[FreeTutorials.Us] Udemy - artificial-intelligence-az

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[FreeTutorials.Us] Udemy - artificial-intelligence-az

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种子哈希：eb59d0d6c618be1f732d5764375c7f9743268c63
文件大小： 2.43G
已经下载：596次
下载速度：极快
收录时间：2018-02-14
最近下载：2024-11-24

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文件列表

  • 01 Welcome to the course/001 Why AI.mp4 13.2 MB
  • 01 Welcome to the course/001 Why AI-subtitle-en.srt 8.6 kB
  • 01 Welcome to the course/002 Introduction.mp4 9.2 MB
  • 01 Welcome to the course/002 Introduction-subtitle-en.srt 5.8 kB
  • 01 Welcome to the course/003 Where to get the Materials.html 1.6 kB
  • 01 Welcome to the course/004 Some Additional Resources.html 1.8 kB
  • 02 ---------- Part 0 - Fundamentals Of Reinforcement Learning ----------/005 Welcome to Part 0 - Fundamentals of Reinforcement Learning.html 3.0 kB
  • 03 Q-Learning Intuition/006 Plan of Attack.mp4 7.1 MB
  • 03 Q-Learning Intuition/006 Plan of Attack-subtitle-en.srt 5.9 kB
  • 03 Q-Learning Intuition/007 What is reinforcement learning.mp4 21.2 MB
  • 03 Q-Learning Intuition/007 What is reinforcement learning-subtitle-en.srt 19.2 kB
  • 03 Q-Learning Intuition/008 The Bellman Equation.mp4 37.2 MB
  • 03 Q-Learning Intuition/008 The Bellman Equation-subtitle-en.srt 31.9 kB
  • 03 Q-Learning Intuition/009 The Plan.mp4 4.7 MB
  • 03 Q-Learning Intuition/009 The Plan-subtitle-en.srt 3.9 kB
  • 03 Q-Learning Intuition/010 Markov Decision Process.mp4 33.0 MB
  • 03 Q-Learning Intuition/010 Markov Decision Process-subtitle-en.srt 28.4 kB
  • 03 Q-Learning Intuition/011 Policy vs Plan.mp4 27.1 MB
  • 03 Q-Learning Intuition/011 Policy vs Plan-subtitle-en.srt 22.6 kB
  • 03 Q-Learning Intuition/012 Adding a Living Penalty.mp4 21.0 MB
  • 03 Q-Learning Intuition/012 Adding a Living Penalty-subtitle-en.srt 14.9 kB
  • 03 Q-Learning Intuition/013 Q-Learning Intuition.mp4 31.2 MB
  • 03 Q-Learning Intuition/013 Q-Learning Intuition-subtitle-en.srt 23.2 kB
  • 03 Q-Learning Intuition/014 Temporal Difference.mp4 40.5 MB
  • 03 Q-Learning Intuition/014 Temporal Difference-subtitle-en.srt 30.5 kB
  • 03 Q-Learning Intuition/015 Q-Learning Visualization.mp4 51.9 MB
  • 03 Q-Learning Intuition/015 Q-Learning Visualization-subtitle-en.srt 22.7 kB
  • 04 ---------- Part 1 - Self-Driving Car (Deep Q-Learning) ----------/016 Welcome to Part 1 - Self-Driving Car (Deep Q-Learning).html 2.3 kB
  • 05 Deep Q-Learning Intuition/017 Plan of Attack.mp4 3.9 MB
  • 05 Deep Q-Learning Intuition/017 Plan of Attack-subtitle-en.srt 3.8 kB
  • 05 Deep Q-Learning Intuition/018 Deep Q-Learning Intuition - Learning.mp4 32.5 MB
  • 05 Deep Q-Learning Intuition/018 Deep Q-Learning Intuition - Learning-subtitle-en.srt 23.6 kB
  • 05 Deep Q-Learning Intuition/019 Deep Q-Learning Intuition - Acting.mp4 13.4 MB
  • 05 Deep Q-Learning Intuition/019 Deep Q-Learning Intuition - Acting-subtitle-en.srt 10.2 kB
  • 05 Deep Q-Learning Intuition/020 Experience Replay.mp4 33.8 MB
  • 05 Deep Q-Learning Intuition/020 Experience Replay-subtitle-en.srt 25.0 kB
  • 05 Deep Q-Learning Intuition/021 Action Selection Policies.mp4 36.6 MB
  • 05 Deep Q-Learning Intuition/021 Action Selection Policies-subtitle-en.srt 25.4 kB
  • 06 Installation for Part 1/022 Plan of Attack (Practical Tutorials).html 2.1 kB
  • 06 Installation for Part 1/023 Where to get the Materials.html 1.6 kB
  • 06 Installation for Part 1/024 Windows Option 1 End-to-End installation steps.html 2.6 kB
  • 06 Installation for Part 1/025 Windows Option 2 - Part A Installing Ubuntu on Windows.mp4 58.0 MB
  • 06 Installation for Part 1/025 Windows Option 2 - Part A Installing Ubuntu on Windows-subtitle-en.srt 19.1 kB
  • 06 Installation for Part 1/026 Windows Option 2 - Part B Installing PyTorch and Kivy on your Ubuntu VM.html 1.8 kB
  • 06 Installation for Part 1/027 Mac or Linux Installing Anaconda.mp4 15.2 MB
  • 06 Installation for Part 1/027 Mac or Linux Installing Anaconda-subtitle-en.srt 11.8 kB
  • 06 Installation for Part 1/028 Mac or Linux Installing PyTorch and Kivy.mp4 17.5 MB
  • 06 Installation for Part 1/028 Mac or Linux Installing PyTorch and Kivy-subtitle-en.srt 10.6 kB
  • 06 Installation for Part 1/029 Kivy-Debug-Tips-for-Mac-OS.pdf 51.3 kB
  • 06 Installation for Part 1/029 Kivy Installation Walk Through Mac.mp4 9.5 MB
  • 06 Installation for Part 1/029 Kivy Installation Walk Through Mac-subtitle-en.srt 5.6 kB
  • 06 Installation for Part 1/030 Kivy Installation Walk Through Linux.mp4 5.2 MB
  • 06 Installation for Part 1/030 Kivy Installation Walk Through Linux-subtitle-en.srt 4.0 kB
  • 06 Installation for Part 1/031 Getting Started.mp4 14.4 MB
  • 06 Installation for Part 1/031 Getting Started-subtitle-en.srt 9.5 kB
  • 06 Installation for Part 1/external_links.txt 118 Bytes
  • 07 Creating the environment/032 Self Driving Car - Step 1.mp4 23.2 MB
  • 07 Creating the environment/032 Self Driving Car - Step 1-subtitle-en.srt 14.2 kB
  • 07 Creating the environment/033 Self Driving Car - Step 2.mp4 46.5 MB
  • 07 Creating the environment/033 Self Driving Car - Step 2-subtitle-en.srt 24.6 kB
  • 08 Building an AI/034 Self Driving Car - Step 3.mp4 16.6 MB
  • 08 Building an AI/034 Self Driving Car - Step 3-subtitle-en.srt 9.5 kB
  • 08 Building an AI/035 Self Driving Car - Step 4.mp4 28.4 MB
  • 08 Building an AI/035 Self Driving Car - Step 4-subtitle-en.srt 22.3 kB
  • 08 Building an AI/036 Self Driving Car - Step 5.mp4 12.2 MB
  • 08 Building an AI/036 Self Driving Car - Step 5-subtitle-en.srt 9.4 kB
  • 08 Building an AI/037 Self Driving Car - Step 6.mp4 12.4 MB
  • 08 Building an AI/037 Self Driving Car - Step 6-subtitle-en.srt 8.9 kB
  • 08 Building an AI/038 Self Driving Car - Step 7.mp4 12.3 MB
  • 08 Building an AI/038 Self Driving Car - Step 7-subtitle-en.srt 8.9 kB
  • 08 Building an AI/039 Self Driving Car - Step 8.mp4 23.9 MB
  • 08 Building an AI/039 Self Driving Car - Step 8-subtitle-en.srt 16.0 kB
  • 08 Building an AI/040 Self Driving Car - Step 9.mp4 38.3 MB
  • 08 Building an AI/040 Self Driving Car - Step 9-subtitle-en.srt 25.4 kB
  • 08 Building an AI/041 Self Driving Car - Step 10.mp4 31.0 MB
  • 08 Building an AI/041 Self Driving Car - Step 10-subtitle-en.srt 20.9 kB
  • 08 Building an AI/042 Self Driving Car - Step 11.mp4 35.8 MB
  • 08 Building an AI/042 Self Driving Car - Step 11-subtitle-en.srt 22.7 kB
  • 08 Building an AI/043 Self Driving Car - Step 12.mp4 34.0 MB
  • 08 Building an AI/043 Self Driving Car - Step 12-subtitle-en.srt 18.8 kB
  • 08 Building an AI/044 Self Driving Car - Step 13.mp4 32.1 MB
  • 08 Building an AI/044 Self Driving Car - Step 13-subtitle-en.srt 17.7 kB
  • 08 Building an AI/045 Self Driving Car - Step 14.mp4 7.1 MB
  • 08 Building an AI/045 Self Driving Car - Step 14-subtitle-en.srt 4.5 kB
  • 08 Building an AI/046 Self Driving Car - Step 15.mp4 13.5 MB
  • 08 Building an AI/046 Self Driving Car - Step 15-subtitle-en.srt 8.5 kB
  • 08 Building an AI/047 Self Driving Car - Step 16.mp4 19.0 MB
  • 08 Building an AI/047 Self Driving Car - Step 16-subtitle-en.srt 10.3 kB
  • 09 Playing with the AI/048 Self Driving Car - Level 1.mp4 23.4 MB
  • 09 Playing with the AI/048 Self Driving Car - Level 1-subtitle-en.srt 14.8 kB
  • 09 Playing with the AI/049 Self Driving Car - Level 2.mp4 12.4 MB
  • 09 Playing with the AI/049 Self Driving Car - Level 2-subtitle-en.srt 7.4 kB
  • 09 Playing with the AI/050 Self Driving Car - Level 3.mp4 19.4 MB
  • 09 Playing with the AI/050 Self Driving Car - Level 3-subtitle-en.srt 8.6 kB
  • 09 Playing with the AI/051 Self Driving Car - Level 4.mp4 73.2 MB
  • 09 Playing with the AI/051 Self Driving Car - Level 4-subtitle-en.srt 7.6 kB
  • 09 Playing with the AI/052 Challenge Solutions.html 1.6 kB
  • 10 ---------- Part 2 - Doom (Deep Convolutional Q-Learning) ----------/053 Welcome to Part 2 - Doom (Deep Convolutional Q-Learning).html 2.1 kB
  • 11 Deep Convolutional Q-Learning Intuition/054 Plan of Attack.mp4 5.8 MB
  • 11 Deep Convolutional Q-Learning Intuition/054 Plan of Attack-subtitle-en.srt 5.1 kB
  • 11 Deep Convolutional Q-Learning Intuition/055 Deep Convolutional Q-Learning Intuition.mp4 16.3 MB
  • 11 Deep Convolutional Q-Learning Intuition/055 Deep Convolutional Q-Learning Intuition-subtitle-en.srt 11.1 kB
  • 11 Deep Convolutional Q-Learning Intuition/056 Eligibility Trace.mp4 16.8 MB
  • 11 Deep Convolutional Q-Learning Intuition/056 Eligibility Trace-subtitle-en.srt 13.5 kB
  • 12 Installation for Part 2/057 Where to get the Materials.html 1.6 kB
  • 12 Installation for Part 2/058 Installing Open AI Gym and ppaquette.html 3.0 kB
  • 12 Installation for Part 2/059 Installing Open AI Gym Walk Through (Mac Version).mp4 13.7 MB
  • 12 Installation for Part 2/059 Installing Open AI Gym Walk Through (Mac Version)-subtitle-en.srt 6.9 kB
  • 12 Installation for Part 2/059 OpenAI-Gym-Debug-Tips.pdf 172.5 kB
  • 12 Installation for Part 2/060 Common-Debug-Solutions-Doom.pdf 66.6 kB
  • 12 Installation for Part 2/060 Installing Open AI Gym Walk Through (Ubuntu Version).mp4 21.0 MB
  • 12 Installation for Part 2/060 Installing Open AI Gym Walk Through (Ubuntu Version)-subtitle-en.srt 7.3 kB
  • 13 Building an AI/061 Doom - Step 1.mp4 30.9 MB
  • 13 Building an AI/061 Doom - Step 1-subtitle-en.srt 9.1 kB
  • 13 Building an AI/062 Doom - Step 2.mp4 19.3 MB
  • 13 Building an AI/062 Doom - Step 2-subtitle-en.srt 15.3 kB
  • 13 Building an AI/063 Doom - Step 3.mp4 19.7 MB
  • 13 Building an AI/063 Doom - Step 3-subtitle-en.srt 14.8 kB
  • 13 Building an AI/064 Doom - Step 4.mp4 22.5 MB
  • 13 Building an AI/064 Doom - Step 4-subtitle-en.srt 16.4 kB
  • 13 Building an AI/065 Doom - Step 5.mp4 31.5 MB
  • 13 Building an AI/065 Doom - Step 5-subtitle-en.srt 21.7 kB
  • 13 Building an AI/066 Doom - Step 6.mp4 15.3 MB
  • 13 Building an AI/066 Doom - Step 6-subtitle-en.srt 10.0 kB
  • 13 Building an AI/067 Doom - Step 7.mp4 10.5 MB
  • 13 Building an AI/067 Doom - Step 7-subtitle-en.srt 7.0 kB
  • 13 Building an AI/068 Doom - Step 8.mp4 14.8 MB
  • 13 Building an AI/068 Doom - Step 8-subtitle-en.srt 10.6 kB
  • 13 Building an AI/069 Doom - Step 9.mp4 8.7 MB
  • 13 Building an AI/069 Doom - Step 9-subtitle-en.srt 5.7 kB
  • 13 Building an AI/070 Doom - Step 10.mp4 20.2 MB
  • 13 Building an AI/070 Doom - Step 10-subtitle-en.srt 12.2 kB
  • 13 Building an AI/071 Doom - Step 11.mp4 20.8 MB
  • 13 Building an AI/071 Doom - Step 11-subtitle-en.srt 10.1 kB
  • 13 Building an AI/072 Doom - Step 12.mp4 10.3 MB
  • 13 Building an AI/072 Doom - Step 12-subtitle-en.srt 6.6 kB
  • 13 Building an AI/073 Doom - Step 13.mp4 14.7 MB
  • 13 Building an AI/073 Doom - Step 13-subtitle-en.srt 10.2 kB
  • 13 Building an AI/074 Doom - Step 14.mp4 39.4 MB
  • 13 Building an AI/074 Doom - Step 14-subtitle-en.srt 23.1 kB
  • 13 Building an AI/075 Doom - Step 15.mp4 20.1 MB
  • 13 Building an AI/075 Doom - Step 15-subtitle-en.srt 12.2 kB
  • 13 Building an AI/076 Doom - Step 16.mp4 24.7 MB
  • 13 Building an AI/076 Doom - Step 16-subtitle-en.srt 15.1 kB
  • 13 Building an AI/077 Doom - Step 17.mp4 47.8 MB
  • 13 Building an AI/077 Doom - Step 17-subtitle-en.srt 28.4 kB
  • 14 Playing with the AI/078 Watching our AI play Doom.mp4 162.5 MB
  • 14 Playing with the AI/078 Watching our AI play Doom-subtitle-en.srt 33.8 kB
  • 15 ---------- Part 3 - Breakout (A3C) ----------/079 Welcome to Part 3 - Breakout (A3C).html 2.0 kB
  • 16 A3C Intuition/080 Plan of Attack.mp4 6.1 MB
  • 16 A3C Intuition/080 Plan of Attack-subtitle-en.srt 5.6 kB
  • 16 A3C Intuition/081 The three As in A3C.mp4 40.6 MB
  • 16 A3C Intuition/081 The three As in A3C-subtitle-en.srt 7.0 kB
  • 16 A3C Intuition/082 Actor-Critic.mp4 14.4 MB
  • 16 A3C Intuition/082 Actor-Critic-subtitle-en.srt 10.8 kB
  • 16 A3C Intuition/083 Asynchronous.mp4 25.0 MB
  • 16 A3C Intuition/083 Asynchronous-subtitle-en.srt 19.2 kB
  • 16 A3C Intuition/084 Advantage.mp4 33.5 MB
  • 16 A3C Intuition/084 Advantage-subtitle-en.srt 23.9 kB
  • 16 A3C Intuition/085 LSTM Layer.mp4 32.5 MB
  • 16 A3C Intuition/085 LSTM Layer-subtitle-en.srt 25.4 kB
  • 17 Installation for Part 3/086 Installing OpenCV.html 1.5 kB
  • 18 Building an AI/087 Breakout - Step 1.mp4 26.2 MB
  • 18 Building an AI/087 Breakout - Step 1-subtitle-en.srt 16.3 kB
  • 18 Building an AI/088 Breakout - Step 2.mp4 15.3 MB
  • 18 Building an AI/088 Breakout - Step 2-subtitle-en.srt 12.4 kB
  • 18 Building an AI/089 Breakout - Step 3.mp4 25.3 MB
  • 18 Building an AI/089 Breakout - Step 3-subtitle-en.srt 16.6 kB
  • 18 Building an AI/090 Breakout - Step 4.mp4 28.5 MB
  • 18 Building an AI/090 Breakout - Step 4-subtitle-en.srt 18.7 kB
  • 18 Building an AI/091 Breakout - Step 5.mp4 25.9 MB
  • 18 Building an AI/091 Breakout - Step 5-subtitle-en.srt 15.6 kB
  • 18 Building an AI/092 Breakout - Step 6.mp4 28.4 MB
  • 18 Building an AI/092 Breakout - Step 6-subtitle-en.srt 17.9 kB
  • 18 Building an AI/093 Breakout - Step 7.mp4 20.7 MB
  • 18 Building an AI/093 Breakout - Step 7-subtitle-en.srt 11.8 kB
  • 18 Building an AI/094 Breakout - Step 8.mp4 23.9 MB
  • 18 Building an AI/094 Breakout - Step 8-subtitle-en.srt 16.9 kB
  • 18 Building an AI/095 Breakout - Step 9.mp4 25.6 MB
  • 18 Building an AI/095 Breakout - Step 9-subtitle-en.srt 16.0 kB
  • 18 Building an AI/096 Breakout - Step 10.mp4 19.1 MB
  • 18 Building an AI/096 Breakout - Step 10-subtitle-en.srt 11.1 kB
  • 18 Building an AI/097 Breakout - Step 11.mp4 11.7 MB
  • 18 Building an AI/097 Breakout - Step 11-subtitle-en.srt 7.2 kB
  • 18 Building an AI/098 Breakout - Step 12.mp4 36.1 MB
  • 18 Building an AI/098 Breakout - Step 12-subtitle-en.srt 21.1 kB
  • 18 Building an AI/099 Breakout - Step 13.mp4 20.3 MB
  • 18 Building an AI/099 Breakout - Step 13-subtitle-en.srt 12.5 kB
  • 18 Building an AI/100 Breakout - Step 14.mp4 12.3 MB
  • 18 Building an AI/100 Breakout - Step 14-subtitle-en.srt 8.0 kB
  • 18 Building an AI/101 Breakout - Step 15.mp4 95.1 MB
  • 18 Building an AI/101 Breakout - Step 15-subtitle-en.srt 14.7 kB
  • 19 Annex 1 Artificial Neural Networks/102 What is Deep Learning.mp4 29.7 MB
  • 19 Annex 1 Artificial Neural Networks/102 What is Deep Learning-subtitle-en.srt 19.3 kB
  • 19 Annex 1 Artificial Neural Networks/103 Plan of Attack.mp4 4.9 MB
  • 19 Annex 1 Artificial Neural Networks/103 Plan of Attack-subtitle-en.srt 4.2 kB
  • 19 Annex 1 Artificial Neural Networks/104 The Neuron.mp4 30.2 MB
  • 19 Annex 1 Artificial Neural Networks/104 The Neuron-subtitle-en.srt 26.5 kB
  • 19 Annex 1 Artificial Neural Networks/105 The Activation Function.mp4 15.2 MB
  • 19 Annex 1 Artificial Neural Networks/105 The Activation Function-subtitle-en.srt 12.8 kB
  • 19 Annex 1 Artificial Neural Networks/106 How do Neural Networks work.mp4 23.7 MB
  • 19 Annex 1 Artificial Neural Networks/106 How do Neural Networks work-subtitle-en.srt 20.3 kB
  • 19 Annex 1 Artificial Neural Networks/107 How do Neural Networks learn.mp4 26.7 MB
  • 19 Annex 1 Artificial Neural Networks/107 How do Neural Networks learn-subtitle-en.srt 20.1 kB
  • 19 Annex 1 Artificial Neural Networks/108 Gradient Descent.mp4 19.0 MB
  • 19 Annex 1 Artificial Neural Networks/108 Gradient Descent-subtitle-en.srt 14.9 kB
  • 19 Annex 1 Artificial Neural Networks/109 Stochastic Gradient Descent.mp4 17.1 MB
  • 19 Annex 1 Artificial Neural Networks/109 Stochastic Gradient Descent-subtitle-en.srt 12.9 kB
  • 19 Annex 1 Artificial Neural Networks/110 Backpropagation.mp4 11.1 MB
  • 19 Annex 1 Artificial Neural Networks/110 Backpropagation-subtitle-en.srt 7.5 kB
  • 20 Annex 2 Convolutional Neural Networks/111 Plan of Attack.mp4 6.1 MB
  • 20 Annex 2 Convolutional Neural Networks/111 Plan of Attack-subtitle-en.srt 5.6 kB
  • 20 Annex 2 Convolutional Neural Networks/112 What are convolutional neural networks.mp4 29.6 MB
  • 20 Annex 2 Convolutional Neural Networks/112 What are convolutional neural networks-subtitle-en.srt 23.4 kB
  • 20 Annex 2 Convolutional Neural Networks/113 Step 1 - Convolution Operation.mp4 31.4 MB
  • 20 Annex 2 Convolutional Neural Networks/113 Step 1 - Convolution Operation-subtitle-en.srt 24.6 kB
  • 20 Annex 2 Convolutional Neural Networks/114 Step 1(b) - ReLU Layer.mp4 14.1 MB
  • 20 Annex 2 Convolutional Neural Networks/114 Step 1(b) - ReLU Layer-subtitle-en.srt 9.8 kB
  • 20 Annex 2 Convolutional Neural Networks/115 Step 2 - Pooling.mp4 35.1 MB
  • 20 Annex 2 Convolutional Neural Networks/115 Step 2 - Pooling-subtitle-en.srt 22.4 kB
  • 20 Annex 2 Convolutional Neural Networks/116 Step 3 - Flattening.mp4 3.3 MB
  • 20 Annex 2 Convolutional Neural Networks/116 Step 3 - Flattening-subtitle-en.srt 2.7 kB
  • 20 Annex 2 Convolutional Neural Networks/117 Step 4 - Full Connection.mp4 42.1 MB
  • 20 Annex 2 Convolutional Neural Networks/117 Step 4 - Full Connection-subtitle-en.srt 30.3 kB
  • 20 Annex 2 Convolutional Neural Networks/118 Summary.mp4 8.2 MB
  • 20 Annex 2 Convolutional Neural Networks/118 Summary-subtitle-en.srt 6.4 kB
  • 20 Annex 2 Convolutional Neural Networks/119 Softmax Cross-Entropy.mp4 34.2 MB
  • 20 Annex 2 Convolutional Neural Networks/119 Softmax Cross-Entropy-subtitle-en.srt 26.8 kB
  • 21 Bonus Lectures/120 YOUR SPECIAL BONUS.html 3.4 kB
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