AI play Doom-it.srt 33.38 KB
14 Playing with the AI/078 Watching our AI play Doom-pt.srt 33.3 KB
14 Playing with the AI/078 Watching our AI play Doom-en.srt 32.97 KB
03 Q-Learning Intuition/008 The Bellman Equation-es.srt 31.39 KB
03 Q-Learning Intuition/008 The Bellman Equation-it.srt 31.3 KB
12 Installation for Part 2/058 Common-Debugging-Solutions-Pytorch.pdf 31.21 KB
03 Q-Learning Intuition/008 The Bellman Equation-en.srt 31.2 KB
03 Q-Learning Intuition/008 The Bellman Equation-pt.srt 30.76 KB
14 Playing with the AI/078 Watching our AI play Doom-tr.srt 30.69 KB
20 Annex 2 Convolutional Neural Networks/117 Step 4 - Full Connection-it.srt 30.2 KB
03 Q-Learning Intuition/014 Temporal Difference-it.srt 30.07 KB
03 Q-Learning Intuition/014 Temporal Difference-es.srt 30.01 KB
20 Annex 2 Convolutional Neural Networks/117 Step 4 - Full Connection-es.srt 29.89 KB
03 Q-Learning Intuition/014 Temporal Difference-en.srt 29.82 KB
20 Annex 2 Convolutional Neural Networks/117 Step 4 - Full Connection-en.srt 29.61 KB
20 Annex 2 Convolutional Neural Networks/117 Step 4 - Full Connection-pt.srt 29.45 KB
03 Q-Learning Intuition/014 Temporal Difference-pt.srt 29.39 KB
13 Building an AI/077 Doom - Step 17-es.srt 28.71 KB
13 Building an AI/077 Doom - Step 17-it.srt 28.45 KB
03 Q-Learning Intuition/008 The Bellman Equation-tr.srt 28.12 KB
03 Q-Learning Intuition/010 Markov Decision Process-es.srt 27.86 KB
13 Building an AI/077 Doom - Step 17-en.srt 27.76 KB
03 Q-Learning Intuition/010 Markov Decision Process-it.srt 27.76 KB
03 Q-Learning Intuition/010 Markov Decision Process-en.srt 27.69 KB
13 Building an AI/077 Doom - Step 17-pt.srt 27.51 KB
03 Q-Learning Intuition/010 Markov Decision Process-pt.srt 27.4 KB
20 Annex 2 Convolutional Neural Networks/119 Softmax Cross-Entropy-it.srt 26.7 KB
03 Q-Learning Intuition/014 Temporal Difference-tr.srt 26.69 KB
20 Annex 2 Convolutional Neural Networks/119 Softmax Cross-Entropy-es.srt 26.52 KB
20 Annex 2 Convolutional Neural Networks/119 Softmax Cross-Entropy-en.srt 26.2 KB
20 Annex 2 Convolutional Neural Networks/117 Step 4 - Full Connection-tr.srt 26.09 KB
19 Annex 1 Artificial Neural Networks/104 The Neuron-it.srt 25.93 KB
20 Annex 2 Convolutional Neural Networks/119 Softmax Cross-Entropy-pt.srt 25.9 KB
19 Annex 1 Artificial Neural Networks/104 The Neuron-en.srt 25.86 KB
19 Annex 1 Artificial Neural Networks/104 The Neuron-es.srt 25.8 KB
08 Building an AI/039 Self Driving Car - Step 9-it.srt 25.61 KB
08 Building an AI/039 Self Driving Car - Step 9-es.srt 25.54 KB
19 Annex 1 Artificial Neural Networks/104 The Neuron-pt.srt 25.48 KB
05 Deep Q-Learning Intuition/021 Action Selection Policies-it.srt 25.34 KB
05 Deep Q-Learning Intuition/021 Action Selection Policies-es.srt 25.23 KB
16 A3C Intuition/085 LSTM Layer-it.srt 25.03 KB
13 Building an AI/077 Doom - Step 17-tr.srt 24.97 KB
16 A3C Intuition/085 LSTM Layer-en.srt 24.83 KB
08 Building an AI/039 Self Driving Car - Step 9-en.srt 24.77 KB
05 Deep Q-Learning Intuition/021 Action Selection Policies-en.srt 24.76 KB
20 Annex 2 Convolutional Neural Networks/113 Step 1 - Convolution Operation-it.srt 24.76 KB
03 Q-Learning Intuition/010 Markov Decision Process-tr.srt 24.75 KB
20 Annex 2 Convolutional Neural Networks/113 Step 1 - Convolution Operation-es.srt 24.7 KB
08 Building an AI/039 Self Driving Car - Step 9-pt.srt 24.66 KB
07 Creating the environment/032 Self Driving Car - Step 2-es.srt 24.58 KB
16 A3C Intuition/085 LSTM Layer-es.srt 24.56 KB
05 Deep Q-Learning Intuition/020 Experience Replay-it.srt 24.5 KB
16 A3C Intuition/085 LSTM Layer-pt.srt 24.43 KB
05 Deep Q-Learning Intuition/020 Experience Replay-en.srt 24.4 KB
05 Deep Q-Learning Intuition/020 Experience Replay-es.srt 24.37 KB
07 Creating the environment/032 Self Driving Car - Step 2-it.srt 24.33 KB
05 Deep Q-Learning Intuition/021 Action Selection Policies-pt.srt 24.29 KB
05 Deep Q-Learning Intuition/020 Experience Replay-pt.srt 24.1 KB
20 Annex 2 Convolutional Neural Networks/113 Step 1 - Convolution Operation-en.srt 24.07 KB
07 Creating the environment/032 Self Driving Car - Step 2-en.srt 24.02 KB
20 Annex 2 Convolutional Neural Networks/113 Step 1 - Convolution Operation-pt.srt 23.92 KB
20 Annex 2 Convolutional Neural Networks/119 Softmax Cross-Entropy-tr.srt 23.76 KB
07 Creating the environment/032 Self Driving Car - Step 2-pt.srt 23.62 KB
05 Deep Q-Learning Intuition/018 Deep Q-Learning Intuition - Learning-it.srt 23.58 KB
05 Deep Q-Learning Intuition/018 Deep Q-Learning Intuition - Learning-es.srt 23.46 KB
16 A3C Intuition/084 Advantage-it.srt 23.46 KB
16 A3C Intuition/084 Advantage-en.srt 23.36 KB
16 A3C Intuition/084 Advantage-es.srt 23.21 KB
13 Building an AI/074 Doom - Step 14-es.srt 23.18 KB
05 Deep Q-Learning Intuition/018 Deep Q-Learning Intuition - Learning-en.srt 23.04 KB
08 Building an AI/041 Self Driving Car - Step 11-es.srt 23.03 KB
20 Annex 2 Convolutional Neural Networks/112 What are convolutional neural networks-it.srt 22.99 KB
13 Building an AI/074 Doom - Step 14-it.srt 22.96 KB
20 Annex 2 Convolutional Neural Networks/112 What are convolutional neural networks-es.srt 22.93 KB
05 Deep Q-Learning Intuition/018 Deep Q-Learning Intuition - Learning-pt.srt 22.89 KB
08 Building an AI/041 Self Driving Car - Step 11-it.srt 22.89 KB
20 Annex 2 Convolutional Neural Networks/112 What are convolutional neural networks-en.srt 22.87 KB
16 A3C Intuition/084 Advantage-pt.srt 22.85 KB
19 Annex 1 Artificial Neural Networks/104 The Neuron-tr.srt 22.71 KB
03 Q-Learning Intuition/013 Q-Learning Intuition-en.srt 22.67 KB
03 Q-Learning Intuition/013 Q-Learning Intuition-es.srt 22.64 KB
03 Q-Learning Intuition/015 Q-Learning Visualization-es.srt 22.63 KB
13 Building an AI/074 Doom - Step 14-en.srt 22.53 KB
20 Annex 2 Convolutional Neural Networks/112 What are convolutional neural networks-pt.srt 22.5 KB
03 Q-Learning Intuition/013 Q-Learning Intuition-it.srt 22.49 KB
08 Building an AI/039 Self Driving Car - Step 9-tr.srt 22.46 KB
03 Q-Learning Intuition/015 Q-Learning Visualization-pt.srt 22.35 KB
03 Q-Learning Intuition/011 Policy vs Plan-es.srt 22.31 KB
20 Annex 2 Convolutional Neural Networks/115 Step 2 - Pooling-it.srt 22.25 KB
03 Q-Learning Intuition/015 Q-Learning Visualization-it.srt 22.24 KB
13 Building an AI/074 Doom - Step 14-pt.srt 22.23 KB
03 Q-Learning Intuition/011 Policy vs Plan-it.srt 22.21 KB
20 Annex 2 Convolutional Neural Networks/115 Step 2 - Pooling-es.srt 22.2 KB
08 Building an AI/041 Self Driving Car - Step 11-en.srt 22.17 KB
03 Q-Learning Intuition/015 Q-Learning Visualization-en.srt 22.17 KB
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05 Deep Q-Learning Intuition/021 Action Selection Policies-tr.srt 22.16 KB
08 Building an AI/034 Self Driving Car - Step 4-es.srt 22.15 KB
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03 Q-Learning Intuition/011 Policy vs Plan-pt.srt 22.04 KB
08 Building an AI/041 Self Driving Car - Step 11-pt.srt 21.99 KB
20 Annex 2 Convolutional Neural Networks/113 Step 1 - Convolution Operation-tr.srt 21.98 KB
20 Annex 2 Convolutional Neural Networks/115 Step 2 - Pooling-en.srt 21.83 KB
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13 Building an AI/065 Doom - Step 5-en.srt 21.18 KB
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18 Building an AI/098 Breakout - Step 12-it.srt 21.09 KB
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03 Q-Learning Intuition/013 Q-Learning Intuition-tr.srt 20.33 KB
20 Annex 2 Convolutional Neural Networks/112 What are convolutional neural networks-tr.srt 20.32 KB
05 Deep Q-Learning Intuition/018 Deep Q-Learning Intuition - Learning-tr.srt 20.18 KB
19 Annex 1 Artificial Neural Networks/107 How do Neural Networks learn-es.srt 20.1 KB
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03 Q-Learning Intuition/011 Policy vs Plan-tr.srt 19.76 KB
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08 Building an AI/034 Self Driving Car - Step 4-tr.srt 19.28 KB
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19 Annex 1 Artificial Neural Networks/102 What is Deep Learning-es.srt 19.09 KB
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08 Building an AI/042 Self Driving Car - Step 12-it.srt 19.02 KB
06 Installation for Part 1/025 Windows Option 2 - Part A Installing Ubuntu on Windows-es.srt 18.91 KB
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19 Annex 1 Artificial Neural Networks/102 What is Deep Learning-en.srt 18.8 KB
03 Q-Learning Intuition/007 What is reinforcement learning-es.srt 18.8 KB
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16 A3C Intuition/083 Asynchronous-en.srt 18.76 KB
03 Q-Learning Intuition/007 What is reinforcement learning-en.srt 18.76 KB
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18 Building an AI/090 Breakout - Step 4-it.srt 18.66 KB
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06 Installation for Part 1/028 Installing-PyTorch-on-Windows.txt 77 B
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