Udemy - Artificial Intelligence A-Z : Learn How To Build An AI

  • Category Other
  • Type Tutorials
  • Language English
  • Total size 2.4 GB
  • Uploaded By tutsgalaxy
  • Downloads 2672
  • Last checked 3 days ago
  • Date uploaded 7 years ago
  • Seeders 10
  • Leechers 5

Infohash : DD5271C6C212E8335BAED0A808CB811F1EB54A54




Requirements

Only High School Maths

Description
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

Files:

Artificial Intelligence A-Z Learn How To Build An AI
  • TutsGalaxy.com.txt (0.0 KB)
    • [Tutsgalaxy.com] - Artificial Intelligence A-Z - Learn How To Build An AI
    • TutsGalaxy.com.txt (0.0 KB)
      • 06 Installation for Part 1
      • external_links.txt (0.1 KB)
      • 023 Where to get the Materials.html (1.5 KB)
      • 026 Windows Option 2 - Part B Installing PyTorch and Kivy on your Ubuntu VM.html (1.7 KB)
      • 022 Plan of Attack (Practical Tutorials).html (2.0 KB)
      • 024 Windows Option 1 End-to-End installation steps.html (2.6 KB)
      • 030 Kivy Installation Walk Through Linux-subtitle-en.srt (3.9 KB)
      • 029 Kivy Installation Walk Through Mac-subtitle-en.srt (5.5 KB)
      • 031 Getting Started-subtitle-en.srt (9.3 KB)
      • 028 Mac or Linux Installing PyTorch and Kivy-subtitle-en.srt (10.3 KB)
      • 027 Mac or Linux Installing Anaconda-subtitle-en.srt (11.5 KB)
      • 025 Windows Option 2 - Part A Installing Ubuntu on Windows-subtitle-en.srt (18.6 KB)
      • 029 Kivy-Debug-Tips-for-Mac-OS.pdf (50.1 KB)
      • 030 Kivy Installation Walk Through Linux.mp4 (5.0 MB)
      • 029 Kivy Installation Walk Through Mac.mp4 (9.0 MB)
      • 031 Getting Started.mp4 (13.8 MB)
      • 027 Mac or Linux Installing Anaconda.mp4 (14.5 MB)
      • 028 Mac or Linux Installing PyTorch and Kivy.mp4 (16.7 MB)
      • 025 Windows Option 2 - Part A Installing Ubuntu on Windows.mp4 (55.4 MB)
      17 Installation for Part 3
      • 086 Installing OpenCV.html (1.5 KB)
      09 Playing with the AI
      • 052 Challenge Solutions.html (1.5 KB)
      • 049 Self Driving Car - Level 2-subtitle-en.srt (7.3 KB)
      • 051 Self Driving Car - Level 4-subtitle-en.srt (7.4 KB)
      • 050 Self Driving Car - Level 3-subtitle-en.srt (8.4 KB)
      • 048 Self Driving Car - Level 1-subtitle-en.srt (14.4 KB)
      • 049 Self Driving Car - Level 2.mp4 (11.8 MB)
      • 050 Self Driving Car - Level 3.mp4 (18.5 MB)
      • 048 Self Driving Car - Level 1.mp4 (22.3 MB)
      • 051 Self Driving Car - Level 4.mp4 (69.8 MB)
      01 Welcome to the course
      • 003 Where to get the Materials.html (1.5 KB)
      • 004 Some Additional Resources.html (1.8 KB)
      • 002 Introduction-subtitle-en.srt (5.6 KB)
      • 001 Why AI-subtitle-en.srt (8.4 KB)
      • 002 Introduction.mp4 (8.8 MB)
      • 001 Why AI.mp4 (12.6 MB)
      12 Installation for Part 2
      • 057 Where to get the Materials.html (1.6 KB)
      • 058 Installing Open AI Gym and ppaquette.html (2.9 KB)
      • 059 Installing Open AI Gym Walk Through (Mac Version)-subtitle-en.srt (6.8 KB)
      • 060 Installing Open AI Gym Walk Through (Ubuntu Version)-subtitle-en.srt (7.2 KB)
      • 060 Common-Debug-Solutions-Doom.pdf (65.0 KB)
      • 059 OpenAI-Gym-Debug-Tips.pdf (168.4 KB)
      • 059 Installing Open AI Gym Walk Through (Mac Version).mp4 (13.1 MB)
      • 060 Installing Open AI Gym Walk Through (Ubuntu Version).mp4 (20.0 MB)
      15 ---------- Part 3 - Breakout (A3C) ----------
      • 079 Welcome to Part 3 - Breakout (A3C).html (2.0 KB)
      10 ---------- Part 2 - Doom (Deep Convolutional Q-Learning) ----------
      • 053 Welcome to Part 2 - Doom (Deep Convolutional Q-Learning).html (2.0 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)
      20 Annex 2 Convolutional Neural Networks
      • 116 Step 3 - Flattening-subtitle-en.srt (2.6 KB)
      • 111 Plan of Attack-subtitle-en.srt (5.4 KB)
      • 118 Summary-subtitle-en.srt (6.2 KB)
      • 114 Step 1(b) - ReLU Layer-subtitle-en.srt (9.5 KB)
      • 115 Step 2 - Pooling-subtitle-en.srt (21.8 KB)
      • 112 What are convolutional neural networks-subtitle-en.srt (22.9 KB)
      • 113 Step 1 - Convolution Operation-subtitle-en.srt (24.1 KB)
      • 119 Softmax Cross-Entropy-subtitle-en.srt (26.2 KB)
      • 117 Step 4 - Full Connection-subtitle-en.srt (29.6 KB)
      • 116 Step 3 - Flattening.mp4 (3.2 MB)
      • 111 Plan of Attack.mp4 (5.8 MB)
      • 118 Summary.mp4 (7.8 MB)
      • 114 Step 1(b) - ReLU Layer.mp4 (13.4 MB)
      • 112 What are convolutional neural networks.mp4 (28.3 MB)
      • 113 Step 1 - Convolution Operation.mp4 (29.9 MB)
      • 119 Softmax Cross-Entropy.mp4 (32.6 MB)
      • 115 Step 2 - Pooling.mp4 (33.5 MB)
      • 117 Step 4 - Full Connection.mp4 (40.2 MB)
      02 ---------- Part 0 - Fundamentals Of Reinforcement Learning ----------
      • 005 Welcome to Part 0 - Fundamentals of Reinforcement Learning.html (2.9 KB)
      21 Bonus Lectures
      • 120 YOUR SPECIAL BONUS.html (3.3 KB)
      05 Deep Q-Learning Intuition
      • 017 Plan of Attack-subtitle-en.srt (3.7 KB)
      • 019 Deep Q-Learning Intuition - Acting-subtitle-en.srt (10.0 KB)
      • 018 Deep Q-Learning Intuition - Learning-subtitle-en.srt (23.0 KB)
      • 020 Experience Replay-subtitle-en.srt (24.4 KB)
      • 021 Action Selection Policies-subtitle-en.srt (24.8 KB)
      • 017 Plan of Attack.mp4 (3.7 MB)
      • 019 Deep Q-Learning Intuition - Acting.mp4 (12.8 MB)
      • 018 Deep Q-Learning Intuition - Learning.mp4 (31.0 MB)
      • 020 Experience Replay.mp4 (32.2 MB)
      • 021 Action Selection Policies.mp4 (34.9 MB)
      03 Q-Learning Intuition
      • 009 The Plan-subtitle-en.srt (3.8 KB)
      • 006 Plan of Attack-subtitle-en.srt (5.8 KB)
      • 012 Adding a Living Penalty-subtitle-en.srt (14.6 KB)
      • 007 What is reinforcement learning-subtitle-en.srt (18.8 KB)
      • 011 Policy vs Plan-subtitle-en.srt (22.1 KB)
      • 015 Q-Learning Visualization-subtitle-en.srt (22.2 KB)
      • 013 Q-Learning Intuition-subtitle-en.srt (22.7 KB)
      • 010 Markov Decision Process-subtitle-en.srt (27.7 KB)
      • 014 Temporal Difference-subtitle-en.srt (29.8 KB)
      • 008 The Bellman Equation-subtitle-en.srt (31.2 KB)
      • 009 The Plan.mp4 (4.4 MB)
      • 006 Plan of Attack.mp4 (6.8 MB)
      • 012 Adding a Living Penalty.mp4 (20.0 MB)
      • 007 What is reinforcement learning.mp4 (20.3 MB)
      • 011 Policy vs Plan.mp4 (25.9 MB)
      • 013 Q-Learning Intuition.mp4 (29.8 MB)
      • 010 Markov Decision Process.mp4 (31.5 MB)
      • 008 The Bellman Equation.mp4 (35.5 MB)
      • 014 Temporal Difference.mp4 (38.6 MB)
      • 015 Q-Learning Visualization.mp4 (49.5 MB)
      19 Annex 1 Artificial Neural Networks
      • 103 Plan of Attack-subtitle-en.srt (4.1 KB)
      • 110 Backpropagation-subtitle-en.srt (7.4 KB)
      • 105 The Activation Function-subtitle-en.srt (12.5 KB)
      • 109 Stochastic Gradient Descent-subtitle-en.srt (12.6 KB)
      • 108 Gradient Descent-subtitle-en.srt (14.6 KB)
      • 102 What is Deep Learning-subtitle-en.srt (18.8 KB)
      • 107 How do Neural Networks learn-subtitle-en.srt (19.7 KB)
      • 106 How do Neural Networks work-subtitle-en.srt (19.8 KB)
      • 104 The Neuron-subtitle-en.srt (25.9 KB)
      • 103 Plan of Attack.mp4 (4.7 MB)
      • 110 Backpropagation.mp4 (10.6 MB)
      • 105 The Activation Function.mp4 (14.5 MB)
      • 109 Stochastic Gradient Descent.mp4 (16.3 MB)
      • 108 Gradient Descent.mp4 (18.1 MB)
      • 106 How do Neural Networks work.mp4 (22.6 MB)
      • 107 How do Neural Networks learn.mp4 (25.5 MB)
      • 102 What is Deep Learning.mp4 (28.4 MB)
      • 104 The Neuron.mp4 (28.8 MB)
      08 Building an AI
      • 045 Self Driving Car - Step 14-subtitle-en.srt (4.4 KB)
      • 046 Self Driving Car - Step 15-subtitle-en.srt (8.3 KB)
      • 038 Self Driving Car - Step 7-subtitle-en.srt (8.7 KB)
      • 037 Self Driving Car - Step 6-subtitle-en.srt (8.7 KB)
      • 036 Self Driving Car - Step 5-subtitle-en.srt (9.2 KB)
      • 034 Self Driving Car - Step 3-subtitle-en.srt (9.3 KB)
      • 047 Self Driving Car - Step 16-subtitle-en.srt (10.1 KB)
      • 039 Self Driving Car - Step 8-subtitle-en.srt (15.6 KB)
      • 044 Self Driving Car - Step 13-subtitle-en.srt (17.3 KB)
      • 043 Self Driving Car - Step 12-subtitle-en.srt (18.4 KB)
      • 041 Self Driving Car - Step 10-subtitle-en.srt (20.5 KB)
      • 035 Self Driving Car - Step 4-subtitle-en.srt (21.8 KB)
      • 042 Self Driving Car - Step 11-subtitle-en.srt (22.2 KB)
      • 040 Self Driving Car - Step 9-subtitle-en.srt (24.8 KB)
      • 045 Self Driving Car - Step 14.mp4 (6.8 MB)
      • 036 Self Driving Car - Step 5.mp4 (11.6 MB)
      • 038 Self Driving Car - Step 7.mp4 (11.7 MB)
      • 037 Self Driving Car - Step 6.mp4 (11.8 MB)
      • 046 Self Driving Car - Step 15.mp4 (12.8 MB)
      • 034 Self Driving Car - Step 3.mp4 (15.8 MB)
      • 047 Self Driving Car - Step 16.mp4 (18.1 MB)
      • 039 Self Driving Car - Step 8.mp4 (22.8 MB)
      • 035 Self Driving Car - Step 4.mp4 (27.1 MB)
      • 041 Self Driving Car - Step 10.mp4 (29.5 MB)
      • 044 Self Driving Car - Step 13.mp4 (30.6 MB)
      • 043 Self Driving Car - Step 12.mp4 (32.4 MB)
      • 042 Self Driving Car - Step 11.mp4 (34.1 MB)
      • 040 Self Driving Car - Step 9.mp4 (36.6 MB)
      11 Deep Convolutional Q-Learning Intuition
      • 054 Plan of Attack-subtitle-en.srt (5.0 KB)
      • 055 Deep Convolutional Q-Learning Intuition-subtitle-en.srt (10.8 KB)
      • 056 Eligibility Trace-subtitle-en.srt (13.2 KB)
      • 054 Plan of Attack.mp4 (5.5 MB)
      • 055 Deep Convolutional Q-Learning Intuition.mp4 (15.6 MB)
      • 056 Eligibility Trace.mp4 (16.0 MB)
      16 A3C Intuition
      • 080 Plan of Attack-subtitle-en.srt (5.5 KB)
      • 081 The three As in A3C-subtitle-en.srt (6.9 KB)
      • 082 Actor-Critic-subtitle-en.srt (10.5 KB)
      • 083 Asynchronous-subtitle-en.srt (18.8 KB)
      • 084 Advantage-subtitle-en.srt (23.4 KB)
      • 085 LSTM Layer-subtitle-en.srt (24.8 KB)
      • 080 Plan of Attack.mp4 (5.8 MB)
      • 082 Actor-Critic.mp4 (13.7 MB)
      • 083 Asynchronous.mp4 (23.9 MB)
      • 085 LSTM Layer.mp4 (31.0 MB)
      • 084 Advantage.mp4 (31.9 MB)
      • 081 The three As in A3C.mp4 (38.7 MB)
      13 Building an AI
      • 069 Doom - Step 9-subtitle-en.srt (5.6 KB)
      • 072 Doom - Step 12-subtitle-en.srt (6.5 KB)
      • 067 Doom - Step 7-subtitle-en.srt (6.9 KB)
      • 061 Doom - Step 1-subtitle-en.srt (8.9 KB)
      • 066 Doom - Step 6-subtitle-en.srt (9.7 KB)
      • 071 Doom - Step 11-subtitle-en.srt (9.9 KB)
      • 073 Doom - Step 13-subtitle-en.srt (10.0 KB)
      • 068 Doom - Step 8-subtitle-en.srt (10.4 KB)
      • 075 Doom - Step 15-subtitle-en.srt (11.9 KB)
      • 070 Doom - Step 10-subtitle-en.srt (11.9 KB)
      • 063 Doom - Step 3-subtitle-en.srt (14.5 KB)
      • 076 Doom - Step 16-subtitle-en.srt (14.8 KB)
      • 062 Doom - Step 2-subtitle-en.srt (15.0 KB)
      • 064 Doom - Step 4-subtitle-en.srt (16.0 KB)
      • 065 Doom - Step 5-subtitle-en.srt (21.2 KB)
      • 074 Doom - Step 14-subtitle-en.srt (22.5 KB)
      • 077 Doom - Step 17-subtitle-en.srt (27.8 KB)
      • 069 Doom - Step 9.mp4 (8.3 MB)
      • 072 Doom - Step 12.mp4 (9.9 MB)
      • 067 Doom - Step 7.mp4 (10.0 MB)
      • 073 Doom - Step 13.mp4 (14.1 MB)
      • 068 Doom - Step 8.mp4 (14.1 MB)
      • 066 Doom - Step 6.mp4 (14.6 MB)
      • 062 Doom - Step 2.mp4 (18.4 MB)
      • 063 Doom - Step 3.mp4 (18.8 MB)
      • 075 Doom - Step 15.mp4 (19.2 MB)
      • 070 Doom - Step 10.mp4 (19.3 MB)
      • 071 Doom - Step 11.mp4 (19.9 MB)
      • 064 Doom - Step 4.mp4 (21.4 MB)
      • 076 Doom - Step 16.mp4 (23.6 MB)
      • 061 Doom - Step 1.mp4 (29.5 MB)
      • 065 Doom - Step 5.mp4 (30.0 MB)
      • 074 Doom - Step 14.mp4 (37.6 MB)
      • 077 Doom - Step 17.mp4 (45.6 MB)
      18 Building an AI
      • 097 Breakout - Step 11-subtitle-en.srt (7.0 KB)
      • 100 Breakout - Step 14-subtitle-en.srt (7.8 KB)
      • 096 Breakout - Step 10-subtitle-en.srt (10.9 KB)
      • 093 Breakout - Step 7-subtitle-en.srt (11.5 KB)
      • 088 Breakout - Step 2-subtitle-en.srt (12.1 KB)
      • 099 Breakout - Step 13-subtitle-en.srt (12.2 KB)
      • 101 Breakout - Step 15-subtitle-en.srt (14.4 KB)
      • 091 Breakout - Step 5-subtitle-en.srt (15.2 KB)
      • 095 Breakout - Step 9-subtitle-en.srt (15.6 KB)
      • 087 Breakout - Step 1-subtitle-en.srt (16.0 KB)
      • 089 Breakout - Step 3-subtitle-en.srt (16.2 KB)
      • 094 Breakout - Step 8-subtitle-en.srt (16.5 KB)
      • 092 Breakout - Step 6-subtitle-en.srt (17.4 KB)
      • 090 Breakout - Step 4-subtitle-en.srt (18.3 KB)
      • 098 Breakout - Step 12-subtitle-en.srt (20.6 KB)
      • 097 Breakout - Step 11.mp4 (11.2 MB)
      • 100 Breakout - Step 14.mp4 (11.8 MB)
      • 088 Breakout - Step 2.mp4 (14.6 MB)
      • 096 Breakout - Step 10.mp4 (18.2 MB)
      • 099 Breakout - Step 13.mp4 (19.3 MB)
      • 093 Breakout - Step 7.mp4 (19.7 MB)
      • 094 Breakout - Step 8.mp4 (22.8 MB)
      • 089 Breakout - Step 3.mp4 (24.2 MB)
      • 095 Breakout - Step 9.mp4 (24.4 MB)
      • 091 Breakout - Step 5.mp4 (24.7 MB)
      • 087 Breakout - Step 1.mp4 (25.0 MB)
      • 092 Breakout - Step 6.mp4 (27.1 MB)
      • 090 Breakout - Step 4.mp4 (27.2 MB)
      • 098 Breakout - Step 12.mp4 (34.4 MB)
      • 101 Breakout - Step 15.mp4 (90.7 MB)
      07 Creating the environment
      • 032 Self Driving Car - Step 1-subtitle-en.srt (13.8 KB)
      • 033 Self Driving Car - Step 2-subtitle-en.srt (24.0 KB)
      • 032 Self Driving Car - Step 1.mp4 (22.1 MB)
      • 033 Self Driving Car - Step 2.mp4 (44.3 MB)
      14 Playing with the AI
      • 078 Watching our AI play Doom-subtitle-en.srt (33.0 KB)
      • 078 Watching our AI play Doom.mp4 (154.9 MB)
    • Torrent_downloaded_from_Demonoid_-_www.demonoid.pw_.txt (0.1 KB)
    • Read Me.txt (0.1 KB)

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