A Beginner's Guide To Machine Learning with Unity

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2.07 GB | 5min 6s | mp4 | 1280X720 | 16:9
Genre:eLearning |Language:English

Files Included :
001 Introduction.mp4 (29.34 MB)
002 What is Learning.mp4 (31.07 MB)
005 DNA Inspired Data Structures.mp4 (109.04 MB)
006 CamoGATraining.zip (17.44 KB)
006 Camouflage Training with Genetic Algorithms Part 1.mp4 (40.42 MB)
007 Camouflage Training with Genetic Algorithms Part 2.mp4 (35.29 MB)
007 CamoV2.zip (3.05 KB)
008 CamoChallenge.zip (2.28 KB)
008 Camouflage Challenge.mp4 (8.38 MB)
009 Coding Movement with Genes Part 1.mp4 (29.54 MB)
009 EthanWalker.zip (29.11 MB)
010 Coding Movement with Genes Part 2.mp4 (57.65 MB)
010 SingleGeneV2.zip (4.27 KB)
011 Distance Challenge.mp4 (5.78 MB)
011 DistanceChallengeSolutionv2.zip (5.65 KB)
012 Moving GAs with Senses Part 1.mp4 (44.58 MB)
012 StayOnPlatformStarter.zip (24.73 MB)
013 Moving GAs with Senses Part 2.mp4 (75.55 MB)
014 Moving GAs with Senses Part 3.mp4 (68.79 MB)
014 StayOnPlatformFinal.zip (24.51 MB)
015 Maze Walking Challenge.mp4 (50.2 MB)
015 MazeStarter.zip (1.74 MB)
016 Maze Walking Challenge Solution Part 2.mp4 (28.32 MB)
016 MazeWalkerSolutionv3.zip (1.76 MB)
017 Not So Flappy Birds Part 1.mp4 (42.36 MB)
018 FlappyBirdFinal.zip (43.91 KB)
018 Not So Flappy Birds Part 2.mp4 (43.87 MB)
020 The Perceptron.mp4 (25.04 MB)
021 Perceptron xlsx.zip (24.59 KB)
022 Perceptron cs.zip (1.35 KB)
022 Programming and Training a Perceptron.mp4 (32.98 MB)
023 ANDInspectorSettings png.zip (39.65 KB)
025 Perceptron Classification.mp4 (46.5 MB)
025 PerceptronClassify.zip (1.49 KB)
026 FinalEthanDodge.zip (2.41 KB)
026 Perceptron Learning from Experience.mp4 (43.3 MB)
027 PerceptronSaving.zip (1.73 KB)
027 Saving & Loading Perceptron Values.mp4 (18.27 MB)
028 Introduction to Neural Networks.mp4 (33.56 MB)
029 Programming An Artificial Neural Network Part 1.mp4 (40.09 MB)
030 ANNComplete.zip (4.74 KB)
030 Programming An Artificial Neural Network Part 2.mp4 (49.15 MB)
031 Programming An Artificial Neural Network Part 3.mp4 (18.33 MB)
032 ANN FAQs.mp4 (47.95 MB)
033 Working with Activation Functions.mp4 (32.26 MB)
034 AFSolution cs.zip (795 B)
036 Developing a Neural Network that Plays Pong Part 1.mp4 (42.9 MB)
036 PongStarter.zip (55.17 KB)
037 Developing a Neural Network that Plays Pong Part 2.mp4 (38.87 MB)
038 Developing a Neural Network that Plays Pong Part 3.mp4 (15.05 MB)
038 PongFinal.zip (3.06 KB)
039 PongForTwo.zip (81.9 KB)
040 ANNRacingStarter.zip (21.89 MB)
040 Gathering Training Data from the Player Part 1.mp4 (60.09 MB)
041 Gathering Training Data from the Player Part 2.mp4 (65.76 MB)
042 Training with Player Data Part 1.mp4 (45.31 MB)
044 Training with Player Data Part 2.mp4 (51.81 MB)
045 GoKartFinalV2.zip (21.89 MB)
045 Training with Player Data Part 3.mp4 (47.54 MB)
046 Reinforcement Learning and Q-Networks.mp4 (41.76 MB)
047 BallBalanceStarter.zip (32.99 KB)
047 Training a Neural Network with Q-Learning Part 1.mp4 (35.83 MB)
048 Training a Neural Network with Q-Learning Part 2.mp4 (37.54 MB)
049 FinalBallQLearning.zip (35.22 KB)
049 Training a Neural Network with Q-Learning Part 3.mp4 (31.96 MB)
050 Challenge.mp4 (3.94 MB)
050 QBirdSolution.zip (30.94 KB)
055 An Overview of ML-Agents.mp4 (39.96 MB)
057 Creating an ML-Agent From Scratch Part 1.mp4 (47.81 MB)
058 Creating an ML-Agent From Scratch Part 2.mp4 (31.59 MB)
058 PurpleBallFinal.zip (5.26 MB)
060 An Avoiding ML-Agent Part 1.mp4 (35.52 MB)
060 CatAcademy.zip (2.11 KB)
061 An Avoiding ML-Agent Part 2.mp4 (28.82 MB)
063 DogCatChaser.zip (6.77 KB)
063 Top 10 Tips for Neural Network Best Practice.mp4 (31.55 MB)
064 CatAcademySensingFinal.zip (5.29 MB)
064 Environment Sensing ML-Agent.mp4 (36.14 MB)
065 Goal Seeking Wall Jumping Part 1.mp4 (43.09 MB)
065 Zombunny.zip (760.32 KB)
066 Goal Seeking Wall Jumping Part 2.mp4 (59.74 MB)
068 Thank you.mp4 (19.93 MB)]
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