FreeCourseSite com Udemy Advanced AI Deep Reinforcement Learning in Python

FreeCourseSite com Udemy Advanced AI Deep Reinforcement Learning in Python

Name	[FreeCourseSite.com] Udemy - Advanced AI Deep Reinforcement Learning in Python	DOWNLOAD Copy Link
Total Size	1.9 GB
Total Files	147
Last Seen	2024-09-12 16:25
Hash	905DCA4347B4C41656464972C4B0C3ADE1011FB0

/1. Introduction and Logistics/
1. Introduction and Outline.mp4	16.6 MB
1. Introduction and Outline.vtt	13.1 KB
2. Where to get the Code.mp4	5.4 MB
2. Where to get the Code.vtt	4.2 KB
3. How to Succeed in this Course.mp4	3.5 MB
3. How to Succeed in this Course.vtt	3.6 KB
4. Tensorflow or Theano - Your Choice!.mp4	19.8 MB
4. Tensorflow or Theano - Your Choice!.vtt	4.9 KB
/2. Background Review/
1. Review Intro.mp4	4.4 MB
1. Review Intro.vtt	3.2 KB
2. Review of Markov Decision Processes.mp4	12.9 MB
2. Review of Markov Decision Processes.vtt	9.1 KB
3. Review of Dynamic Programming.mp4	6.8 MB
3. Review of Dynamic Programming.vtt	4.8 KB
4. Review of Monte Carlo Methods.mp4	6.5 MB
4. Review of Monte Carlo Methods.vtt	4.5 KB
5. Review of Temporal Difference Learning.mp4	7.5 MB
5. Review of Temporal Difference Learning.vtt	5.4 KB
6. Review of Approximation Methods for Reinforcement Learning.mp4	3.8 MB
6. Review of Approximation Methods for Reinforcement Learning.vtt	2.6 KB
7. Review of Deep Learning.mp4	11.6 MB
7. Review of Deep Learning.vtt	8.4 KB
/3. OpenAI Gym and Basic Reinforcement Learning Techniques/
1. OpenAI Gym Tutorial.mp4	9.1 MB
1. OpenAI Gym Tutorial.vtt	6.9 KB
10. Theano Warmup.mp4	6.1 MB
10. Theano Warmup.vtt	3.2 KB
11. Tensorflow Warmup.mp4	5.3 MB
11. Tensorflow Warmup.vtt	2.2 KB
12. Plugging in a Neural Network.mp4	6.2 MB
12. Plugging in a Neural Network.vtt	4.4 KB
13. OpenAI Gym Section Summary.mp4	5.6 MB
13. OpenAI Gym Section Summary.vtt	3.8 KB
2. Random Search.mp4	10.8 MB
2. Random Search.vtt	6.2 KB
3. Saving a Video.mp4	4.8 MB
3. Saving a Video.vtt	2.2 KB
4. CartPole with Bins (Theory).mp4	6.3 MB
4. CartPole with Bins (Theory).vtt	4.7 KB
5. CartPole with Bins (Code).mp4	15.4 MB
5. CartPole with Bins (Code).vtt	7.2 KB
6. RBF Neural Networks.mp4	17.3 MB
6. RBF Neural Networks.vtt	13.1 KB
7. RBF Networks with Mountain Car (Code).mp4	14.4 MB
7. RBF Networks with Mountain Car (Code).vtt	5.8 KB
8. RBF Networks with CartPole (Theory).mp4	3.2 MB
8. RBF Networks with CartPole (Theory).vtt	2.2 KB
9. RBF Networks with CartPole (Code).mp4	9.4 MB
9. RBF Networks with CartPole (Code).vtt	3.2 KB
/4. TD Lambda/
1. N-Step Methods.mp4	5.3 MB
1. N-Step Methods.vtt	3.5 KB
2. N-Step in Code.mp4	9.9 MB
2. N-Step in Code.vtt	3.8 KB
3. TD Lambda.mp4	12.3 MB
3. TD Lambda.vtt	8.4 KB
4. TD Lambda in Code.mp4	8.0 MB
4. TD Lambda in Code.vtt	3.0 KB
5. TD Lambda Summary.mp4	3.8 MB
5. TD Lambda Summary.vtt	2.7 KB
/5. Policy Gradients/
1. Policy Gradient Methods.mp4	18.8 MB
1. Policy Gradient Methods.vtt	13.3 KB
10. Policy Gradient Section Summary.mp4	3.5 MB
10. Policy Gradient Section Summary.vtt	1.7 KB
2. Policy Gradient in TensorFlow for CartPole.mp4	18.8 MB
2. Policy Gradient in TensorFlow for CartPole.vtt	7.9 KB
3. Policy Gradient in Theano for CartPole.mp4	14.1 MB
3. Policy Gradient in Theano for CartPole.vtt	4.1 KB
4. Continuous Action Spaces.mp4	6.9 MB
4. Continuous Action Spaces.vtt	4.8 KB
5. Mountain Car Continuous Specifics.mp4	6.8 MB
5. Mountain Car Continuous Specifics.vtt	4.6 KB
6. Mountain Car Continuous Theano.mp4	20.0 MB
6. Mountain Car Continuous Theano.vtt	8.8 KB
7. Mountain Car Continuous Tensorflow.mp4	21.1 MB
7. Mountain Car Continuous Tensorflow.vtt	9.2 KB
8. Mountain Car Continuous Tensorflow (v2).mp4	19.7 MB
8. Mountain Car Continuous Tensorflow (v2).vtt	6.4 KB
9. Mountain Car Continuous Theano (v2).mp4	23.3 MB
9. Mountain Car Continuous Theano (v2).vtt	7.5 KB
/6. Deep Q-Learning/
1. Deep Q-Learning Intro.mp4	6.2 MB
1. Deep Q-Learning Intro.vtt	4.3 KB
2. Deep Q-Learning Techniques.mp4	15.2 MB
2. Deep Q-Learning Techniques.vtt	11.0 KB
3. Deep Q-Learning in Tensorflow for CartPole.mp4	15.7 MB
3. Deep Q-Learning in Tensorflow for CartPole.vtt	5.2 KB
4. Deep Q-Learning in Theano for CartPole.mp4	14.4 MB
4. Deep Q-Learning in Theano for CartPole.vtt	4.9 KB
5. Additional Implementation Details for Atari.mp4	8.9 MB
5. Additional Implementation Details for Atari.vtt	6.3 KB
6. Deep Q-Learning in Tensorflow for Breakout.mp4	16.5 MB
6. Deep Q-Learning in Tensorflow for Breakout.vtt	6.2 KB
7. Deep Q-Learning in Theano for Breakout.mp4	21.0 MB
7. Deep Q-Learning in Theano for Breakout.vtt	7.3 KB
8. Partially Observable MDPs.mp4	8.0 MB
8. Partially Observable MDPs.vtt	5.2 KB
9. Deep Q-Learning Section Summary.mp4	10.9 MB
9. Deep Q-Learning Section Summary.vtt	5.4 KB
/7. A3C/
1. A3C - Theory and Outline.mp4	75.2 MB
1. A3C - Theory and Outline.vtt	18.3 KB
2. A3C - Code pt 1 (Warmup).mp4	52.5 MB
2. A3C - Code pt 1 (Warmup).vtt	7.0 KB
3. A3C - Code pt 2.mp4	60.4 MB
3. A3C - Code pt 2.vtt	7.5 KB
4. A3C - Code pt 3.mp4	88.6 MB
4. A3C - Code pt 3.vtt	8.1 KB
5. A3C - Code pt 4.mp4	193.3 MB
5. A3C - Code pt 4.vtt	19.0 KB
6. A3C - Section Summary.mp4	9.3 MB
6. A3C - Section Summary.vtt	2.4 KB
7. Course Summary.mp4	9.9 MB
7. Course Summary.vtt	5.5 KB
/8. Theano and Tensorflow Basics Review/
1. (Review) Theano Basics.mp4	97.9 MB
1. (Review) Theano Basics.vtt	6.5 KB
2. (Review) Theano Neural Network in Code.mp4	91.2 MB
2. (Review) Theano Neural Network in Code.vtt	3.4 KB
3. (Review) Tensorflow Basics.mp4	85.4 MB
3. (Review) Tensorflow Basics.vtt	5.2 KB
4. (Review) Tensorflow Neural Network in Code.mp4	102.0 MB
4. (Review) Tensorflow Neural Network in Code.vtt	4.9 KB
/9. Appendix/
1. What is the Appendix.mp4	5.7 MB
1. What is the Appendix.vtt	3.4 KB
10. Python 2 vs Python 3.mp4	8.2 MB
10. Python 2 vs Python 3.vtt	5.5 KB
11. Is Theano Dead.mp4	18.7 MB
11. Is Theano Dead.vtt	11.6 KB
12. What order should I take your courses in (part 1).mp4	30.7 MB
12. What order should I take your courses in (part 1).vtt	14.4 KB
13. What order should I take your courses in (part 2).mp4	39.5 MB
13. What order should I take your courses in (part 2).vtt	20.7 KB
2. Where to get Udemy coupons and FREE deep learning material.mp4	4.2 MB
2. Where to get Udemy coupons and FREE deep learning material.vtt	3.1 KB
3. Windows-Focused Environment Setup 2018.mp4	195.2 MB
3. Windows-Focused Environment Setup 2018.vtt	17.8 KB
4. How to install Numpy, Scipy, Matplotlib, Pandas, IPython, Theano, and TensorFlow.mp4	46.0 MB
4. How to install Numpy, Scipy, Matplotlib, Pandas, IPython, Theano, and TensorFlow.vtt	12.7 KB
5. How to Code by Yourself (part 1).mp4	25.7 MB
5. How to Code by Yourself (part 1).vtt	20.3 KB
6. How to Code by Yourself (part 2).mp4	15.5 MB
6. How to Code by Yourself (part 2).vtt	11.9 KB
7. How to Succeed in this Course (Long Version).mp4	19.2 MB
7. How to Succeed in this Course (Long Version).vtt	13.1 KB
8. Is this for Beginners or Experts Academic or Practical Fast or slow-paced.mp4	40.9 MB
8. Is this for Beginners or Experts Academic or Practical Fast or slow-paced.vtt	28.4 KB
9. Proof that using Jupyter Notebook is the same as not using it.mp4	82.1 MB
9. Proof that using Jupyter Notebook is the same as not using it.vtt	12.5 KB
/
[CourseClub.NET].url	0.1 KB
[FCS Forum].url	0.1 KB
[FreeCourseSite.com].url	0.1 KB
Total files 147