Udemy Advanced AI Deep Reinforcement Learning in Python 11 2024 | 76B87BEDEF23E861DFADBB840DF9F72E8AEC9749

Udemy Advanced AI Deep Reinforcement Learning in Python 11 2024

Name	Udemy - Advanced AI Deep Reinforcement Learning in Python (11.2024)	DOWNLOAD Copy Link Trouble downloading? see How To
Total Size	3.1 GB
Total Files	591
Last Seen	2025-07-18 00:29
Hash	76B87BEDEF23E861DFADBB840DF9F72E8AEC9749

/1 - Introduction and Logistics/
1 -Introduction and Outline.mp4	52.9 MB
1 -Introduction and Outline.vtt	10.1 KB
2 -Github Link.url	0.1 KB
2 -Where to get the Code.mp4	76.8 MB
2 -Where to get the Code.vtt	15.2 KB
3 -How to Succeed in this Course.mp4	17.0 MB
3 -How to Succeed in this Course.vtt	4.0 KB
4 -Tensorflow or Theano - Your Choice!.mp4	19.8 MB
4 -Tensorflow or Theano - Your Choice!.vtt	4.9 KB
/subtitles/
1 -Introduction and Outline.es_ES.vtt	10.9 KB
1 -Introduction and Outline.it_IT.vtt	10.9 KB
1 -Introduction and Outline.pl_PL.vtt	10.7 KB
1 -Introduction and Outline.pt_BR.vtt	10.7 KB
2 -Where to get the Code.es_ES.vtt	16.1 KB
2 -Where to get the Code.it_IT.vtt	15.9 KB
2 -Where to get the Code.pl_PL.vtt	16.4 KB
2 -Where to get the Code.pt_BR.vtt	16.6 KB
3 -How to Succeed in this Course.es_ES.vtt	4.3 KB
3 -How to Succeed in this Course.it_IT.vtt	4.2 KB
3 -How to Succeed in this Course.pl_PL.vtt	4.4 KB
3 -How to Succeed in this Course.pt_BR.vtt	4.3 KB
4 -Tensorflow or Theano - Your Choice!.es_ES.vtt	5.4 KB
4 -Tensorflow or Theano - Your Choice!.id_ID.vtt	5.2 KB
4 -Tensorflow or Theano - Your Choice!.it_IT.vtt	5.2 KB
4 -Tensorflow or Theano - Your Choice!.pl_PL.vtt	5.1 KB
4 -Tensorflow or Theano - Your Choice!.pt_BR.vtt	5.4 KB
4 -Tensorflow or Theano - Your Choice!.ro_RO.vtt	5.5 KB
/2 - The Basics of Reinforcement Learning/
1 -Reinforcement Learning Section Introduction.mp4	43.0 MB
1 -Reinforcement Learning Section Introduction.vtt	7.8 KB
2 -Elements of a Reinforcement Learning Problem.mp4	110.4 MB
2 -Elements of a Reinforcement Learning Problem.vtt	24.1 KB
3 -States, Actions, Rewards, Policies.mp4	46.7 MB
3 -States, Actions, Rewards, Policies.vtt	10.5 KB
4 -Markov Decision Processes (MDPs).mp4	53.3 MB
4 -Markov Decision Processes (MDPs).vtt	11.9 KB
5 -The Return.mp4	24.9 MB
5 -The Return.vtt	5.9 KB
6 -Value Functions and the Bellman Equation.mp4	50.5 MB
6 -Value Functions and the Bellman Equation.vtt	11.4 KB
7 -What does it mean to “learn”.mp4	33.4 MB
7 -What does it mean to “learn”.vtt	8.0 KB
8 -Solving the Bellman Equation with Reinforcement Learning (pt 1).mp4	48.5 MB
8 -Solving the Bellman Equation with Reinforcement Learning (pt 1).vtt	11.5 KB
9 -Solving the Bellman Equation with Reinforcement Learning (pt 2).mp4	58.2 MB
9 -Solving the Bellman Equation with Reinforcement Learning (pt 2).vtt	13.8 KB
10 -Epsilon-Greedy.mp4	42.1 MB
10 -Epsilon-Greedy.vtt	6.8 KB
11 -Q-Learning.mp4	70.3 MB
11 -Q-Learning.vtt	16.8 KB
12 -How to Learn Reinforcement Learning.mp4	42.5 MB
12 -How to Learn Reinforcement Learning.vtt	7.1 KB
13 -Suggestion Box.mp4	28.5 MB
13 -Suggestion Box.vtt	4.2 KB
/subtitles/
1 -Reinforcement Learning Section Introduction.es_ES.vtt	8.5 KB
1 -Reinforcement Learning Section Introduction.it_IT.vtt	8.4 KB
1 -Reinforcement Learning Section Introduction.pl_PL.vtt	8.2 KB
1 -Reinforcement Learning Section Introduction.pt_BR.vtt	8.3 KB
2 -Elements of a Reinforcement Learning Problem.es_ES.vtt	25.9 KB
2 -Elements of a Reinforcement Learning Problem.it_IT.vtt	25.9 KB
2 -Elements of a Reinforcement Learning Problem.pl_PL.vtt	25.3 KB
2 -Elements of a Reinforcement Learning Problem.pt_BR.vtt	25.6 KB
3 -States, Actions, Rewards, Policies.es_ES.vtt	11.3 KB
3 -States, Actions, Rewards, Policies.it_IT.vtt	11.2 KB
3 -States, Actions, Rewards, Policies.pl_PL.vtt	11.0 KB
3 -States, Actions, Rewards, Policies.pt_BR.vtt	11.2 KB
4 -Markov Decision Processes (MDPs).es_ES.vtt	12.7 KB
4 -Markov Decision Processes (MDPs).it_IT.vtt	12.7 KB
4 -Markov Decision Processes (MDPs).pl_PL.vtt	12.5 KB
4 -Markov Decision Processes (MDPs).pt_BR.vtt	12.5 KB
5 -The Return.es_ES.vtt	6.3 KB
5 -The Return.it_IT.vtt	6.2 KB
5 -The Return.pl_PL.vtt	6.3 KB
5 -The Return.pt_BR.vtt	6.2 KB
6 -Value Functions and the Bellman Equation.es_ES.vtt	12.3 KB
6 -Value Functions and the Bellman Equation.it_IT.vtt	12.1 KB
6 -Value Functions and the Bellman Equation.pl_PL.vtt	12.1 KB
6 -Value Functions and the Bellman Equation.pt_BR.vtt	12.0 KB
7 -What does it mean to “learn”.es_ES.vtt	8.8 KB
7 -What does it mean to “learn”.it_IT.vtt	8.8 KB
7 -What does it mean to “learn”.pl_PL.vtt	8.6 KB
7 -What does it mean to “learn”.pt_BR.vtt	8.6 KB
8 -Solving the Bellman Equation with Reinforcement Learning (pt 1).es_ES.vtt	12.6 KB
8 -Solving the Bellman Equation with Reinforcement Learning (pt 1).it_IT.vtt	12.3 KB
8 -Solving the Bellman Equation with Reinforcement Learning (pt 1).pl_PL.vtt	12.1 KB
8 -Solving the Bellman Equation with Reinforcement Learning (pt 1).pt_BR.vtt	12.4 KB
9 -Solving the Bellman Equation with Reinforcement Learning (pt 2).es_ES.vtt	15.2 KB
9 -Solving the Bellman Equation with Reinforcement Learning (pt 2).it_IT.vtt	15.1 KB
9 -Solving the Bellman Equation with Reinforcement Learning (pt 2).pl_PL.vtt	14.6 KB
9 -Solving the Bellman Equation with Reinforcement Learning (pt 2).pt_BR.vtt	14.8 KB
10 -Epsilon-Greedy.es_ES.vtt	7.2 KB
10 -Epsilon-Greedy.it_IT.vtt	7.0 KB
10 -Epsilon-Greedy.pl_PL.vtt	7.0 KB
10 -Epsilon-Greedy.pt_BR.vtt	7.2 KB
11 -Q-Learning.es_ES.vtt	18.2 KB
11 -Q-Learning.it_IT.vtt	18.3 KB
11 -Q-Learning.pl_PL.vtt	17.6 KB
11 -Q-Learning.pt_BR.vtt	17.7 KB
12 -How to Learn Reinforcement Learning.es_ES.vtt	7.4 KB
12 -How to Learn Reinforcement Learning.it_IT.vtt	7.4 KB
12 -How to Learn Reinforcement Learning.pl_PL.vtt	7.4 KB
12 -How to Learn Reinforcement Learning.pt_BR.vtt	7.4 KB
13 -Suggestion Box.es_ES.vtt	4.4 KB
13 -Suggestion Box.it_IT.vtt	4.4 KB
13 -Suggestion Box.pl_PL.vtt	4.6 KB
13 -Suggestion Box.pt_BR.vtt	4.5 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
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	9.3 MB
9 -RBF Networks with CartPole (Code).vtt	3.2 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
/subtitles/
1 -OpenAI Gym Tutorial.es_ES.vtt	7.5 KB
1 -OpenAI Gym Tutorial.id_ID.vtt	7.4 KB
1 -OpenAI Gym Tutorial.it_IT.vtt	7.3 KB
1 -OpenAI Gym Tutorial.pl_PL.vtt	7.4 KB
1 -OpenAI Gym Tutorial.pt_BR.vtt	7.5 KB
1 -OpenAI Gym Tutorial.ro_RO.vtt	7.8 KB
2 -Random Search.es_ES.vtt	6.9 KB
2 -Random Search.id_ID.vtt	6.7 KB
2 -Random Search.it_IT.vtt	6.6 KB
2 -Random Search.pl_PL.vtt	6.4 KB
2 -Random Search.pt_BR.vtt	6.6 KB
2 -Random Search.ro_RO.vtt	6.9 KB
3 -Saving a Video.es_ES.vtt	2.4 KB
3 -Saving a Video.id_ID.vtt	2.3 KB
3 -Saving a Video.it_IT.vtt	2.3 KB
3 -Saving a Video.pl_PL.vtt	2.2 KB
3 -Saving a Video.pt_BR.vtt	2.3 KB
3 -Saving a Video.ro_RO.vtt	2.4 KB
4 -CartPole with Bins (Theory).es_ES.vtt	5.0 KB
4 -CartPole with Bins (Theory).id_ID.vtt	5.1 KB
4 -CartPole with Bins (Theory).it_IT.vtt	5.1 KB
4 -CartPole with Bins (Theory).pl_PL.vtt	5.1 KB
4 -CartPole with Bins (Theory).pt_BR.vtt	5.1 KB
4 -CartPole with Bins (Theory).ro_RO.vtt	5.2 KB
5 -CartPole with Bins (Code).es_ES.vtt	8.0 KB
5 -CartPole with Bins (Code).id_ID.vtt	7.9 KB
5 -CartPole with Bins (Code).it_IT.vtt	8.0 KB
5 -CartPole with Bins (Code).pl_PL.vtt	7.8 KB
5 -CartPole with Bins (Code).pt_BR.vtt	7.9 KB
5 -CartPole with Bins (Code).ro_RO.vtt	8.1 KB
6 -RBF Neural Networks.es_ES.vtt	14.2 KB
6 -RBF Neural Networks.id_ID.vtt	14.0 KB
6 -RBF Neural Networks.it_IT.vtt	14.1 KB
6 -RBF Neural Networks.pl_PL.vtt	14.0 KB
6 -RBF Neural Networks.pt_BR.vtt	14.1 KB
6 -RBF Neural Networks.ro_RO.vtt	14.4 KB
7 -RBF Networks with Mountain Car (Code).es_ES.vtt	6.6 KB
7 -RBF Networks with Mountain Car (Code).id_ID.vtt	6.3 KB
7 -RBF Networks with Mountain Car (Code).it_IT.vtt	6.4 KB
7 -RBF Networks with Mountain Car (Code).pl_PL.vtt	6.2 KB
7 -RBF Networks with Mountain Car (Code).pt_BR.vtt	6.3 KB
7 -RBF Networks with Mountain Car (Code).ro_RO.vtt	6.6 KB
8 -RBF Networks with CartPole (Theory).es_ES.vtt	2.4 KB
8 -RBF Networks with CartPole (Theory).id_ID.vtt	2.3 KB
8 -RBF Networks with CartPole (Theory).it_IT.vtt	2.4 KB
8 -RBF Networks with CartPole (Theory).pl_PL.vtt	2.4 KB
8 -RBF Networks with CartPole (Theory).pt_BR.vtt	2.4 KB
8 -RBF Networks with CartPole (Theory).ro_RO.vtt	2.5 KB
9 -RBF Networks with CartPole (Code).es_ES.vtt	3.6 KB
9 -RBF Networks with CartPole (Code).id_ID.vtt	3.5 KB
9 -RBF Networks with CartPole (Code).it_IT.vtt	3.5 KB
9 -RBF Networks with CartPole (Code).pl_PL.vtt	3.4 KB
9 -RBF Networks with CartPole (Code).pt_BR.vtt	3.4 KB
9 -RBF Networks with CartPole (Code).ro_RO.vtt	3.6 KB
10 -Theano Warmup.es_ES.vtt	3.6 KB
10 -Theano Warmup.id_ID.vtt	3.5 KB
10 -Theano Warmup.it_IT.vtt	3.5 KB
10 -Theano Warmup.pl_PL.vtt	3.5 KB
10 -Theano Warmup.pt_BR.vtt	3.5 KB
10 -Theano Warmup.ro_RO.vtt	3.5 KB
11 -Tensorflow Warmup.es_ES.vtt	2.6 KB
11 -Tensorflow Warmup.id_ID.vtt	2.4 KB
11 -Tensorflow Warmup.it_IT.vtt	2.5 KB
11 -Tensorflow Warmup.pl_PL.vtt	2.4 KB
11 -Tensorflow Warmup.pt_BR.vtt	2.4 KB
11 -Tensorflow Warmup.ro_RO.vtt	2.6 KB
12 -Plugging in a Neural Network.es_ES.vtt	4.8 KB
12 -Plugging in a Neural Network.id_ID.vtt	4.6 KB
12 -Plugging in a Neural Network.it_IT.vtt	4.8 KB
12 -Plugging in a Neural Network.pl_PL.vtt	4.7 KB
12 -Plugging in a Neural Network.pt_BR.vtt	4.7 KB
12 -Plugging in a Neural Network.ro_RO.vtt	4.9 KB
13 -OpenAI Gym Section Summary.es_ES.vtt	4.3 KB
13 -OpenAI Gym Section Summary.id_ID.vtt	4.1 KB
13 -OpenAI Gym Section Summary.it_IT.vtt	4.4 KB
13 -OpenAI Gym Section Summary.pl_PL.vtt	4.3 KB
13 -OpenAI Gym Section Summary.pt_BR.vtt	4.2 KB
13 -OpenAI Gym Section Summary.ro_RO.vtt	4.2 KB
/4 - TD Lambda/
1 -N-Step Methods.mp4	16.3 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
/4 - TD Lambda/subtitles/
1 -N-Step Methods.es_ES.vtt	3.9 KB
1 -N-Step Methods.it_IT.vtt	3.7 KB
1 -N-Step Methods.pl_PL.vtt	3.8 KB
1 -N-Step Methods.pt_BR.vtt	3.8 KB
2 -N-Step in Code.es_ES.vtt	4.2 KB
2 -N-Step in Code.id_ID.vtt	4.0 KB
2 -N-Step in Code.it_IT.vtt	4.1 KB
2 -N-Step in Code.pl_PL.vtt	3.9 KB
2 -N-Step in Code.pt_BR.vtt	4.1 KB
2 -N-Step in Code.ro_RO.vtt	4.2 KB
3 -TD Lambda.es_ES.vtt	9.1 KB
3 -TD Lambda.id_ID.vtt	9.2 KB
3 -TD Lambda.it_IT.vtt	9.1 KB
3 -TD Lambda.pl_PL.vtt	8.9 KB
3 -TD Lambda.pt_BR.vtt	9.0 KB
3 -TD Lambda.ro_RO.vtt	9.3 KB
4 -TD Lambda in Code.es_ES.vtt	3.3 KB
4 -TD Lambda in Code.id_ID.vtt	3.2 KB
4 -TD Lambda in Code.it_IT.vtt	3.3 KB
4 -TD Lambda in Code.pl_PL.vtt	3.2 KB
4 -TD Lambda in Code.pt_BR.vtt	3.2 KB
4 -TD Lambda in Code.ro_RO.vtt	3.3 KB
5 -TD Lambda Summary.es_ES.vtt	2.9 KB
5 -TD Lambda Summary.id_ID.vtt	2.9 KB
5 -TD Lambda Summary.it_IT.vtt	3.0 KB
5 -TD Lambda Summary.pl_PL.vtt	3.0 KB
5 -TD Lambda Summary.pt_BR.vtt	2.9 KB
5 -TD Lambda Summary.ro_RO.vtt	3.1 KB
/5 - Policy Gradients/
1 -Policy Gradient Methods.mp4	18.8 MB
1 -Policy Gradient Methods.vtt	13.3 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
10 -Policy Gradient Section Summary.mp4	3.5 MB
10 -Policy Gradient Section Summary.vtt	1.7 KB
/5 - Policy Gradients/subtitles/
1 -Policy Gradient Methods.es_ES.vtt	14.6 KB
1 -Policy Gradient Methods.id_ID.vtt	14.4 KB
1 -Policy Gradient Methods.it_IT.vtt	14.6 KB
1 -Policy Gradient Methods.pl_PL.vtt	14.2 KB
1 -Policy Gradient Methods.pt_BR.vtt	14.2 KB
1 -Policy Gradient Methods.ro_RO.vtt	14.9 KB
2 -Policy Gradient in TensorFlow for CartPole.es_ES.vtt	8.8 KB
2 -Policy Gradient in TensorFlow for CartPole.id_ID.vtt	8.4 KB
2 -Policy Gradient in TensorFlow for CartPole.it_IT.vtt	8.7 KB
2 -Policy Gradient in TensorFlow for CartPole.pl_PL.vtt	8.4 KB
2 -Policy Gradient in TensorFlow for CartPole.pt_BR.vtt	8.5 KB
2 -Policy Gradient in TensorFlow for CartPole.ro_RO.vtt	8.8 KB
3 -Policy Gradient in Theano for CartPole.es_ES.vtt	4.7 KB
3 -Policy Gradient in Theano for CartPole.id_ID.vtt	4.4 KB
3 -Policy Gradient in Theano for CartPole.it_IT.vtt	4.6 KB
3 -Policy Gradient in Theano for CartPole.pl_PL.vtt	4.4 KB
3 -Policy Gradient in Theano for CartPole.pt_BR.vtt	4.4 KB
3 -Policy Gradient in Theano for CartPole.ro_RO.vtt	4.5 KB
4 -Continuous Action Spaces.es_ES.vtt	5.2 KB
4 -Continuous Action Spaces.id_ID.vtt	5.1 KB
4 -Continuous Action Spaces.it_IT.vtt	5.1 KB
4 -Continuous Action Spaces.pl_PL.vtt	5.2 KB
4 -Continuous Action Spaces.pt_BR.vtt	5.2 KB
4 -Continuous Action Spaces.ro_RO.vtt	5.3 KB
5 -Mountain Car Continuous Specifics.es_ES.vtt	5.1 KB
5 -Mountain Car Continuous Specifics.id_ID.vtt	5.0 KB
5 -Mountain Car Continuous Specifics.it_IT.vtt	4.9 KB
5 -Mountain Car Continuous Specifics.pl_PL.vtt	5.0 KB
5 -Mountain Car Continuous Specifics.pt_BR.vtt	5.0 KB
5 -Mountain Car Continuous Specifics.ro_RO.vtt	5.2 KB
6 -Mountain Car Continuous Theano.es_ES.vtt	9.8 KB
6 -Mountain Car Continuous Theano.id_ID.vtt	9.5 KB
6 -Mountain Car Continuous Theano.it_IT.vtt	9.6 KB
6 -Mountain Car Continuous Theano.pl_PL.vtt	9.4 KB
6 -Mountain Car Continuous Theano.pt_BR.vtt	9.6 KB
6 -Mountain Car Continuous Theano.ro_RO.vtt	9.8 KB
7 -Mountain Car Continuous Tensorflow.es_ES.vtt	10.2 KB
7 -Mountain Car Continuous Tensorflow.id_ID.vtt	9.9 KB
7 -Mountain Car Continuous Tensorflow.it_IT.vtt	10.1 KB
7 -Mountain Car Continuous Tensorflow.pl_PL.vtt	9.8 KB
7 -Mountain Car Continuous Tensorflow.pt_BR.vtt	10.1 KB
7 -Mountain Car Continuous Tensorflow.ro_RO.vtt	10.2 KB
8 -Mountain Car Continuous Tensorflow (v2).es_ES.vtt	7.2 KB
8 -Mountain Car Continuous Tensorflow (v2).id_ID.vtt	6.8 KB
8 -Mountain Car Continuous Tensorflow (v2).it_IT.vtt	7.1 KB
8 -Mountain Car Continuous Tensorflow (v2).pl_PL.vtt	6.9 KB
8 -Mountain Car Continuous Tensorflow (v2).pt_BR.vtt	6.9 KB
8 -Mountain Car Continuous Tensorflow (v2).ro_RO.vtt	7.0 KB
9 -Mountain Car Continuous Theano (v2).es_ES.vtt	8.6 KB
9 -Mountain Car Continuous Theano (v2).id_ID.vtt	8.1 KB
9 -Mountain Car Continuous Theano (v2).it_IT.vtt	8.5 KB
9 -Mountain Car Continuous Theano (v2).pl_PL.vtt	8.1 KB
9 -Mountain Car Continuous Theano (v2).pt_BR.vtt	8.2 KB
9 -Mountain Car Continuous Theano (v2).ro_RO.vtt	8.5 KB
10 -Policy Gradient Section Summary.es_ES.vtt	1.9 KB
10 -Policy Gradient Section Summary.id_ID.vtt	1.9 KB
10 -Policy Gradient Section Summary.it_IT.vtt	1.9 KB
10 -Policy Gradient Section Summary.pl_PL.vtt	1.9 KB
10 -Policy Gradient Section Summary.pt_BR.vtt	1.9 KB
10 -Policy Gradient Section Summary.ro_RO.vtt	1.9 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	15.1 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 -Pseudocode and Replay Memory.mp4	29.2 MB
6 -Pseudocode and Replay Memory.vtt	7.0 KB
7 -Deep Q-Learning in Tensorflow for Breakout.mp4	246.0 MB
7 -Deep Q-Learning in Tensorflow for Breakout.vtt	25.2 KB
8 -Deep Q-Learning in Theano for Breakout.mp4	245.0 MB
8 -Deep Q-Learning in Theano for Breakout.vtt	25.2 KB
9 -Partially Observable MDPs.mp4	8.0 MB
9 -Partially Observable MDPs.vtt	5.2 KB
10 -Deep Q-Learning Section Summary.mp4	10.9 MB
10 -Deep Q-Learning Section Summary.vtt	5.4 KB
/6 - Deep Q-Learning/subtitles/
1 -Deep Q-Learning Intro.es_ES.vtt	4.7 KB
1 -Deep Q-Learning Intro.id_ID.vtt	4.7 KB
1 -Deep Q-Learning Intro.it_IT.vtt	4.5 KB
1 -Deep Q-Learning Intro.pl_PL.vtt	4.5 KB
1 -Deep Q-Learning Intro.pt_BR.vtt	4.7 KB
1 -Deep Q-Learning Intro.ro_RO.vtt	4.9 KB
2 -Deep Q-Learning Techniques.es_ES.vtt	12.1 KB
2 -Deep Q-Learning Techniques.id_ID.vtt	11.8 KB
2 -Deep Q-Learning Techniques.it_IT.vtt	12.1 KB
2 -Deep Q-Learning Techniques.pl_PL.vtt	11.6 KB
2 -Deep Q-Learning Techniques.pt_BR.vtt	11.9 KB
2 -Deep Q-Learning Techniques.ro_RO.vtt	12.4 KB
3 -Deep Q-Learning in Tensorflow for CartPole.es_ES.vtt	5.8 KB
3 -Deep Q-Learning in Tensorflow for CartPole.id_ID.vtt	5.7 KB
3 -Deep Q-Learning in Tensorflow for CartPole.it_IT.vtt	5.8 KB
3 -Deep Q-Learning in Tensorflow for CartPole.pl_PL.vtt	5.7 KB
3 -Deep Q-Learning in Tensorflow for CartPole.pt_BR.vtt	5.6 KB
3 -Deep Q-Learning in Tensorflow for CartPole.ro_RO.vtt	5.9 KB
4 -Deep Q-Learning in Theano for CartPole.es_ES.vtt	5.4 KB
4 -Deep Q-Learning in Theano for CartPole.id_ID.vtt	5.3 KB
4 -Deep Q-Learning in Theano for CartPole.it_IT.vtt	5.4 KB
4 -Deep Q-Learning in Theano for CartPole.pl_PL.vtt	5.4 KB
4 -Deep Q-Learning in Theano for CartPole.pt_BR.vtt	5.3 KB
4 -Deep Q-Learning in Theano for CartPole.ro_RO.vtt	5.5 KB
5 -Additional Implementation Details for Atari.es_ES.vtt	7.1 KB
5 -Additional Implementation Details for Atari.id_ID.vtt	7.0 KB
5 -Additional Implementation Details for Atari.it_IT.vtt	7.2 KB
5 -Additional Implementation Details for Atari.pl_PL.vtt	6.8 KB
5 -Additional Implementation Details for Atari.pt_BR.vtt	7.0 KB
5 -Additional Implementation Details for Atari.ro_RO.vtt	7.3 KB
6 -Pseudocode and Replay Memory.es_ES.vtt	7.9 KB
6 -Pseudocode and Replay Memory.id_ID.vtt	7.6 KB
6 -Pseudocode and Replay Memory.it_IT.vtt	7.7 KB
6 -Pseudocode and Replay Memory.pl_PL.vtt	7.6 KB
6 -Pseudocode and Replay Memory.pt_BR.vtt	7.6 KB
6 -Pseudocode and Replay Memory.ro_RO.vtt	7.9 KB
7 -Deep Q-Learning in Tensorflow for Breakout.es_ES.vtt	28.4 KB
7 -Deep Q-Learning in Tensorflow for Breakout.id_ID.vtt	27.5 KB
7 -Deep Q-Learning in Tensorflow for Breakout.it_IT.vtt	28.0 KB
7 -Deep Q-Learning in Tensorflow for Breakout.pl_PL.vtt	27.0 KB
7 -Deep Q-Learning in Tensorflow for Breakout.pt_BR.vtt	27.4 KB
7 -Deep Q-Learning in Tensorflow for Breakout.ro_RO.vtt	28.7 KB
8 -Deep Q-Learning in Theano for Breakout.es_ES.vtt	28.6 KB
8 -Deep Q-Learning in Theano for Breakout.id_ID.vtt	27.6 KB
8 -Deep Q-Learning in Theano for Breakout.it_IT.vtt	28.1 KB
8 -Deep Q-Learning in Theano for Breakout.pl_PL.vtt	26.9 KB
8 -Deep Q-Learning in Theano for Breakout.pt_BR.vtt	27.4 KB
8 -Deep Q-Learning in Theano for Breakout.ro_RO.vtt	28.6 KB
9 -Partially Observable MDPs.es_ES.vtt	5.8 KB
9 -Partially Observable MDPs.id_ID.vtt	5.6 KB
9 -Partially Observable MDPs.it_IT.vtt	5.7 KB
9 -Partially Observable MDPs.pl_PL.vtt	5.5 KB
9 -Partially Observable MDPs.pt_BR.vtt	5.7 KB
9 -Partially Observable MDPs.ro_RO.vtt	5.9 KB
10 -Deep Q-Learning Section Summary.es_ES.vtt	5.9 KB
10 -Deep Q-Learning Section Summary.id_ID.vtt	5.9 KB
10 -Deep Q-Learning Section Summary.it_IT.vtt	6.0 KB
10 -Deep Q-Learning Section Summary.pl_PL.vtt	5.7 KB
10 -Deep Q-Learning Section Summary.pt_BR.vtt	5.8 KB
10 -Deep Q-Learning Section Summary.ro_RO.vtt	6.2 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
/7 - A3C/subtitles/
1 -A3C - Theory and Outline.es_ES.vtt	19.7 KB
1 -A3C - Theory and Outline.id_ID.vtt	19.7 KB
1 -A3C - Theory and Outline.it_IT.vtt	19.4 KB
1 -A3C - Theory and Outline.pl_PL.vtt	19.4 KB
1 -A3C - Theory and Outline.pt_BR.vtt	19.3 KB
1 -A3C - Theory and Outline.ro_RO.vtt	20.3 KB
2 -A3C - Code pt 1 (Warmup).es_ES.vtt	7.6 KB
2 -A3C - Code pt 1 (Warmup).id_ID.vtt	7.6 KB
2 -A3C - Code pt 1 (Warmup).it_IT.vtt	7.4 KB
2 -A3C - Code pt 1 (Warmup).pl_PL.vtt	7.4 KB
2 -A3C - Code pt 1 (Warmup).pt_BR.vtt	7.5 KB
2 -A3C - Code pt 1 (Warmup).ro_RO.vtt	7.9 KB
3 -A3C - Code pt 2.es_ES.vtt	8.2 KB
3 -A3C - Code pt 2.id_ID.vtt	8.0 KB
3 -A3C - Code pt 2.it_IT.vtt	7.9 KB
3 -A3C - Code pt 2.pl_PL.vtt	8.0 KB
3 -A3C - Code pt 2.pt_BR.vtt	7.9 KB
3 -A3C - Code pt 2.ro_RO.vtt	8.1 KB
4 -A3C - Code pt 3.es_ES.vtt	8.9 KB
4 -A3C - Code pt 3.id_ID.vtt	8.8 KB
4 -A3C - Code pt 3.it_IT.vtt	8.8 KB
4 -A3C - Code pt 3.pl_PL.vtt	8.7 KB
4 -A3C - Code pt 3.pt_BR.vtt	8.7 KB
4 -A3C - Code pt 3.ro_RO.vtt	9.2 KB
5 -A3C - Code pt 4.es_ES.vtt	20.9 KB
5 -A3C - Code pt 4.id_ID.vtt	20.5 KB
5 -A3C - Code pt 4.it_IT.vtt	20.7 KB
5 -A3C - Code pt 4.pl_PL.vtt	19.9 KB
5 -A3C - Code pt 4.pt_BR.vtt	20.2 KB
5 -A3C - Code pt 4.ro_RO.vtt	21.1 KB
6 -A3C - Section Summary.es_ES.vtt	2.6 KB
6 -A3C - Section Summary.id_ID.vtt	2.6 KB
6 -A3C - Section Summary.it_IT.vtt	2.7 KB
6 -A3C - Section Summary.pl_PL.vtt	2.6 KB
6 -A3C - Section Summary.pt_BR.vtt	2.6 KB
6 -A3C - Section Summary.ro_RO.vtt	2.8 KB
7 -Course Summary.es_ES.vtt	6.0 KB
7 -Course Summary.id_ID.vtt	5.8 KB
7 -Course Summary.it_IT.vtt	6.2 KB
7 -Course Summary.pl_PL.vtt	5.9 KB
7 -Course Summary.pt_BR.vtt	5.9 KB
7 -Course Summary.ro_RO.vtt	6.1 KB
/8 - Theano and Tensorflow Basics Review/
1 -(Review) Theano Basics.mp4	81.9 MB
1 -(Review) Theano Basics.vtt	6.6 KB
2 -(Review) Theano Neural Network in Code.mp4	71.0 MB
2 -(Review) Theano Neural Network in Code.vtt	3.4 KB
3 -(Review) Tensorflow Basics.mp4	66.5 MB
3 -(Review) Tensorflow Basics.vtt	5.3 KB
4 -(Review) Tensorflow Neural Network in Code.mp4	82.2 MB
4 -(Review) Tensorflow Neural Network in Code.vtt	5.3 KB
/subtitles/
1 -(Review) Theano Basics.es_ES.vtt	7.0 KB
1 -(Review) Theano Basics.it_IT.vtt	6.9 KB
1 -(Review) Theano Basics.pl_PL.vtt	7.1 KB
1 -(Review) Theano Basics.pt_BR.vtt	7.0 KB
2 -(Review) Theano Neural Network in Code.es_ES.vtt	3.7 KB
2 -(Review) Theano Neural Network in Code.it_IT.vtt	3.6 KB
2 -(Review) Theano Neural Network in Code.pl_PL.vtt	3.6 KB
2 -(Review) Theano Neural Network in Code.pt_BR.vtt	3.7 KB
3 -(Review) Tensorflow Basics.es_ES.vtt	5.7 KB
3 -(Review) Tensorflow Basics.it_IT.vtt	5.5 KB
3 -(Review) Tensorflow Basics.pl_PL.vtt	5.4 KB
3 -(Review) Tensorflow Basics.pt_BR.vtt	5.7 KB
4 -(Review) Tensorflow Neural Network in Code.es_ES.vtt	5.6 KB
4 -(Review) Tensorflow Neural Network in Code.it_IT.vtt	5.5 KB
4 -(Review) Tensorflow Neural Network in Code.pl_PL.vtt	5.5 KB
4 -(Review) Tensorflow Neural Network in Code.pt_BR.vtt	5.5 KB
/9 - Setting Up Your Environment (FAQ by Student Request)/
1 -Pre-Installation Check.mp4	23.8 MB
1 -Pre-Installation Check.vtt	5.9 KB
2 -Anaconda Environment Setup.mp4	195.2 MB
2 -Anaconda Environment Setup.vtt	17.8 KB
3 -How to install Numpy, Scipy, Matplotlib, Pandas, IPython, Theano, and TensorFlow.mp4	46.0 MB
3 -How to install Numpy, Scipy, Matplotlib, Pandas, IPython, Theano, and TensorFlow.vtt	12.7 KB
/subtitles/
1 -Pre-Installation Check.es_ES.vtt	6.0 KB
1 -Pre-Installation Check.it_IT.vtt	5.7 KB
1 -Pre-Installation Check.pl_PL.vtt	6.1 KB
1 -Pre-Installation Check.pt_BR.vtt	6.2 KB
2 -Anaconda Environment Setup.es_ES.vtt	19.4 KB
2 -Anaconda Environment Setup.id_ID.vtt	19.5 KB
2 -Anaconda Environment Setup.it_IT.vtt	19.1 KB
2 -Anaconda Environment Setup.pl_PL.vtt	19.4 KB
2 -Anaconda Environment Setup.pt_BR.vtt	19.1 KB
2 -Anaconda Environment Setup.ro_RO.vtt	20.2 KB
3 -How to install Numpy, Scipy, Matplotlib, Pandas, IPython, Theano, and TensorFlow.es_ES.vtt	13.8 KB
3 -How to install Numpy, Scipy, Matplotlib, Pandas, IPython, Theano, and TensorFlow.id_ID.vtt	13.7 KB
3 -How to install Numpy, Scipy, Matplotlib, Pandas, IPython, Theano, and TensorFlow.it_IT.vtt	13.7 KB
3 -How to install Numpy, Scipy, Matplotlib, Pandas, IPython, Theano, and TensorFlow.pl_PL.vtt	13.7 KB
3 -How to install Numpy, Scipy, Matplotlib, Pandas, IPython, Theano, and TensorFlow.pt_BR.vtt	13.7 KB
3 -How to install Numpy, Scipy, Matplotlib, Pandas, IPython, Theano, and TensorFlow.ro_RO.vtt	14.1 KB
/10 - Extra Help With Python Coding for Beginners (FAQ by Student Request)/
1 -How to Code by Yourself (part 1).mp4	25.7 MB
1 -How to Code by Yourself (part 1).vtt	20.3 KB
2 -How to Code by Yourself (part 2).mp4	15.5 MB
2 -How to Code by Yourself (part 2).vtt	11.9 KB
3 -Proof that using Jupyter Notebook is the same as not using it.mp4	82.0 MB
3 -Proof that using Jupyter Notebook is the same as not using it.vtt	12.5 KB
4 -Python 2 vs Python 3.mp4	8.2 MB
4 -Python 2 vs Python 3.vtt	5.5 KB
5 -Is Theano Dead.mp4	18.7 MB
5 -Is Theano Dead.vtt	11.6 KB
/subtitles/
1 -How to Code by Yourself (part 1).es_ES.vtt	21.8 KB
1 -How to Code by Yourself (part 1).id_ID.vtt	21.6 KB
1 -How to Code by Yourself (part 1).it_IT.vtt	21.5 KB
1 -How to Code by Yourself (part 1).pl_PL.vtt	21.1 KB
1 -How to Code by Yourself (part 1).pt_BR.vtt	21.8 KB
1 -How to Code by Yourself (part 1).ro_RO.vtt	22.4 KB
2 -How to Code by Yourself (part 2).es_ES.vtt	12.6 KB
2 -How to Code by Yourself (part 2).id_ID.vtt	12.7 KB
2 -How to Code by Yourself (part 2).it_IT.vtt	12.4 KB
2 -How to Code by Yourself (part 2).pl_PL.vtt	12.5 KB
2 -How to Code by Yourself (part 2).pt_BR.vtt	12.7 KB
2 -How to Code by Yourself (part 2).ro_RO.vtt	13.0 KB
3 -Proof that using Jupyter Notebook is the same as not using it.es_ES.vtt	13.5 KB
3 -Proof that using Jupyter Notebook is the same as not using it.id_ID.vtt	13.5 KB
3 -Proof that using Jupyter Notebook is the same as not using it.it_IT.vtt	13.3 KB
3 -Proof that using Jupyter Notebook is the same as not using it.pl_PL.vtt	12.7 KB
3 -Proof that using Jupyter Notebook is the same as not using it.pt_BR.vtt	13.5 KB
3 -Proof that using Jupyter Notebook is the same as not using it.ro_RO.vtt	13.6 KB
4 -Python 2 vs Python 3.es_ES.vtt	5.9 KB
4 -Python 2 vs Python 3.id_ID.vtt	6.1 KB
4 -Python 2 vs Python 3.it_IT.vtt	5.8 KB
4 -Python 2 vs Python 3.pl_PL.vtt	5.8 KB
4 -Python 2 vs Python 3.pt_BR.vtt	6.0 KB
4 -Python 2 vs Python 3.ro_RO.vtt	6.3 KB
5 -Is Theano Dead.es_ES.vtt	12.4 KB
5 -Is Theano Dead.id_ID.vtt	12.4 KB
5 -Is Theano Dead.it_IT.vtt	12.3 KB
5 -Is Theano Dead.pl_PL.vtt	12.2 KB
5 -Is Theano Dead.pt_BR.vtt	12.5 KB
5 -Is Theano Dead.ro_RO.vtt	12.7 KB
/11 - Effective Learning Strategies for Machine Learning (FAQ by Student Request)/
1 -How to Succeed in this Course (Long Version).mp4	19.2 MB
1 -How to Succeed in this Course (Long Version).vtt	13.1 KB
2 -Is this for Beginners or Experts Academic or Practical Fast or slow-paced.mp4	40.8 MB
2 -Is this for Beginners or Experts Academic or Practical Fast or slow-paced.vtt	28.4 KB
3 -Machine Learning and AI Prerequisite Roadmap (pt 1).mp4	30.7 MB
3 -Machine Learning and AI Prerequisite Roadmap (pt 1).vtt	14.4 KB
4 -Machine Learning and AI Prerequisite Roadmap (pt 2).mp4	39.4 MB
4 -Machine Learning and AI Prerequisite Roadmap (pt 2).vtt	20.7 KB
/subtitles/
1 -How to Succeed in this Course (Long Version).es_ES.vtt	13.8 KB
1 -How to Succeed in this Course (Long Version).id_ID.vtt	14.1 KB
1 -How to Succeed in this Course (Long Version).it_IT.vtt	13.7 KB
1 -How to Succeed in this Course (Long Version).pl_PL.vtt	13.7 KB
1 -How to Succeed in this Course (Long Version).pt_BR.vtt	14.0 KB
1 -How to Succeed in this Course (Long Version).ro_RO.vtt	14.7 KB
2 -Is this for Beginners or Experts Academic or Practical Fast or slow-paced.es_ES.vtt	30.5 KB
2 -Is this for Beginners or Experts Academic or Practical Fast or slow-paced.id_ID.vtt	31.0 KB
2 -Is this for Beginners or Experts Academic or Practical Fast or slow-paced.it_IT.vtt	30.3 KB
2 -Is this for Beginners or Experts Academic or Practical Fast or slow-paced.pl_PL.vtt	30.3 KB
2 -Is this for Beginners or Experts Academic or Practical Fast or slow-paced.pt_BR.vtt	30.6 KB
2 -Is this for Beginners or Experts Academic or Practical Fast or slow-paced.ro_RO.vtt	31.7 KB
3 -Machine Learning and AI Prerequisite Roadmap (pt 1).es_ES.vtt	15.6 KB
3 -Machine Learning and AI Prerequisite Roadmap (pt 1).id_ID.vtt	15.5 KB
3 -Machine Learning and AI Prerequisite Roadmap (pt 1).it_IT.vtt	15.4 KB
3 -Machine Learning and AI Prerequisite Roadmap (pt 1).pl_PL.vtt	15.4 KB
3 -Machine Learning and AI Prerequisite Roadmap (pt 1).pt_BR.vtt	15.5 KB
3 -Machine Learning and AI Prerequisite Roadmap (pt 1).ro_RO.vtt	16.1 KB
4 -Machine Learning and AI Prerequisite Roadmap (pt 2).es_ES.vtt	22.9 KB
4 -Machine Learning and AI Prerequisite Roadmap (pt 2).id_ID.vtt	22.6 KB
4 -Machine Learning and AI Prerequisite Roadmap (pt 2).it_IT.vtt	22.8 KB
4 -Machine Learning and AI Prerequisite Roadmap (pt 2).pl_PL.vtt	22.2 KB
4 -Machine Learning and AI Prerequisite Roadmap (pt 2).pt_BR.vtt	22.8 KB
4 -Machine Learning and AI Prerequisite Roadmap (pt 2).ro_RO.vtt	23.7 KB
/12 - Appendix FAQ Finale/
1 -What is the Appendix.mp4	5.7 MB
1 -What is the Appendix.vtt	3.4 KB
2 -BONUS.mp4	42.4 MB
/subtitles/
1 -What is the Appendix.es_ES.vtt	3.5 KB
1 -What is the Appendix.id_ID.vtt	3.5 KB
1 -What is the Appendix.it_IT.vtt	3.5 KB
1 -What is the Appendix.pl_PL.vtt	3.5 KB
1 -What is the Appendix.pt_BR.vtt	3.5 KB
1 -What is the Appendix.ro_RO.vtt	3.8 KB
2 -BONUS.es_ES.vtt	7.8 KB
Total files 591