FreeCourseLab com Udemy Beginner Guide To Machine Learning with Unity

FreeCourseLab com Udemy Beginner Guide To Machine Learning with Unity

Name	[FreeCourseLab.com] Udemy - A Beginner's Guide To Machine Learning with Unity	DOWNLOAD Copy Link
Total Size	3.5 GB
Total Files	174
Hash	E45A2BFB33566186A9C21F54E8580EA28801D64C

/1. Introduction/
1. Introduction.mp4	30.8 MB
1. Introduction.vtt	3.1 KB
2. Getting in Contact.mp4	29.2 MB
2. Getting in Contact.vtt	1.5 KB
3. What is Learning.mp4	32.6 MB
3. What is Learning.vtt	6.1 KB
4. How to Study This Course.html	0.9 KB
5. FAQs.html	0.2 KB
6. Machine Learning 101.mp4	580.1 MB
6. Machine Learning 101.vtt	28.9 KB
/10. A Final Word/
1. Thank you.mp4	20.9 MB
1. Thank you.vtt	1.8 KB
2. Where to Now.mp4	262.9 MB
2. Where to Now.vtt	13.6 KB
/2. Genetic Algorithms/
1. DNA Inspired Data Structures.mp4	114.4 MB
1. DNA Inspired Data Structures.vtt	6.2 KB
10. Moving GAs with Senses Part 2.mp4	79.2 MB
10. Moving GAs with Senses Part 2.vtt	22.2 KB
11. Moving GAs with Senses Part 3.mp4	72.1 MB
11. Moving GAs with Senses Part 3.vtt	14.3 KB
11.1 StayOnPlatformSolution.zip.zip	25.7 MB
12. Maze Walking Challenge.mp4	52.6 MB
12. Maze Walking Challenge.vtt	19.6 KB
12.1 MazeStarter.zip.zip	1.8 MB
13. Maze Walking Challenge Solution Part 2.mp4	29.7 MB
13. Maze Walking Challenge Solution Part 2.vtt	13.3 KB
13.1 MazeWalkerSolutionv3.zip.zip	1.8 MB
14. Not So Flappy Birds Part 1.mp4	44.4 MB
14. Not So Flappy Birds Part 1.vtt	22.5 KB
15. Not So Flappy Birds Part 2.mp4	46.0 MB
15. Not So Flappy Birds Part 2.vtt	17.7 KB
15.1 FlappyBirdFinal.zip.zip	45.0 KB
16. Extra Readings.html	0.8 KB
2. Camouflage Training with Genetic Algorithms Part 1.mp4	42.4 MB
2. Camouflage Training with Genetic Algorithms Part 1.vtt	19.1 KB
2.1 CamoGATraining.zip.zip	17.9 KB
3. Camouflage Training with Genetic Algorithms Part 2.mp4	37.0 MB
3. Camouflage Training with Genetic Algorithms Part 2.vtt	19.6 KB
3.1 CamoV2.zip.zip	3.1 KB
4. Camouflage Challenge.mp4	8.8 MB
4. Camouflage Challenge.vtt	3.2 KB
4.1 CamoChallenge.zip.zip	2.3 KB
5. Coding Movement with Genes Part 1.mp4	31.0 MB
5. Coding Movement with Genes Part 1.vtt	18.2 KB
5.1 EthanWalker.zip.zip	30.5 MB
6. Coding Movement with Genes Part 2.mp4	60.5 MB
6. Coding Movement with Genes Part 2.vtt	19.4 KB
6.1 SingleGeneV2.zip.zip	4.4 KB
7. Distance Challenge.mp4	6.1 MB
7. Distance Challenge.vtt	1.4 KB
7.1 DistanceChallengeSolutionv2.zip.zip	5.8 KB
8. Note Unity Versions Might Mess Up Package Imports.html	1.4 KB
9. Moving GAs with Senses Part 1.mp4	46.7 MB
9. Moving GAs with Senses Part 1.vtt	17.9 KB
9.1 StayOnPlatformStarter.zip.zip	25.9 MB
/3. Perceptrons The making of a Neural Network/
1. The Perceptron.mp4	26.3 MB
1. The Perceptron.vtt	11.3 KB
2. Challenge.html	0.8 KB
2.1 Perceptron.xlsx.zip.zip	25.2 KB
3. Programming and Training a Perceptron.mp4	34.6 MB
3. Programming and Training a Perceptron.vtt	21.1 KB
3.1 Perceptron.cs.zip.zip	1.4 KB
4. Exercise 1.html	0.2 KB
4.1 ANDInspectorSettings.png.zip.zip	40.6 KB
5. Exercise 2.html	0.4 KB
6. Perceptron Classification.mp4	48.8 MB
6. Perceptron Classification.vtt	20.8 KB
6.1 SimpleGrapher.zip.zip	28.3 KB
6.2 PerceptronClassify.zip.zip	1.5 KB
7. Perceptron Learning from Experience.mp4	45.4 MB
7. Perceptron Learning from Experience.vtt	17.0 KB
7.1 DodgeBallPerceptron.zip.zip	30.5 MB
7.2 FinalEthanDodge.zip.zip	2.5 KB
8. Saving & Loading Perceptron Values.mp4	19.2 MB
8. Saving & Loading Perceptron Values.vtt	6.8 KB
8.1 PerceptronSaving.zip.zip	1.8 KB
/4. Artificial Neural Networks/
1. Introduction to Neural Networks.mp4	35.2 MB
1. Introduction to Neural Networks.vtt	3.7 KB
2. Programming An Artificial Neural Network Part 1.mp4	42.0 MB
2. Programming An Artificial Neural Network Part 1.vtt	20.3 KB
3. Programming An Artificial Neural Network Part 2.mp4	51.5 MB
3. Programming An Artificial Neural Network Part 2.vtt	21.5 KB
3.1 ANNComplete.zip.zip	4.9 KB
4. Programming An Artificial Neural Network Part 3.mp4	19.2 MB
4. Programming An Artificial Neural Network Part 3.vtt	7.8 KB
5. ANN FAQs.mp4	50.3 MB
5. ANN FAQs.vtt	16.3 KB
6. Working with Activation Functions.mp4	33.8 MB
6. Working with Activation Functions.vtt	14.8 KB
7. Challenge.html	0.4 KB
7.1 AFSolution.cs.zip.zip	0.8 KB
8. Extra Readings.html	1.0 KB
/5. Neural Networks in Practice/
1. Developing a Neural Network that Plays Pong Part 1.mp4	45.0 MB
1. Developing a Neural Network that Plays Pong Part 1.vtt	20.2 KB
1.1 MoveBall.zip.zip	0.6 KB
1.2 PongStarter.zip.zip	56.5 KB
10. Training with Player Data Part 3.mp4	49.9 MB
10. Training with Player Data Part 3.vtt	17.8 KB
10.1 TrainedGoKart.zip.zip	22.9 MB
2. Developing a Neural Network that Plays Pong Part 2.mp4	40.8 MB
2. Developing a Neural Network that Plays Pong Part 2.vtt	17.5 KB
3. Developing a Neural Network that Plays Pong Part 3.mp4	15.8 MB
3. Developing a Neural Network that Plays Pong Part 3.vtt	5.4 KB
3.1 PongFinal.zip.zip	3.1 KB
4. Challenge.html	0.5 KB
4.1 PongForTwo.zip.zip	83.9 KB
5. Gathering Training Data from the Player Part 1.mp4	63.0 MB
5. Gathering Training Data from the Player Part 1.vtt	21.9 KB
5.1 ANNRacingStarter.zip.zip	23.0 MB
6. Gathering Training Data from the Player Part 2.mp4	69.0 MB
6. Gathering Training Data from the Player Part 2.vtt	19.7 KB
7. Training with Player Data Part 1.mp4	47.5 MB
7. Training with Player Data Part 1.vtt	20.3 KB
7.1 trainingData.txt.txt	0.5 KB
8. A Note to the Astute.html	3.1 KB
9. Training with Player Data Part 2.mp4	54.3 MB
9. Training with Player Data Part 2.vtt	18.1 KB
/6. Reinforcement Learning with the Q-Network/
1. Reinforcement Learning and Q-Networks.mp4	43.8 MB
1. Reinforcement Learning and Q-Networks.vtt	17.0 KB
2. Training a Neural Network with Q-Learning Part 1.mp4	37.6 MB
2. Training a Neural Network with Q-Learning Part 1.vtt	21.3 KB
2.1 BallBalanceStarter.zip.zip	33.8 KB
3. Training a Neural Network with Q-Learning Part 2.mp4	39.4 MB
3. Training a Neural Network with Q-Learning Part 2.vtt	21.8 KB
4. Training a Neural Network with Q-Learning Part 3.mp4	33.5 MB
4. Training a Neural Network with Q-Learning Part 3.vtt	12.5 KB
4.1 FinalBallQLearning.zip.zip	36.1 KB
5. Challenge.mp4	24.5 MB
5. Challenge.vtt	12.1 KB
5.1 QBirdSolution.zip.zip	31.7 KB
6. Extra Readings.html	0.9 KB
/7. ML-Agents/
1. Read This First.html	1.2 KB
/8. Unity's ML-Agents V0.3 [DEPRECATED]/
1. Setup.html	3.0 KB
1.1 Python3InstallScriptMac.pdf.pdf	88.5 KB
10. Challenge.html	0.6 KB
11. Top 10 Tips for Neural Network Best Practice.mp4	33.1 MB
11. Top 10 Tips for Neural Network Best Practice.vtt	14.7 KB
11.1 DogCatChaser2.zip.zip	5.5 MB
12. Environment Sensing ML-Agent.mp4	37.9 MB
12. Environment Sensing ML-Agent.vtt	21.5 KB
12.1 CatAcademySensingFinal.zip.zip	5.6 MB
13. Rewards.html	0.1 KB
14. Goal Seeking Wall Jumping Part 1.mp4	45.2 MB
14. Goal Seeking Wall Jumping Part 1.vtt	20.7 KB
14.1 Zombunny.zip.zip	778.6 KB
15. Goal Seeking Wall Jumping Part 2.mp4	62.6 MB
15. Goal Seeking Wall Jumping Part 2.vtt	22.2 KB
16. Extra Readings.html	0.9 KB
2. Training Your First ML-Agent V0.3.mp4	180.6 MB
2. Training Your First ML-Agent V0.3.vtt	15.6 KB
3. Migrating from V0.2 to V0.3.html	4.1 KB
3.1 MLAgentCodeDiff.zip.zip	5.0 KB
4. ML-Agent's FAQ.html	1.8 KB
5. Creating an ML-Agent From Scratch Part 1.mp4	50.1 MB
5. Creating an ML-Agent From Scratch Part 1.vtt	21.1 KB
6. Creating an ML-Agent From Scratch Part 2.mp4	33.1 MB
6. Creating an ML-Agent From Scratch Part 2.vtt	15.8 KB
6.1 PurpleBallFinal.zip.zip	5.5 MB
7. ML-Agents Cheat Sheet.html	8.4 KB
8. An Avoiding ML-Agent Part 1.mp4	37.2 MB
8. An Avoiding ML-Agent Part 1.vtt	22.7 KB
8.1 CatAgent2DForV0.3.cs.zip.zip	1.5 KB
8.2 CatAcademy.zip.zip	142.6 MB
9. An Avoiding ML-Agent Part 2.mp4	30.2 MB
9. An Avoiding ML-Agent Part 2.vtt	18.1 KB
/9. Unity's M-Agents V0.2 [DEPRECIATED]/
1. About This Section.html	0.2 KB
2. Setting up TensorFlow - Starter Files.html	3.4 KB
2.1 PPO.ipynb.zip.zip	5.2 KB
3. Setting up TensorFlow - Windows.html	17.8 KB
4. Setting up TensorFlow - Mac.html	5.5 KB
4.1 Sample Terminal Log for a Python Install on a Mac.pdf.pdf	246.2 KB
5. An Overview of ML-Agents.mp4	41.9 MB
5. An Overview of ML-Agents.vtt	18.3 KB
/
[FreeCourseLab.com].url	0.1 KB
Total files 174