Udemy Artificial Intelligence Reinforcement Learning in Python 12 2024

Udemy Artificial Intelligence Reinforcement Learning in Python 12 2024

Name	Udemy - Artificial Intelligence Reinforcement Learning in Python (12.2024)	DOWNLOAD Copy Link Trouble downloading? see How To
Total Size	4.5 GB
Total Files	780
Last Seen	2025-07-19 00:26
Hash	4F2926C74C9DEFDB3A78B51EE2316C51F65A1FB1

/1 - Welcome/
1 -Introduction.mp4	35.9 MB
1 -Introduction.vtt	3.8 KB
2 -Course Outline and Big Picture.mp4	41.6 MB
2 -Course Outline and Big Picture.vtt	9.4 KB
3 -Github Link.url	0.1 KB
3 -Where to get the Code.mp4	23.8 MB
3 -Where to get the Code.vtt	5.6 KB
4 -How to Succeed in this Course.mp4	17.1 MB
4 -How to Succeed in this Course.vtt	4.0 KB
5 -Warmup.mp4	65.6 MB
5 -Warmup.vtt	16.8 KB
/1 - Welcome/subtitles/
1 -Introduction.de_DE.vtt	4.2 KB
1 -Introduction.es_ES.vtt	4.0 KB
1 -Introduction.fr_FR.vtt	4.4 KB
1 -Introduction.it_IT.vtt	4.1 KB
1 -Introduction.pt_BR.vtt	4.0 KB
2 -Course Outline and Big Picture.de_DE.vtt	10.2 KB
2 -Course Outline and Big Picture.es_ES.vtt	10.1 KB
2 -Course Outline and Big Picture.fr_FR.vtt	10.7 KB
2 -Course Outline and Big Picture.it_IT.vtt	10.0 KB
2 -Course Outline and Big Picture.pt_BR.vtt	10.0 KB
3 -Where to get the Code.de_DE.vtt	6.3 KB
3 -Where to get the Code.es_ES.vtt	6.0 KB
3 -Where to get the Code.fr_FR.vtt	6.3 KB
3 -Where to get the Code.it_IT.vtt	5.9 KB
3 -Where to get the Code.pt_BR.vtt	5.8 KB
4 -How to Succeed in this Course.de_DE.vtt	4.6 KB
4 -How to Succeed in this Course.es_ES.vtt	4.3 KB
4 -How to Succeed in this Course.fr_FR.vtt	4.5 KB
4 -How to Succeed in this Course.it_IT.vtt	4.2 KB
4 -How to Succeed in this Course.pt_BR.vtt	4.3 KB
5 -Warmup.de_DE.vtt	18.5 KB
5 -Warmup.es_ES.vtt	17.6 KB
5 -Warmup.fr_FR.vtt	18.9 KB
5 -Warmup.it_IT.vtt	17.6 KB
5 -Warmup.pt_BR.vtt	17.4 KB
/2 - Return of the Multi-Armed Bandit/
1 -Section Introduction The Explore-Exploit Dilemma.mp4	54.5 MB
1 -Section Introduction The Explore-Exploit Dilemma.vtt	12.1 KB
2 -Applications of the Explore-Exploit Dilemma.mp4	53.7 MB
2 -Applications of the Explore-Exploit Dilemma.vtt	9.8 KB
3 -Epsilon-Greedy Theory.mp4	29.7 MB
3 -Epsilon-Greedy Theory.vtt	8.5 KB
4 -Calculating a Sample Mean (pt 1).mp4	24.3 MB
4 -Calculating a Sample Mean (pt 1).vtt	6.8 KB
5 -Epsilon-Greedy Beginner's Exercise Prompt.mp4	30.1 MB
5 -Epsilon-Greedy Beginner's Exercise Prompt.vtt	5.8 KB
6 -Designing Your Bandit Program.mp4	25.7 MB
6 -Designing Your Bandit Program.vtt	5.1 KB
7 -Epsilon-Greedy in Code.mp4	43.4 MB
7 -Epsilon-Greedy in Code.vtt	7.8 KB
8 -Comparing Different Epsilons.mp4	45.8 MB
8 -Comparing Different Epsilons.vtt	6.1 KB
9 -Optimistic Initial Values Theory.mp4	24.7 MB
9 -Optimistic Initial Values Theory.vtt	6.5 KB
10 -Optimistic Initial Values Beginner's Exercise Prompt.mp4	14.4 MB
10 -Optimistic Initial Values Beginner's Exercise Prompt.vtt	2.6 KB
11 -Optimistic Initial Values Code.mp4	25.8 MB
11 -Optimistic Initial Values Code.vtt	4.7 KB
12 -UCB1 Theory.mp4	58.2 MB
12 -UCB1 Theory.vtt	17.9 KB
13 -UCB1 Beginner's Exercise Prompt.mp4	13.4 MB
13 -UCB1 Beginner's Exercise Prompt.vtt	2.5 KB
14 -UCB1 Code.mp4	21.7 MB
14 -UCB1 Code.vtt	3.4 KB
15 -Bayesian Bandits Thompson Sampling Theory (pt 1).mp4	58.6 MB
15 -Bayesian Bandits Thompson Sampling Theory (pt 1).vtt	15.1 KB
16 -Bayesian Bandits Thompson Sampling Theory (pt 2).mp4	78.1 MB
16 -Bayesian Bandits Thompson Sampling Theory (pt 2).vtt	21.2 KB
17 -Thompson Sampling Beginner's Exercise Prompt.mp4	18.8 MB
17 -Thompson Sampling Beginner's Exercise Prompt.vtt	3.1 KB
18 -Thompson Sampling Code.mp4	34.4 MB
18 -Thompson Sampling Code.vtt	5.1 KB
19 -Thompson Sampling With Gaussian Reward Theory.mp4	50.9 MB
19 -Thompson Sampling With Gaussian Reward Theory.vtt	13.5 KB
20 -Thompson Sampling With Gaussian Reward Code.mp4	45.5 MB
20 -Thompson Sampling With Gaussian Reward Code.vtt	6.5 KB
21 -Exercise on Gaussian Rewards.mp4	7.2 MB
21 -Exercise on Gaussian Rewards.vtt	1.4 KB
22 -Why don't we just use a library.mp4	28.7 MB
22 -Why don't we just use a library.vtt	6.8 KB
23 -Nonstationary Bandits.mp4	32.5 MB
23 -Nonstationary Bandits.vtt	8.6 KB
24 -Bandit Summary, Real Data, and Online Learning.mp4	36.3 MB
24 -Bandit Summary, Real Data, and Online Learning.vtt	8.2 KB
25 -(Optional) Alternative Bandit Designs.mp4	52.8 MB
25 -(Optional) Alternative Bandit Designs.vtt	13.0 KB
26 -Suggestion Box.mp4	28.5 MB
26 -Suggestion Box.vtt	4.2 KB
/subtitles/
1 -Section Introduction The Explore-Exploit Dilemma.de_DE.vtt	13.3 KB
1 -Section Introduction The Explore-Exploit Dilemma.es_ES.vtt	13.2 KB
1 -Section Introduction The Explore-Exploit Dilemma.fr_FR.vtt	13.8 KB
1 -Section Introduction The Explore-Exploit Dilemma.it_IT.vtt	12.9 KB
1 -Section Introduction The Explore-Exploit Dilemma.pt_BR.vtt	12.8 KB
2 -Applications of the Explore-Exploit Dilemma.de_DE.vtt	10.7 KB
2 -Applications of the Explore-Exploit Dilemma.es_ES.vtt	10.5 KB
2 -Applications of the Explore-Exploit Dilemma.fr_FR.vtt	11.1 KB
2 -Applications of the Explore-Exploit Dilemma.it_IT.vtt	10.6 KB
2 -Applications of the Explore-Exploit Dilemma.pt_BR.vtt	10.4 KB
3 -Epsilon-Greedy Theory.de_DE.vtt	9.5 KB
3 -Epsilon-Greedy Theory.es_ES.vtt	9.2 KB
3 -Epsilon-Greedy Theory.fr_FR.vtt	9.8 KB
3 -Epsilon-Greedy Theory.it_IT.vtt	9.2 KB
3 -Epsilon-Greedy Theory.pt_BR.vtt	8.8 KB
4 -Calculating a Sample Mean (pt 1).de_DE.vtt	7.8 KB
4 -Calculating a Sample Mean (pt 1).es_ES.vtt	7.2 KB
4 -Calculating a Sample Mean (pt 1).fr_FR.vtt	7.8 KB
4 -Calculating a Sample Mean (pt 1).it_IT.vtt	7.2 KB
4 -Calculating a Sample Mean (pt 1).pt_BR.vtt	7.1 KB
5 -Epsilon-Greedy Beginner's Exercise Prompt.de_DE.vtt	6.5 KB
5 -Epsilon-Greedy Beginner's Exercise Prompt.es_ES.vtt	6.3 KB
5 -Epsilon-Greedy Beginner's Exercise Prompt.fr_FR.vtt	6.6 KB
5 -Epsilon-Greedy Beginner's Exercise Prompt.it_IT.vtt	6.2 KB
5 -Epsilon-Greedy Beginner's Exercise Prompt.pt_BR.vtt	6.2 KB
6 -Designing Your Bandit Program.de_DE.vtt	5.7 KB
6 -Designing Your Bandit Program.es_ES.vtt	5.5 KB
6 -Designing Your Bandit Program.fr_FR.vtt	5.8 KB
6 -Designing Your Bandit Program.it_IT.vtt	5.5 KB
6 -Designing Your Bandit Program.pt_BR.vtt	5.4 KB
7 -Epsilon-Greedy in Code.de_DE.vtt	9.0 KB
7 -Epsilon-Greedy in Code.es_ES.vtt	8.5 KB
7 -Epsilon-Greedy in Code.fr_FR.vtt	9.0 KB
7 -Epsilon-Greedy in Code.it_IT.vtt	8.5 KB
7 -Epsilon-Greedy in Code.pt_BR.vtt	8.2 KB
8 -Comparing Different Epsilons.de_DE.vtt	6.8 KB
8 -Comparing Different Epsilons.es_ES.vtt	6.6 KB
8 -Comparing Different Epsilons.fr_FR.vtt	6.9 KB
8 -Comparing Different Epsilons.it_IT.vtt	6.4 KB
8 -Comparing Different Epsilons.pt_BR.vtt	6.4 KB
9 -Optimistic Initial Values Theory.de_DE.vtt	7.3 KB
9 -Optimistic Initial Values Theory.es_ES.vtt	7.0 KB
9 -Optimistic Initial Values Theory.fr_FR.vtt	7.5 KB
9 -Optimistic Initial Values Theory.it_IT.vtt	6.8 KB
9 -Optimistic Initial Values Theory.pt_BR.vtt	6.9 KB
10 -Optimistic Initial Values Beginner's Exercise Prompt.de_DE.vtt	2.8 KB
10 -Optimistic Initial Values Beginner's Exercise Prompt.es_ES.vtt	2.6 KB
10 -Optimistic Initial Values Beginner's Exercise Prompt.fr_FR.vtt	2.9 KB
10 -Optimistic Initial Values Beginner's Exercise Prompt.it_IT.vtt	2.6 KB
10 -Optimistic Initial Values Beginner's Exercise Prompt.pt_BR.vtt	2.7 KB
11 -Optimistic Initial Values Code.de_DE.vtt	5.3 KB
11 -Optimistic Initial Values Code.es_ES.vtt	5.1 KB
11 -Optimistic Initial Values Code.fr_FR.vtt	5.4 KB
11 -Optimistic Initial Values Code.it_IT.vtt	5.0 KB
11 -Optimistic Initial Values Code.pt_BR.vtt	4.9 KB
12 -UCB1 Theory.de_DE.vtt	20.0 KB
12 -UCB1 Theory.es_ES.vtt	19.1 KB
12 -UCB1 Theory.fr_FR.vtt	20.4 KB
12 -UCB1 Theory.it_IT.vtt	19.2 KB
12 -UCB1 Theory.pt_BR.vtt	18.8 KB
13 -UCB1 Beginner's Exercise Prompt.de_DE.vtt	2.8 KB
13 -UCB1 Beginner's Exercise Prompt.es_ES.vtt	2.6 KB
13 -UCB1 Beginner's Exercise Prompt.fr_FR.vtt	2.7 KB
13 -UCB1 Beginner's Exercise Prompt.it_IT.vtt	2.6 KB
13 -UCB1 Beginner's Exercise Prompt.pt_BR.vtt	2.6 KB
14 -UCB1 Code.de_DE.vtt	3.9 KB
14 -UCB1 Code.es_ES.vtt	3.7 KB
14 -UCB1 Code.fr_FR.vtt	3.8 KB
14 -UCB1 Code.it_IT.vtt	3.7 KB
14 -UCB1 Code.pt_BR.vtt	3.5 KB
15 -Bayesian Bandits Thompson Sampling Theory (pt 1).de_DE.vtt	16.8 KB
15 -Bayesian Bandits Thompson Sampling Theory (pt 1).es_ES.vtt	16.2 KB
15 -Bayesian Bandits Thompson Sampling Theory (pt 1).fr_FR.vtt	17.2 KB
15 -Bayesian Bandits Thompson Sampling Theory (pt 1).it_IT.vtt	16.0 KB
15 -Bayesian Bandits Thompson Sampling Theory (pt 1).pt_BR.vtt	15.8 KB
16 -Bayesian Bandits Thompson Sampling Theory (pt 2).de_DE.vtt	23.4 KB
16 -Bayesian Bandits Thompson Sampling Theory (pt 2).es_ES.vtt	22.6 KB
16 -Bayesian Bandits Thompson Sampling Theory (pt 2).fr_FR.vtt	24.4 KB
16 -Bayesian Bandits Thompson Sampling Theory (pt 2).it_IT.vtt	22.7 KB
16 -Bayesian Bandits Thompson Sampling Theory (pt 2).pt_BR.vtt	22.3 KB
17 -Thompson Sampling Beginner's Exercise Prompt.de_DE.vtt	3.5 KB
17 -Thompson Sampling Beginner's Exercise Prompt.es_ES.vtt	3.3 KB
17 -Thompson Sampling Beginner's Exercise Prompt.fr_FR.vtt	3.5 KB
17 -Thompson Sampling Beginner's Exercise Prompt.it_IT.vtt	3.3 KB
17 -Thompson Sampling Beginner's Exercise Prompt.pt_BR.vtt	3.2 KB
18 -Thompson Sampling Code.de_DE.vtt	5.8 KB
18 -Thompson Sampling Code.es_ES.vtt	5.5 KB
18 -Thompson Sampling Code.fr_FR.vtt	5.8 KB
18 -Thompson Sampling Code.it_IT.vtt	5.5 KB
18 -Thompson Sampling Code.pt_BR.vtt	5.3 KB
19 -Thompson Sampling With Gaussian Reward Theory.de_DE.vtt	15.0 KB
19 -Thompson Sampling With Gaussian Reward Theory.es_ES.vtt	14.5 KB
19 -Thompson Sampling With Gaussian Reward Theory.fr_FR.vtt	15.4 KB
19 -Thompson Sampling With Gaussian Reward Theory.it_IT.vtt	14.3 KB
19 -Thompson Sampling With Gaussian Reward Theory.pt_BR.vtt	14.3 KB
20 -Thompson Sampling With Gaussian Reward Code.de_DE.vtt	7.4 KB
20 -Thompson Sampling With Gaussian Reward Code.es_ES.vtt	7.1 KB
20 -Thompson Sampling With Gaussian Reward Code.fr_FR.vtt	7.4 KB
20 -Thompson Sampling With Gaussian Reward Code.it_IT.vtt	7.0 KB
20 -Thompson Sampling With Gaussian Reward Code.pt_BR.vtt	6.9 KB
21 -Exercise on Gaussian Rewards.de_DE.vtt	1.6 KB
21 -Exercise on Gaussian Rewards.es_ES.vtt	1.5 KB
21 -Exercise on Gaussian Rewards.fr_FR.vtt	1.7 KB
21 -Exercise on Gaussian Rewards.it_IT.vtt	1.6 KB
21 -Exercise on Gaussian Rewards.pt_BR.vtt	1.5 KB
22 -Why don't we just use a library.de_DE.vtt	7.6 KB
22 -Why don't we just use a library.es_ES.vtt	7.4 KB
22 -Why don't we just use a library.fr_FR.vtt	7.9 KB
22 -Why don't we just use a library.it_IT.vtt	7.3 KB
22 -Why don't we just use a library.pt_BR.vtt	7.4 KB
23 -Nonstationary Bandits.de_DE.vtt	9.7 KB
23 -Nonstationary Bandits.es_ES.vtt	9.4 KB
23 -Nonstationary Bandits.fr_FR.vtt	10.0 KB
23 -Nonstationary Bandits.it_IT.vtt	9.3 KB
23 -Nonstationary Bandits.pt_BR.vtt	9.2 KB
24 -Bandit Summary, Real Data, and Online Learning.de_DE.vtt	9.2 KB
24 -Bandit Summary, Real Data, and Online Learning.es_ES.vtt	8.7 KB
24 -Bandit Summary, Real Data, and Online Learning.fr_FR.vtt	9.5 KB
24 -Bandit Summary, Real Data, and Online Learning.it_IT.vtt	8.6 KB
24 -Bandit Summary, Real Data, and Online Learning.pt_BR.vtt	8.7 KB
25 -(Optional) Alternative Bandit Designs.de_DE.vtt	14.0 KB
25 -(Optional) Alternative Bandit Designs.es_ES.vtt	13.8 KB
25 -(Optional) Alternative Bandit Designs.fr_FR.vtt	14.5 KB
25 -(Optional) Alternative Bandit Designs.it_IT.vtt	13.6 KB
25 -(Optional) Alternative Bandit Designs.pt_BR.vtt	13.5 KB
26 -Suggestion Box.de_DE.vtt	4.7 KB
26 -Suggestion Box.es_ES.vtt	4.4 KB
26 -Suggestion Box.fr_FR.vtt	4.8 KB
26 -Suggestion Box.it_IT.vtt	4.4 KB
26 -Suggestion Box.pt_BR.vtt	4.5 KB
/3 - High Level Overview of Reinforcement Learning/
1 -What is Reinforcement Learning.mp4	57.3 MB
1 -What is Reinforcement Learning.vtt	9.8 KB
2 -From Bandits to Full Reinforcement Learning.mp4	43.2 MB
2 -From Bandits to Full Reinforcement Learning.vtt	10.9 KB
/subtitles/
1 -What is Reinforcement Learning.de_DE.vtt	11.0 KB
1 -What is Reinforcement Learning.es_ES.vtt	10.6 KB
1 -What is Reinforcement Learning.fr_FR.vtt	11.5 KB
1 -What is Reinforcement Learning.it_IT.vtt	10.8 KB
1 -What is Reinforcement Learning.pt_BR.vtt	10.7 KB
2 -From Bandits to Full Reinforcement Learning.de_DE.vtt	12.2 KB
2 -From Bandits to Full Reinforcement Learning.es_ES.vtt	11.7 KB
2 -From Bandits to Full Reinforcement Learning.fr_FR.vtt	12.5 KB
2 -From Bandits to Full Reinforcement Learning.it_IT.vtt	11.6 KB
2 -From Bandits to Full Reinforcement Learning.pt_BR.vtt	11.3 KB
/4 - Markov Decision Proccesses/
1 -MDP Section Introduction.mp4	39.0 MB
1 -MDP Section Introduction.vtt	7.5 KB
2 -Gridworld.mp4	56.6 MB
2 -Gridworld.vtt	15.5 KB
3 -Choosing Rewards.mp4	34.1 MB
3 -Choosing Rewards.vtt	4.9 KB
4 -The Markov Property.mp4	22.8 MB
4 -The Markov Property.vtt	7.2 KB
5 -Markov Decision Processes (MDPs).mp4	64.7 MB
5 -Markov Decision Processes (MDPs).vtt	17.6 KB
6 -Future Rewards.mp4	41.4 MB
6 -Future Rewards.vtt	11.4 KB
7 -Value Functions.mp4	19.5 MB
7 -Value Functions.vtt	6.0 KB
8 -The Bellman Equation (pt 1).mp4	29.1 MB
8 -The Bellman Equation (pt 1).vtt	10.0 KB
9 -The Bellman Equation (pt 2).mp4	28.0 MB
9 -The Bellman Equation (pt 2).vtt	7.7 KB
10 -The Bellman Equation (pt 3).mp4	25.9 MB
10 -The Bellman Equation (pt 3).vtt	7.0 KB
11 -Bellman Examples.mp4	91.3 MB
11 -Bellman Examples.vtt	24.7 KB
12 -Optimal Policy and Optimal Value Function (pt 1).mp4	58.8 MB
12 -Optimal Policy and Optimal Value Function (pt 1).vtt	10.4 KB
13 -Optimal Policy and Optimal Value Function (pt 2).mp4	19.6 MB
13 -Optimal Policy and Optimal Value Function (pt 2).vtt	5.3 KB
14 -MDP Summary.mp4	15.0 MB
14 -MDP Summary.vtt	3.3 KB
/subtitles/
1 -MDP Section Introduction.de_DE.vtt	8.3 KB
1 -MDP Section Introduction.es_ES.vtt	8.0 KB
1 -MDP Section Introduction.fr_FR.vtt	8.6 KB
1 -MDP Section Introduction.it_IT.vtt	7.9 KB
1 -MDP Section Introduction.pt_BR.vtt	8.0 KB
2 -Gridworld.de_DE.vtt	17.4 KB
2 -Gridworld.es_ES.vtt	16.6 KB
2 -Gridworld.fr_FR.vtt	17.5 KB
2 -Gridworld.it_IT.vtt	16.5 KB
2 -Gridworld.pt_BR.vtt	16.1 KB
3 -Choosing Rewards.de_DE.vtt	5.4 KB
3 -Choosing Rewards.es_ES.vtt	5.3 KB
3 -Choosing Rewards.fr_FR.vtt	5.6 KB
3 -Choosing Rewards.it_IT.vtt	5.3 KB
3 -Choosing Rewards.pt_BR.vtt	5.2 KB
4 -The Markov Property.de_DE.vtt	8.1 KB
4 -The Markov Property.es_ES.vtt	7.9 KB
4 -The Markov Property.fr_FR.vtt	8.1 KB
4 -The Markov Property.it_IT.vtt	7.8 KB
4 -The Markov Property.pt_BR.vtt	7.9 KB
5 -Markov Decision Processes (MDPs).de_DE.vtt	19.9 KB
5 -Markov Decision Processes (MDPs).es_ES.vtt	18.9 KB
5 -Markov Decision Processes (MDPs).fr_FR.vtt	20.1 KB
5 -Markov Decision Processes (MDPs).it_IT.vtt	18.7 KB
5 -Markov Decision Processes (MDPs).pt_BR.vtt	18.5 KB
6 -Future Rewards.de_DE.vtt	13.0 KB
6 -Future Rewards.es_ES.vtt	12.6 KB
6 -Future Rewards.fr_FR.vtt	13.2 KB
6 -Future Rewards.it_IT.vtt	12.4 KB
6 -Future Rewards.pt_BR.vtt	12.2 KB
7 -Value Functions.de_DE.vtt	6.6 KB
7 -Value Functions.es_ES.vtt	6.4 KB
7 -Value Functions.fr_FR.vtt	6.6 KB
7 -Value Functions.it_IT.vtt	6.2 KB
7 -Value Functions.pt_BR.vtt	6.2 KB
8 -The Bellman Equation (pt 1).de_DE.vtt	11.2 KB
8 -The Bellman Equation (pt 1).es_ES.vtt	10.7 KB
8 -The Bellman Equation (pt 1).fr_FR.vtt	11.2 KB
8 -The Bellman Equation (pt 1).it_IT.vtt	10.6 KB
8 -The Bellman Equation (pt 1).pt_BR.vtt	10.3 KB
9 -The Bellman Equation (pt 2).de_DE.vtt	8.7 KB
9 -The Bellman Equation (pt 2).es_ES.vtt	8.2 KB
9 -The Bellman Equation (pt 2).fr_FR.vtt	8.9 KB
9 -The Bellman Equation (pt 2).it_IT.vtt	8.1 KB
9 -The Bellman Equation (pt 2).pt_BR.vtt	8.2 KB
10 -The Bellman Equation (pt 3).de_DE.vtt	8.0 KB
10 -The Bellman Equation (pt 3).es_ES.vtt	7.5 KB
10 -The Bellman Equation (pt 3).fr_FR.vtt	7.8 KB
10 -The Bellman Equation (pt 3).it_IT.vtt	7.4 KB
10 -The Bellman Equation (pt 3).pt_BR.vtt	7.2 KB
11 -Bellman Examples.de_DE.vtt	28.0 KB
11 -Bellman Examples.es_ES.vtt	26.4 KB
11 -Bellman Examples.fr_FR.vtt	28.1 KB
11 -Bellman Examples.it_IT.vtt	26.2 KB
11 -Bellman Examples.pt_BR.vtt	26.2 KB
12 -Optimal Policy and Optimal Value Function (pt 1).de_DE.vtt	11.7 KB
12 -Optimal Policy and Optimal Value Function (pt 1).es_ES.vtt	11.2 KB
12 -Optimal Policy and Optimal Value Function (pt 1).fr_FR.vtt	11.8 KB
12 -Optimal Policy and Optimal Value Function (pt 1).it_IT.vtt	11.4 KB
12 -Optimal Policy and Optimal Value Function (pt 1).pt_BR.vtt	11.1 KB
13 -Optimal Policy and Optimal Value Function (pt 2).de_DE.vtt	5.8 KB
13 -Optimal Policy and Optimal Value Function (pt 2).es_ES.vtt	5.8 KB
13 -Optimal Policy and Optimal Value Function (pt 2).fr_FR.vtt	6.0 KB
13 -Optimal Policy and Optimal Value Function (pt 2).it_IT.vtt	5.5 KB
13 -Optimal Policy and Optimal Value Function (pt 2).pt_BR.vtt	5.7 KB
14 -MDP Summary.de_DE.vtt	3.7 KB
14 -MDP Summary.es_ES.vtt	3.5 KB
14 -MDP Summary.fr_FR.vtt	3.8 KB
14 -MDP Summary.it_IT.vtt	3.6 KB
14 -MDP Summary.pt_BR.vtt	3.4 KB
/5 - Dynamic Programming/
1 -Dynamic Programming Section Introduction.mp4	36.4 MB
1 -Dynamic Programming Section Introduction.vtt	11.1 KB
2 -Iterative Policy Evaluation.mp4	63.7 MB
2 -Iterative Policy Evaluation.vtt	18.9 KB
3 -Designing Your RL Program.mp4	23.4 MB
3 -Designing Your RL Program.vtt	6.0 KB
4 -Gridworld in Code.mp4	49.1 MB
4 -Gridworld in Code.vtt	14.6 KB
5 -Iterative Policy Evaluation in Code.mp4	71.8 MB
5 -Iterative Policy Evaluation in Code.vtt	14.5 KB
6 -Windy Gridworld in Code.mp4	43.5 MB
6 -Windy Gridworld in Code.vtt	9.4 KB
7 -Iterative Policy Evaluation for Windy Gridworld in Code.mp4	49.2 MB
7 -Iterative Policy Evaluation for Windy Gridworld in Code.vtt	8.7 KB
8 -Policy Improvement.mp4	46.1 MB
8 -Policy Improvement.vtt	13.2 KB
9 -Policy Iteration.mp4	35.8 MB
9 -Policy Iteration.vtt	9.3 KB
10 -Policy Iteration in Code.mp4	59.1 MB
10 -Policy Iteration in Code.vtt	9.7 KB
11 -Policy Iteration in Windy Gridworld.mp4	53.9 MB
11 -Policy Iteration in Windy Gridworld.vtt	9.8 KB
12 -Value Iteration.mp4	37.0 MB
12 -Value Iteration.vtt	8.7 KB
13 -Value Iteration in Code.mp4	47.9 MB
13 -Value Iteration in Code.vtt	7.8 KB
14 -Dynamic Programming Summary.mp4	26.3 MB
14 -Dynamic Programming Summary.vtt	5.9 KB
/5 - Dynamic Programming/subtitles/
1 -Dynamic Programming Section Introduction.de_DE.vtt	12.2 KB
1 -Dynamic Programming Section Introduction.es_ES.vtt	11.8 KB
1 -Dynamic Programming Section Introduction.fr_FR.vtt	12.5 KB
1 -Dynamic Programming Section Introduction.it_IT.vtt	11.7 KB
1 -Dynamic Programming Section Introduction.pt_BR.vtt	11.5 KB
2 -Iterative Policy Evaluation.de_DE.vtt	21.0 KB
2 -Iterative Policy Evaluation.es_ES.vtt	20.6 KB
2 -Iterative Policy Evaluation.fr_FR.vtt	21.7 KB
2 -Iterative Policy Evaluation.it_IT.vtt	20.3 KB
2 -Iterative Policy Evaluation.pt_BR.vtt	20.2 KB
3 -Designing Your RL Program.de_DE.vtt	6.6 KB
3 -Designing Your RL Program.es_ES.vtt	6.4 KB
3 -Designing Your RL Program.fr_FR.vtt	6.8 KB
3 -Designing Your RL Program.it_IT.vtt	6.4 KB
3 -Designing Your RL Program.pt_BR.vtt	6.3 KB
4 -Gridworld in Code.de_DE.vtt	16.3 KB
4 -Gridworld in Code.es_ES.vtt	15.7 KB
4 -Gridworld in Code.fr_FR.vtt	16.3 KB
4 -Gridworld in Code.it_IT.vtt	15.3 KB
4 -Gridworld in Code.pt_BR.vtt	15.2 KB
5 -Iterative Policy Evaluation in Code.de_DE.vtt	16.3 KB
5 -Iterative Policy Evaluation in Code.es_ES.vtt	16.0 KB
5 -Iterative Policy Evaluation in Code.fr_FR.vtt	16.8 KB
5 -Iterative Policy Evaluation in Code.it_IT.vtt	16.1 KB
5 -Iterative Policy Evaluation in Code.pt_BR.vtt	15.6 KB
6 -Windy Gridworld in Code.de_DE.vtt	10.7 KB
6 -Windy Gridworld in Code.es_ES.vtt	10.2 KB
6 -Windy Gridworld in Code.fr_FR.vtt	10.7 KB
6 -Windy Gridworld in Code.it_IT.vtt	10.1 KB
6 -Windy Gridworld in Code.pt_BR.vtt	9.9 KB
7 -Iterative Policy Evaluation for Windy Gridworld in Code.de_DE.vtt	10.0 KB
7 -Iterative Policy Evaluation for Windy Gridworld in Code.es_ES.vtt	9.5 KB
7 -Iterative Policy Evaluation for Windy Gridworld in Code.fr_FR.vtt	10.0 KB
7 -Iterative Policy Evaluation for Windy Gridworld in Code.it_IT.vtt	9.4 KB
7 -Iterative Policy Evaluation for Windy Gridworld in Code.pt_BR.vtt	9.3 KB
8 -Policy Improvement.de_DE.vtt	14.8 KB
8 -Policy Improvement.es_ES.vtt	14.2 KB
8 -Policy Improvement.fr_FR.vtt	15.3 KB
8 -Policy Improvement.it_IT.vtt	14.2 KB
8 -Policy Improvement.pt_BR.vtt	13.9 KB
9 -Policy Iteration.de_DE.vtt	10.7 KB
9 -Policy Iteration.es_ES.vtt	10.1 KB
9 -Policy Iteration.fr_FR.vtt	11.0 KB
9 -Policy Iteration.it_IT.vtt	10.2 KB
9 -Policy Iteration.pt_BR.vtt	10.0 KB
10 -Policy Iteration in Code.de_DE.vtt	11.1 KB
10 -Policy Iteration in Code.es_ES.vtt	10.8 KB
10 -Policy Iteration in Code.fr_FR.vtt	11.5 KB
10 -Policy Iteration in Code.it_IT.vtt	10.9 KB
10 -Policy Iteration in Code.pt_BR.vtt	10.5 KB
11 -Policy Iteration in Windy Gridworld.de_DE.vtt	11.2 KB
11 -Policy Iteration in Windy Gridworld.es_ES.vtt	10.6 KB
11 -Policy Iteration in Windy Gridworld.fr_FR.vtt	11.2 KB
11 -Policy Iteration in Windy Gridworld.it_IT.vtt	10.6 KB
11 -Policy Iteration in Windy Gridworld.pt_BR.vtt	10.4 KB
12 -Value Iteration.de_DE.vtt	10.0 KB
12 -Value Iteration.es_ES.vtt	9.5 KB
12 -Value Iteration.fr_FR.vtt	10.1 KB
12 -Value Iteration.it_IT.vtt	9.7 KB
12 -Value Iteration.pt_BR.vtt	9.2 KB
13 -Value Iteration in Code.de_DE.vtt	8.8 KB
13 -Value Iteration in Code.es_ES.vtt	8.7 KB
13 -Value Iteration in Code.fr_FR.vtt	9.2 KB
13 -Value Iteration in Code.it_IT.vtt	8.7 KB
13 -Value Iteration in Code.pt_BR.vtt	8.3 KB
14 -Dynamic Programming Summary.de_DE.vtt	6.7 KB
14 -Dynamic Programming Summary.es_ES.vtt	6.4 KB
14 -Dynamic Programming Summary.fr_FR.vtt	6.9 KB
14 -Dynamic Programming Summary.it_IT.vtt	6.5 KB
14 -Dynamic Programming Summary.pt_BR.vtt	6.3 KB
/6 - Monte Carlo/
1 -Monte Carlo Intro.mp4	49.9 MB
1 -Monte Carlo Intro.vtt	11.3 KB
2 -Monte Carlo Policy Evaluation.mp4	49.4 MB
2 -Monte Carlo Policy Evaluation.vtt	13.2 KB
3 -Monte Carlo Policy Evaluation in Code.mp4	54.2 MB
3 -Monte Carlo Policy Evaluation in Code.vtt	9.5 KB
4 -Monte Carlo Control.mp4	37.3 MB
4 -Monte Carlo Control.vtt	10.4 KB
5 -Monte Carlo Control in Code.mp4	67.5 MB
5 -Monte Carlo Control in Code.vtt	10.1 KB
6 -Monte Carlo Control without Exploring Starts.mp4	24.5 MB
6 -Monte Carlo Control without Exploring Starts.vtt	5.2 KB
7 -Monte Carlo Control without Exploring Starts in Code.mp4	42.7 MB
7 -Monte Carlo Control without Exploring Starts in Code.vtt	6.5 KB
8 -Monte Carlo Summary.mp4	12.0 MB
8 -Monte Carlo Summary.vtt	2.0 KB
/6 - Monte Carlo/subtitles/
1 -Monte Carlo Intro.de_DE.vtt	12.6 KB
1 -Monte Carlo Intro.es_ES.vtt	12.1 KB
1 -Monte Carlo Intro.fr_FR.vtt	13.1 KB
1 -Monte Carlo Intro.it_IT.vtt	12.1 KB
1 -Monte Carlo Intro.pt_BR.vtt	12.0 KB
2 -Monte Carlo Policy Evaluation.de_DE.vtt	14.8 KB
2 -Monte Carlo Policy Evaluation.es_ES.vtt	14.3 KB
2 -Monte Carlo Policy Evaluation.fr_FR.vtt	15.0 KB
2 -Monte Carlo Policy Evaluation.it_IT.vtt	14.2 KB
2 -Monte Carlo Policy Evaluation.pt_BR.vtt	13.9 KB
3 -Monte Carlo Policy Evaluation in Code.de_DE.vtt	10.9 KB
3 -Monte Carlo Policy Evaluation in Code.es_ES.vtt	10.5 KB
3 -Monte Carlo Policy Evaluation in Code.fr_FR.vtt	11.0 KB
3 -Monte Carlo Policy Evaluation in Code.it_IT.vtt	10.4 KB
3 -Monte Carlo Policy Evaluation in Code.pt_BR.vtt	10.3 KB
4 -Monte Carlo Control.de_DE.vtt	11.9 KB
4 -Monte Carlo Control.es_ES.vtt	11.3 KB
4 -Monte Carlo Control.fr_FR.vtt	12.4 KB
4 -Monte Carlo Control.it_IT.vtt	11.2 KB
4 -Monte Carlo Control.pt_BR.vtt	11.2 KB
5 -Monte Carlo Control in Code.de_DE.vtt	12.0 KB
5 -Monte Carlo Control in Code.es_ES.vtt	11.5 KB
5 -Monte Carlo Control in Code.fr_FR.vtt	12.2 KB
5 -Monte Carlo Control in Code.it_IT.vtt	11.5 KB
5 -Monte Carlo Control in Code.pt_BR.vtt	11.1 KB
6 -Monte Carlo Control without Exploring Starts.de_DE.vtt	5.9 KB
6 -Monte Carlo Control without Exploring Starts.es_ES.vtt	5.6 KB
6 -Monte Carlo Control without Exploring Starts.fr_FR.vtt	6.1 KB
6 -Monte Carlo Control without Exploring Starts.it_IT.vtt	5.6 KB
6 -Monte Carlo Control without Exploring Starts.pt_BR.vtt	5.6 KB
7 -Monte Carlo Control without Exploring Starts in Code.de_DE.vtt	7.4 KB
7 -Monte Carlo Control without Exploring Starts in Code.es_ES.vtt	7.2 KB
7 -Monte Carlo Control without Exploring Starts in Code.fr_FR.vtt	7.7 KB
7 -Monte Carlo Control without Exploring Starts in Code.it_IT.vtt	7.1 KB
7 -Monte Carlo Control without Exploring Starts in Code.pt_BR.vtt	7.0 KB
8 -Monte Carlo Summary.de_DE.vtt	2.2 KB
8 -Monte Carlo Summary.es_ES.vtt	2.1 KB
8 -Monte Carlo Summary.fr_FR.vtt	2.3 KB
8 -Monte Carlo Summary.it_IT.vtt	2.1 KB
8 -Monte Carlo Summary.pt_BR.vtt	2.1 KB
/7 - Temporal Difference Learning/
1 -Temporal Difference Introduction.mp4	15.1 MB
1 -Temporal Difference Introduction.vtt	4.7 KB
2 -TD(0) Prediction.mp4	16.6 MB
2 -TD(0) Prediction.vtt	6.2 KB
3 -TD(0) Prediction in Code.mp4	34.0 MB
3 -TD(0) Prediction in Code.vtt	5.4 KB
4 -SARSA.mp4	17.0 MB
4 -SARSA.vtt	5.4 KB
5 -SARSA in Code.mp4	47.1 MB
5 -SARSA in Code.vtt	6.9 KB
6 -Q Learning.mp4	20.8 MB
6 -Q Learning.vtt	5.7 KB
7 -Q Learning in Code.mp4	40.4 MB
7 -Q Learning in Code.vtt	5.5 KB
8 -TD Learning Section Summary.mp4	10.5 MB
8 -TD Learning Section Summary.vtt	2.7 KB
/subtitles/
1 -Temporal Difference Introduction.de_DE.vtt	5.2 KB
1 -Temporal Difference Introduction.es_ES.vtt	5.0 KB
1 -Temporal Difference Introduction.fr_FR.vtt	5.5 KB
1 -Temporal Difference Introduction.it_IT.vtt	5.0 KB
1 -Temporal Difference Introduction.pt_BR.vtt	4.8 KB
2 -TD(0) Prediction.de_DE.vtt	7.1 KB
2 -TD(0) Prediction.es_ES.vtt	6.9 KB
2 -TD(0) Prediction.fr_FR.vtt	7.3 KB
2 -TD(0) Prediction.it_IT.vtt	6.8 KB
2 -TD(0) Prediction.pt_BR.vtt	6.6 KB
3 -TD(0) Prediction in Code.de_DE.vtt	6.3 KB
3 -TD(0) Prediction in Code.es_ES.vtt	6.1 KB
3 -TD(0) Prediction in Code.fr_FR.vtt	6.4 KB
3 -TD(0) Prediction in Code.it_IT.vtt	6.0 KB
3 -TD(0) Prediction in Code.pt_BR.vtt	5.8 KB
4 -SARSA.de_DE.vtt	6.3 KB
4 -SARSA.es_ES.vtt	6.1 KB
4 -SARSA.fr_FR.vtt	6.5 KB
4 -SARSA.it_IT.vtt	6.0 KB
4 -SARSA.pt_BR.vtt	5.8 KB
5 -SARSA in Code.de_DE.vtt	8.0 KB
5 -SARSA in Code.es_ES.vtt	7.7 KB
5 -SARSA in Code.fr_FR.vtt	8.1 KB
5 -SARSA in Code.it_IT.vtt	7.6 KB
5 -SARSA in Code.pt_BR.vtt	7.4 KB
6 -Q Learning.de_DE.vtt	6.5 KB
6 -Q Learning.es_ES.vtt	6.3 KB
6 -Q Learning.fr_FR.vtt	6.6 KB
6 -Q Learning.it_IT.vtt	6.3 KB
6 -Q Learning.pt_BR.vtt	6.2 KB
7 -Q Learning in Code.de_DE.vtt	6.4 KB
7 -Q Learning in Code.es_ES.vtt	6.1 KB
7 -Q Learning in Code.fr_FR.vtt	6.4 KB
7 -Q Learning in Code.it_IT.vtt	6.1 KB
7 -Q Learning in Code.pt_BR.vtt	5.8 KB
8 -TD Learning Section Summary.de_DE.vtt	3.0 KB
8 -TD Learning Section Summary.es_ES.vtt	3.0 KB
8 -TD Learning Section Summary.fr_FR.vtt	3.2 KB
8 -TD Learning Section Summary.it_IT.vtt	3.0 KB
8 -TD Learning Section Summary.pt_BR.vtt	2.9 KB
/8 - Approximation Methods/
1 -Approximation Methods Section Introduction.mp4	23.1 MB
1 -Approximation Methods Section Introduction.vtt	5.2 KB
2 -Linear Models for Reinforcement Learning.mp4	32.6 MB
2 -Linear Models for Reinforcement Learning.vtt	10.3 KB
3 -Feature Engineering.mp4	48.1 MB
3 -Feature Engineering.vtt	13.0 KB
4 -Approximation Methods for Prediction.mp4	36.0 MB
4 -Approximation Methods for Prediction.vtt	11.3 KB
5 -Approximation Methods for Prediction Code.mp4	65.3 MB
5 -Approximation Methods for Prediction Code.vtt	9.5 KB
6 -Approximation Methods for Control.mp4	18.4 MB
6 -Approximation Methods for Control.vtt	5.2 KB
7 -Approximation Methods for Control Code.mp4	81.5 MB
7 -Approximation Methods for Control Code.vtt	9.9 KB
8 -CartPole.mp4	28.2 MB
8 -CartPole.vtt	6.6 KB
9 -CartPole Code.mp4	50.5 MB
9 -CartPole Code.vtt	6.4 KB
10 -Approximation Methods Exercise.mp4	18.4 MB
10 -Approximation Methods Exercise.vtt	4.8 KB
11 -Approximation Methods Section Summary.mp4	22.8 MB
11 -Approximation Methods Section Summary.vtt	3.6 KB
/8 - Approximation Methods/subtitles/
1 -Approximation Methods Section Introduction.de_DE.vtt	5.8 KB
1 -Approximation Methods Section Introduction.es_ES.vtt	5.7 KB
1 -Approximation Methods Section Introduction.fr_FR.vtt	6.1 KB
1 -Approximation Methods Section Introduction.it_IT.vtt	5.7 KB
1 -Approximation Methods Section Introduction.pt_BR.vtt	5.5 KB
2 -Linear Models for Reinforcement Learning.de_DE.vtt	11.5 KB
2 -Linear Models for Reinforcement Learning.es_ES.vtt	11.2 KB
2 -Linear Models for Reinforcement Learning.fr_FR.vtt	11.9 KB
2 -Linear Models for Reinforcement Learning.it_IT.vtt	11.0 KB
2 -Linear Models for Reinforcement Learning.pt_BR.vtt	10.9 KB
3 -Feature Engineering.de_DE.vtt	14.6 KB
3 -Feature Engineering.es_ES.vtt	14.3 KB
3 -Feature Engineering.fr_FR.vtt	15.2 KB
3 -Feature Engineering.it_IT.vtt	14.2 KB
3 -Feature Engineering.pt_BR.vtt	14.0 KB
4 -Approximation Methods for Prediction.de_DE.vtt	13.0 KB
4 -Approximation Methods for Prediction.es_ES.vtt	12.6 KB
4 -Approximation Methods for Prediction.fr_FR.vtt	13.4 KB
4 -Approximation Methods for Prediction.it_IT.vtt	12.5 KB
4 -Approximation Methods for Prediction.pt_BR.vtt	12.1 KB
5 -Approximation Methods for Prediction Code.de_DE.vtt	11.0 KB
5 -Approximation Methods for Prediction Code.es_ES.vtt	10.7 KB
5 -Approximation Methods for Prediction Code.fr_FR.vtt	11.3 KB
5 -Approximation Methods for Prediction Code.it_IT.vtt	10.7 KB
5 -Approximation Methods for Prediction Code.pt_BR.vtt	10.2 KB
6 -Approximation Methods for Control.de_DE.vtt	5.8 KB
6 -Approximation Methods for Control.es_ES.vtt	5.8 KB
6 -Approximation Methods for Control.fr_FR.vtt	6.1 KB
6 -Approximation Methods for Control.it_IT.vtt	5.8 KB
6 -Approximation Methods for Control.pt_BR.vtt	5.6 KB
7 -Approximation Methods for Control Code.de_DE.vtt	11.6 KB
7 -Approximation Methods for Control Code.es_ES.vtt	11.1 KB
7 -Approximation Methods for Control Code.fr_FR.vtt	11.5 KB
7 -Approximation Methods for Control Code.it_IT.vtt	11.1 KB
7 -Approximation Methods for Control Code.pt_BR.vtt	10.7 KB
8 -CartPole.de_DE.vtt	7.7 KB
8 -CartPole.es_ES.vtt	7.4 KB
8 -CartPole.fr_FR.vtt	7.8 KB
8 -CartPole.it_IT.vtt	7.2 KB
8 -CartPole.pt_BR.vtt	7.1 KB
9 -CartPole Code.de_DE.vtt	7.4 KB
9 -CartPole Code.es_ES.vtt	7.2 KB
9 -CartPole Code.fr_FR.vtt	7.4 KB
9 -CartPole Code.it_IT.vtt	6.8 KB
9 -CartPole Code.pt_BR.vtt	6.9 KB
10 -Approximation Methods Exercise.de_DE.vtt	5.3 KB
10 -Approximation Methods Exercise.es_ES.vtt	5.2 KB
10 -Approximation Methods Exercise.fr_FR.vtt	5.5 KB
10 -Approximation Methods Exercise.it_IT.vtt	5.1 KB
10 -Approximation Methods Exercise.pt_BR.vtt	5.0 KB
11 -Approximation Methods Section Summary.de_DE.vtt	4.0 KB
11 -Approximation Methods Section Summary.es_ES.vtt	4.0 KB
11 -Approximation Methods Section Summary.fr_FR.vtt	4.3 KB
11 -Approximation Methods Section Summary.it_IT.vtt	4.1 KB
11 -Approximation Methods Section Summary.pt_BR.vtt	3.9 KB
/9 - Interlude Common Beginner Questions/
1 -This Course vs. RL Book What's the Difference.mp4	40.1 MB
1 -This Course vs. RL Book What's the Difference.vtt	9.3 KB
/subtitles/
1 -This Course vs. RL Book What's the Difference.de_DE.vtt	10.2 KB
1 -This Course vs. RL Book What's the Difference.es_ES.vtt	9.8 KB
1 -This Course vs. RL Book What's the Difference.fr_FR.vtt	10.5 KB
1 -This Course vs. RL Book What's the Difference.it_IT.vtt	10.0 KB
1 -This Course vs. RL Book What's the Difference.pt_BR.vtt	9.8 KB
/10 - Stock Trading Project with Reinforcement Learning/
1 -Beginners, halt! Stop here if you skipped ahead.mp4	87.8 MB
1 -Beginners, halt! Stop here if you skipped ahead.vtt	18.4 KB
2 -Stock Trading Project Section Introduction.mp4	28.1 MB
2 -Stock Trading Project Section Introduction.vtt	6.1 KB
3 -Data and Environment.mp4	54.5 MB
3 -Data and Environment.vtt	14.1 KB
4 -How to Model Q for Q-Learning.mp4	47.1 MB
4 -How to Model Q for Q-Learning.vtt	10.8 KB
5 -Design of the Program.mp4	24.4 MB
5 -Design of the Program.vtt	7.7 KB
6 -Code pt 1.mp4	52.1 MB
6 -Code pt 1.vtt	8.7 KB
7 -Code pt 2.mp4	68.5 MB
7 -Code pt 2.vtt	10.5 KB
8 -Code pt 3.mp4	35.4 MB
8 -Code pt 3.vtt	4.9 KB
9 -Code pt 4.mp4	55.5 MB
9 -Code pt 4.vtt	7.4 KB
10 -Stock Trading Project Discussion.mp4	16.5 MB
10 -Stock Trading Project Discussion.vtt	3.9 KB
/subtitles/
1 -Beginners, halt! Stop here if you skipped ahead.de_DE.vtt	20.1 KB
1 -Beginners, halt! Stop here if you skipped ahead.es_ES.vtt	19.6 KB
1 -Beginners, halt! Stop here if you skipped ahead.fr_FR.vtt	20.9 KB
1 -Beginners, halt! Stop here if you skipped ahead.it_IT.vtt	19.4 KB
1 -Beginners, halt! Stop here if you skipped ahead.pt_BR.vtt	19.5 KB
2 -Stock Trading Project Section Introduction.de_DE.vtt	6.8 KB
2 -Stock Trading Project Section Introduction.es_ES.vtt	6.6 KB
2 -Stock Trading Project Section Introduction.fr_FR.vtt	6.9 KB
2 -Stock Trading Project Section Introduction.it_IT.vtt	6.5 KB
2 -Stock Trading Project Section Introduction.pt_BR.vtt	6.5 KB
3 -Data and Environment.de_DE.vtt	15.7 KB
3 -Data and Environment.es_ES.vtt	15.3 KB
3 -Data and Environment.fr_FR.vtt	16.1 KB
3 -Data and Environment.it_IT.vtt	15.0 KB
3 -Data and Environment.pt_BR.vtt	15.1 KB
4 -How to Model Q for Q-Learning.de_DE.vtt	12.2 KB
4 -How to Model Q for Q-Learning.es_ES.vtt	11.8 KB
4 -How to Model Q for Q-Learning.fr_FR.vtt	12.5 KB
4 -How to Model Q for Q-Learning.it_IT.vtt	11.8 KB
4 -How to Model Q for Q-Learning.pt_BR.vtt	11.4 KB
5 -Design of the Program.de_DE.vtt	8.6 KB
5 -Design of the Program.es_ES.vtt	8.5 KB
5 -Design of the Program.fr_FR.vtt	8.7 KB
5 -Design of the Program.it_IT.vtt	8.5 KB
5 -Design of the Program.pt_BR.vtt	8.3 KB
6 -Code pt 1.de_DE.vtt	10.0 KB
6 -Code pt 1.es_ES.vtt	9.6 KB
6 -Code pt 1.fr_FR.vtt	10.2 KB
6 -Code pt 1.it_IT.vtt	9.5 KB
6 -Code pt 1.pt_BR.vtt	9.4 KB
7 -Code pt 2.de_DE.vtt	11.9 KB
7 -Code pt 2.es_ES.vtt	11.6 KB
7 -Code pt 2.fr_FR.vtt	11.9 KB
7 -Code pt 2.it_IT.vtt	11.6 KB
7 -Code pt 2.pt_BR.vtt	11.2 KB
8 -Code pt 3.de_DE.vtt	5.5 KB
8 -Code pt 3.es_ES.vtt	5.4 KB
8 -Code pt 3.fr_FR.vtt	5.5 KB
8 -Code pt 3.it_IT.vtt	5.3 KB
8 -Code pt 3.pt_BR.vtt	5.2 KB
9 -Code pt 4.de_DE.vtt	8.7 KB
9 -Code pt 4.es_ES.vtt	8.4 KB
9 -Code pt 4.fr_FR.vtt	8.8 KB
9 -Code pt 4.it_IT.vtt	8.3 KB
9 -Code pt 4.pt_BR.vtt	8.1 KB
10 -Stock Trading Project Discussion.de_DE.vtt	4.5 KB
10 -Stock Trading Project Discussion.es_ES.vtt	4.4 KB
10 -Stock Trading Project Discussion.fr_FR.vtt	4.6 KB
10 -Stock Trading Project Discussion.it_IT.vtt	4.2 KB
10 -Stock Trading Project Discussion.pt_BR.vtt	4.3 KB
/11 - 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	195.4 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	17.0 KB
/subtitles/
1 -Pre-Installation Check.de_DE.vtt	6.3 KB
1 -Pre-Installation Check.es_ES.vtt	6.0 KB
1 -Pre-Installation Check.fr_FR.vtt	6.4 KB
1 -Pre-Installation Check.it_IT.vtt	5.7 KB
1 -Pre-Installation Check.pt_BR.vtt	6.2 KB
2 -Anaconda Environment Setup.de_DE.vtt	20.2 KB
2 -Anaconda Environment Setup.es_ES.vtt	19.4 KB
2 -Anaconda Environment Setup.fr_FR.vtt	20.8 KB
2 -Anaconda Environment Setup.it_IT.vtt	19.1 KB
2 -Anaconda Environment Setup.pt_BR.vtt	19.1 KB
3 -How to install Numpy, Scipy, Matplotlib, Pandas, IPython, Theano, and TensorFlow.de_DE.vtt	15.4 KB
3 -How to install Numpy, Scipy, Matplotlib, Pandas, IPython, Theano, and TensorFlow.es_ES.vtt	14.8 KB
3 -How to install Numpy, Scipy, Matplotlib, Pandas, IPython, Theano, and TensorFlow.fr_FR.vtt	15.8 KB
3 -How to install Numpy, Scipy, Matplotlib, Pandas, IPython, Theano, and TensorFlow.it_IT.vtt	14.5 KB
3 -How to install Numpy, Scipy, Matplotlib, Pandas, IPython, Theano, and TensorFlow.pt_BR.vtt	14.9 KB
/12 - 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	28.0 KB
2 -How to Code by Yourself (part 2).mp4	15.5 MB
2 -How to Code by Yourself (part 2).vtt	17.1 KB
3 -Proof that using Jupyter Notebook is the same as not using it.mp4	82.1 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
/subtitles/
1 -How to Code by Yourself (part 1).de_DE.vtt	25.3 KB
1 -How to Code by Yourself (part 1).es_ES.vtt	24.7 KB
1 -How to Code by Yourself (part 1).fr_FR.vtt	26.3 KB
1 -How to Code by Yourself (part 1).it_IT.vtt	24.3 KB
1 -How to Code by Yourself (part 1).pt_BR.vtt	24.8 KB
2 -How to Code by Yourself (part 2).de_DE.vtt	15.5 KB
2 -How to Code by Yourself (part 2).es_ES.vtt	14.9 KB
2 -How to Code by Yourself (part 2).fr_FR.vtt	15.7 KB
2 -How to Code by Yourself (part 2).it_IT.vtt	14.6 KB
2 -How to Code by Yourself (part 2).pt_BR.vtt	14.9 KB
3 -Proof that using Jupyter Notebook is the same as not using it.de_DE.vtt	13.7 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.fr_FR.vtt	14.2 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.pt_BR.vtt	13.5 KB
4 -Python 2 vs Python 3.de_DE.vtt	6.2 KB
4 -Python 2 vs Python 3.es_ES.vtt	5.9 KB
4 -Python 2 vs Python 3.fr_FR.vtt	6.3 KB
4 -Python 2 vs Python 3.it_IT.vtt	5.9 KB
4 -Python 2 vs Python 3.pt_BR.vtt	6.0 KB
/13 - 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).de_DE.vtt	14.6 KB
1 -How to Succeed in this Course (Long Version).es_ES.vtt	13.8 KB
1 -How to Succeed in this Course (Long Version).fr_FR.vtt	14.9 KB
1 -How to Succeed in this Course (Long Version).it_IT.vtt	13.6 KB
1 -How to Succeed in this Course (Long Version).pt_BR.vtt	14.0 KB
2 -Is this for Beginners or Experts Academic or Practical Fast or slow-paced.de_DE.vtt	31.6 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.fr_FR.vtt	32.5 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.pt_BR.vtt	30.6 KB
3 -Machine Learning and AI Prerequisite Roadmap (pt 1).de_DE.vtt	15.7 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).fr_FR.vtt	16.4 KB
3 -Machine Learning and AI Prerequisite Roadmap (pt 1).it_IT.vtt	15.5 KB
3 -Machine Learning and AI Prerequisite Roadmap (pt 1).pt_BR.vtt	15.5 KB
4 -Machine Learning and AI Prerequisite Roadmap (pt 2).de_DE.vtt	23.1 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).fr_FR.vtt	24.5 KB
4 -Machine Learning and AI Prerequisite Roadmap (pt 2).it_IT.vtt	22.7 KB
4 -Machine Learning and AI Prerequisite Roadmap (pt 2).pt_BR.vtt	22.8 KB
/14 - Appendix FAQ Finale/
1 -What is the Appendix.mp4	5.7 MB
1 -What is the Appendix.vtt	3.4 KB
2 -BONUS.mp4	42.5 MB
/subtitles/
1 -What is the Appendix.de_DE.vtt	3.7 KB
1 -What is the Appendix.es_ES.vtt	3.5 KB
1 -What is the Appendix.fr_FR.vtt	3.8 KB
1 -What is the Appendix.it_IT.vtt	3.5 KB
1 -What is the Appendix.pt_BR.vtt	3.5 KB
2 -BONUS.de_DE.vtt	8.3 KB
Total files 780