DRLND | B82D872688BA29BEE7DCC3F32837EAE4DD03E191

DRLND

Name	DRLND	DOWNLOAD Copy Link Trouble downloading? see How To
Total Size	2.5 GB
Total Files	1590
Hash	B82D872688BA29BEE7DCC3F32837EAE4DD03E191

/.../Part 02-Module 01-Lesson 02_Deep Q-Networks/
03. Experience Replay-wX_-SZG-YMQ.mp4	50.7 MB
01. DQN Overview-WgiAvr7COR0.en.vtt	1.7 KB
01. DQN Overview-WgiAvr7COR0.mp4	5.1 MB
01. From RL to Deep RL-7HLJ0uaR1F0.en.vtt	2.7 KB
01. From RL to Deep RL-7HLJ0uaR1F0.mp4	3.7 MB
01. From RL to Deep RL.html	8.7 KB
02. Deep Q-Networks-GgtR_d1OB-M.en.vtt	6.0 KB
02. Deep Q-Networks-GgtR_d1OB-M.mp4	26.9 MB
02. Deep Q-Networks-GgtR_d1OB-M.pt-BR.vtt	6.5 KB
02. Deep Q-Networks-GgtR_d1OB-M.zh-CN.vtt	5.4 KB
02. Deep Q-Networks.html	10.3 KB
03. Experience Replay-wX_-SZG-YMQ.en.vtt	9.7 KB
03. Experience Replay-wX_-SZG-YMQ.pt-BR.vtt	11.6 KB
03. Experience Replay-wX_-SZG-YMQ.zh-CN.vtt	8.4 KB
03. Experience Replay.html	9.2 KB
04. Fixed Q-Targets-SWpyiEezfp4.en.vtt	5.6 KB
04. Fixed Q-Targets-SWpyiEezfp4.mp4	22.0 MB
04. Fixed Q-Targets-SWpyiEezfp4.pt-BR.vtt	6.1 KB
04. Fixed Q-Targets-SWpyiEezfp4.zh-CN.vtt	4.9 KB
04. Fixed Q-Targets.html	9.6 KB
05. Deep Q-Learning Algorithm-MqTXoCxQ_eY.en.vtt	4.6 KB
05. Deep Q-Learning Algorithm-MqTXoCxQ_eY.mp4	18.3 MB
05. Deep Q-Learning Algorithm-MqTXoCxQ_eY.pt-BR.vtt	5.5 KB
05. Deep Q-Learning Algorithm-MqTXoCxQ_eY.zh-CN.vtt	3.9 KB
05. Deep Q-Learning Algorithm.html	8.3 KB
06. Coding Exercise.html	7.9 KB
07. Workspace.html	6.4 KB
08. Deep Q-Learning Improvements.html	7.6 KB
09. 10 Double DQN V2-PGCEMLujiGI.en.vtt	4.1 KB
09. 10 Double DQN V2-PGCEMLujiGI.mp4	3.6 MB
09. Double DQN.html	6.3 KB
10. 10 Prioritized Experience Replay V1-cN8z-7Ze9L8.en.vtt	6.4 KB
10. 10 Prioritized Experience Replay V1-cN8z-7Ze9L8.mp4	6.1 MB
10. Prioritized Experience Replay.html	6.2 KB
11. 10 Dueling DQN V2-zZeHbPs39Ls.en.vtt	1.8 KB
11. 10 Dueling DQN V2-zZeHbPs39Ls.mp4	1.7 MB
11. Dueling DQN.html	6.1 KB
12. Rainbow.html	9.5 KB
13. Summary-x6JggcDTcys.en.vtt	1.3 KB
13. Summary-x6JggcDTcys.mp4	7.6 MB
13. Summary-x6JggcDTcys.pt-BR.vtt	1.5 KB
13. Summary-x6JggcDTcys.zh-CN.vtt	1.1 KB
13. Summary.html	5.9 KB
index.html	4.4 KB
/
Visit Coursedrive.net.url	0.1 KB
Course Downloaded from coursedrive.net.txt	0.4 KB
/Udacity - Deep Reinforcement Learning Nanodegree nd893 v1.0.0/
index.html	111.4 KB
ReadMe.txt	0.4 KB
Visit Coursedrive.net.url	0.1 KB
/assets/css/
bootstrap.min.css	140.9 KB
jquery.mCustomScrollbar.min.css	42.8 KB
katex.min.css	22.1 KB
plyr.css	24.2 KB
styles.css	3.9 KB
/assets/css/fonts/
KaTeX_AMS-Regular.ttf	71.4 KB
KaTeX_AMS-Regular.woff	40.2 KB
KaTeX_AMS-Regular.woff2	33.2 KB
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KaTeX_Caligraphic-Regular.ttf	19.0 KB
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KaTeX_Fraktur-Bold.ttf	36.0 KB
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KaTeX_Main-Regular.ttf	70.1 KB
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KaTeX_Main-Regular.woff2	32.9 KB
KaTeX_Math-BoldItalic.ttf	39.7 KB
KaTeX_Math-BoldItalic.woff	23.2 KB
KaTeX_Math-BoldItalic.woff2	20.0 KB
KaTeX_Math-Italic.ttf	41.4 KB
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KaTeX_SansSerif-Bold.ttf	34.0 KB
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KaTeX_SansSerif-Bold.woff2	16.0 KB
KaTeX_SansSerif-Italic.ttf	31.3 KB
KaTeX_SansSerif-Italic.woff	18.1 KB
KaTeX_SansSerif-Italic.woff2	15.2 KB
KaTeX_SansSerif-Regular.ttf	30.2 KB
KaTeX_SansSerif-Regular.woff	16.8 KB
KaTeX_SansSerif-Regular.woff2	14.0 KB
KaTeX_Script-Regular.ttf	24.9 KB
KaTeX_Script-Regular.woff	13.9 KB
KaTeX_Script-Regular.woff2	12.3 KB
KaTeX_Size1-Regular.ttf	13.2 KB
KaTeX_Size1-Regular.woff	7.0 KB
KaTeX_Size1-Regular.woff2	5.8 KB
KaTeX_Size2-Regular.ttf	12.4 KB
KaTeX_Size2-Regular.woff	6.7 KB
KaTeX_Size2-Regular.woff2	5.6 KB
KaTeX_Size3-Regular.ttf	8.4 KB
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KaTeX_Size4-Regular.ttf	11.3 KB
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KaTeX_Size4-Regular.woff2	5.2 KB
KaTeX_Typewriter-Regular.ttf	36.3 KB
KaTeX_Typewriter-Regular.woff	20.9 KB
KaTeX_Typewriter-Regular.woff2	17.5 KB
/assets/img/
udacimak.png	472.1 KB
/assets/js/
bootstrap.min.js	51.0 KB
jquery-3.3.1.min.js	86.9 KB
jquery.mCustomScrollbar.concat.min.js	45.5 KB
katex.min.js	236.8 KB
plyr.polyfilled.min.js	129.2 KB
/.../Part 01-Module 01-Lesson 01_Welcome to Deep Reinforcement Learning/
01. Welcome To DRLND-i1-l0n1ntes.en.vtt	3.2 KB
01. Welcome To DRLND-i1-l0n1ntes.mp4	8.8 MB
01. Welcome to the Deep Reinforcement Learning Nanodegree.html	5.4 KB
02. RL In The Real World-IGlAyGbOTHo.en.vtt	2.0 KB
02. RL In The Real World-IGlAyGbOTHo.mp4	5.6 MB
02. RL in the Real World.html	5.4 KB
03. Overview of the ND Program.html	14.6 KB
04. Projects You Will Build.html	9.1 KB
04. Unity Machine Learning Agents-jC12h4UAxqs.en.vtt	4.0 KB
04. Unity Machine Learning Agents-jC12h4UAxqs.mp4	17.3 MB
05. Play Tennis!.html	7.7 KB
06. Deadline Policy.html	14.4 KB
07. Udacity Support.html	9.8 KB
08. Community Guidelines.html	8.1 KB
index.html	4.2 KB
/.../Part 01-Module 01-Lesson 01_Welcome to Deep Reinforcement Learning/img/
banana.gif	4.4 MB
bipedal-walker.gif	2.6 MB
dumb-soccer.gif	3.4 MB
game-example.gif	409.1 KB
lunar-lander.gif	103.7 KB
mjg2mzcyma.gif	1.2 MB
mountain-car-cts.gif	115.3 KB
output.gif	10.7 MB
reacher.gif	4.2 MB
screen-shot-2018-06-12-at-5.07.10-pm.png	263.6 KB
screen-shot-2018-07-06-at-11.33.53-am.png	777.7 KB
soccer.gif	5.5 MB
/.../Part 01-Module 01-Lesson 02_Get Help from Peers and Mentors/
01. What It Takes.html	5.6 KB
02. Reviews.html	5.5 KB
03. Knowledge.html	6.9 KB
04. Student Hub.html	6.5 KB
index.html	3.8 KB
/.../Part 01-Module 01-Lesson 02_Get Help from Peers and Mentors/img/
image4.png	446.9 KB
image8.png	233.5 KB
screen-shot-2018-11-07-at-9.55.40-pm.png	227.5 KB
screen-shot-2018-11-07-at-9.59.16-pm.png	541.9 KB
screen-shot-2018-11-07-at-10.23.07-pm.png	374.8 KB
screen-shot-2018-11-09-at-6.28.07-pm.png	307.2 KB
/.../Part 01-Module 01-Lesson 03_Get Help with Your Account/
01. FAQ.html	5.5 KB
02. Support.html	5.1 KB
index.html	3.6 KB
/.../Part 01-Module 01-Lesson 03_Get Help with Your Account/img/
screen-shot-2018-11-09-at-7.38.47-pm.png	113.2 KB
screen-shot-2018-11-09-at-7.48.22-pm.png	1.6 MB
screen-shot-2018-11-09-at-7.49.34-pm.png	244.7 KB
screen-shot-2018-11-09-at-7.49.50-pm.png	384.6 KB
/.../Part 01-Module 01-Lesson 04_Learning Plan/
01. Learning Plan.html	9.7 KB
02. Reference Guide.html	5.7 KB
03. OpenAI Gym.html	10.8 KB
04. GitHub Repository.html	5.7 KB
05. AWS Credits.html	5.7 KB
06. Student Resources.html	6.6 KB
index.html	3.9 KB
/.../Part 01-Module 01-Lesson 04_Learning Plan/img/
42135602-b0335606-7d12-11e8-8689-dd1cf9fa11a9.gif	4.4 MB
download.png	6.4 KB
grokking-deeprl.png	225.7 KB
image4.gif	948.4 KB
openaigym-gif.gif	2.2 MB
paper-notes.png	69.0 KB
udacitylogo.jpg	109.9 KB
unknown.png	3.6 KB
/.../Part 01-Module 01-Lesson 05_Introduction to RL/
01. Introduction-6jSFl5kxIBs.en.vtt	2.5 KB
01. Introduction-6jSFl5kxIBs.mp4	5.4 MB
01. Introduction-6jSFl5kxIBs.pt-BR.vtt	2.5 KB
01. Introduction-6jSFl5kxIBs.zh-CN.vtt	2.2 KB
01. Introduction.html	5.4 KB
02. Applications-CV6B84mKRNM.en.vtt	3.3 KB
02. Applications-CV6B84mKRNM.mp4	8.9 MB
02. Applications-CV6B84mKRNM.pt-BR.vtt	3.5 KB
02. Applications-CV6B84mKRNM.zh-CN.vtt	3.0 KB
02. Applications.html	7.1 KB
03. The Setting-nh8Gwdu19nc.en.vtt	7.2 KB
03. The Setting-nh8Gwdu19nc.mp4	8.1 MB
03. The Setting-nh8Gwdu19nc.pt-BR.vtt	7.5 KB
03. The Setting-nh8Gwdu19nc.zh-CN.vtt	6.2 KB
03. The Setting.html	5.0 KB
04. Resources-_YPqfAnCqtk.en.vtt	2.1 KB
04. Resources-_YPqfAnCqtk.mp4	7.3 MB
04. Resources-_YPqfAnCqtk.pt-BR.vtt	2.4 KB
04. Resources-_YPqfAnCqtk.zh-CN.vtt	1.9 KB
04. Resources.html	5.8 KB
index.html	3.7 KB
/.../Part 01-Module 01-Lesson 06_The RL Framework The Problem/
01. Introduction-X_9l_ZqXXBA.en.vtt	0.8 KB
01. Introduction-X_9l_ZqXXBA.mp4	3.0 MB
01. Introduction-X_9l_ZqXXBA.pt-BR.vtt	0.9 KB
01. Introduction-X_9l_ZqXXBA.zh-CN.vtt	0.7 KB
01. Introduction.html	6.9 KB
02. The Setting, Revisited-V6Q1uF8a6kA.en.vtt	5.7 KB
02. The Setting, Revisited-V6Q1uF8a6kA.mp4	7.7 MB
02. The Setting, Revisited-V6Q1uF8a6kA.pt-BR.vtt	5.9 KB
02. The Setting, Revisited-V6Q1uF8a6kA.zh-CN.vtt	4.9 KB
02. The Setting, Revisited.html	6.7 KB
03. Episodic vs. Continuing Tasks-E1I-BPanSM8.en.vtt	2.9 KB
03. Episodic vs. Continuing Tasks-E1I-BPanSM8.mp4	10.6 MB
03. Episodic vs. Continuing Tasks-E1I-BPanSM8.pt-BR.vtt	3.1 KB
03. Episodic vs. Continuing Tasks-E1I-BPanSM8.zh-CN.vtt	2.5 KB
03. Episodic vs. Continuing Tasks.html	6.8 KB
04. Quiz Test Your Intuition.html	12.9 KB
05. Quiz Episodic or Continuing.html	9.3 KB
06. The Reward Hypothesis-uAqNwgZ49JE.en.vtt	3.5 KB
06. The Reward Hypothesis-uAqNwgZ49JE.mp4	4.6 MB
06. The Reward Hypothesis-uAqNwgZ49JE.pt-BR.vtt	3.8 KB
06. The Reward Hypothesis-uAqNwgZ49JE.zh-CN.vtt	3.1 KB
06. The Reward Hypothesis.html	6.7 KB
07. Goals and Rewards, Part 1-XPnj3Ya3EuM.en.vtt	3.3 KB
07. Goals and Rewards, Part 1-XPnj3Ya3EuM.mp4	7.2 MB
07. Goals and Rewards, Part 1-XPnj3Ya3EuM.pt-BR.vtt	3.7 KB
07. Goals and Rewards, Part 1-XPnj3Ya3EuM.zh-CN.vtt	2.9 KB
07. Goals and Rewards, Part 1.html	6.8 KB
08. Goals and Rewards, Part 2-pVIFc72VYH8.en.vtt	5.9 KB
08. Goals and Rewards, Part 2-pVIFc72VYH8.mp4	8.4 MB
08. Goals and Rewards, Part 2-pVIFc72VYH8.pt-BR.vtt	6.5 KB
08. Goals and Rewards, Part 2-pVIFc72VYH8.zh-CN.vtt	5.1 KB
08. Goals and Rewards, Part 2.html	7.4 KB
09. Quiz Goals and Rewards.html	13.3 KB
10. Cumulative Reward-ysriH65lV9o.en.vtt	5.5 KB
10. Cumulative Reward-ysriH65lV9o.mp4	10.4 MB
10. Cumulative Reward-ysriH65lV9o.pt-BR.vtt	6.1 KB
10. Cumulative Reward-ysriH65lV9o.zh-CN.vtt	4.5 KB
10. Cumulative Reward.html	6.7 KB
11. Discounted Return-opXGNPwwn7g.en.vtt	7.3 KB
11. Discounted Return-opXGNPwwn7g.mp4	15.0 MB
11. Discounted Return-opXGNPwwn7g.pt-BR.vtt	8.2 KB
11. Discounted Return-opXGNPwwn7g.zh-CN.vtt	6.1 KB
11. Discounted Return.html	7.5 KB
12. Quiz Pole-Balancing.html	12.3 KB
13. MDPs, Part 1-NBWbluSbxPg.en.vtt	4.1 KB
13. MDPs, Part 1-NBWbluSbxPg.mp4	4.0 MB
13. MDPs, Part 1-NBWbluSbxPg.pt-BR.vtt	4.4 KB
13. MDPs, Part 1-NBWbluSbxPg.zh-CN.vtt	3.5 KB
13. MDPs, Part 1.html	8.1 KB
14. MDPs, Part 2-CUTtQvxKkNw.en.vtt	7.0 KB
14. MDPs, Part 2-CUTtQvxKkNw.mp4	7.2 MB
14. MDPs, Part 2-CUTtQvxKkNw.pt-BR.vtt	7.4 KB
14. MDPs, Part 2-CUTtQvxKkNw.zh-CN.vtt	5.8 KB
14. MDPs, Part 2.html	6.7 KB
15. Quiz One-Step Dynamics, Part 1.html	11.4 KB
16. Quiz One-Step Dynamics, Part 2.html	15.1 KB
17. MDPs, Part 3-UlXHFbla3QI.en.vtt	3.0 KB
17. MDPs, Part 3-UlXHFbla3QI.mp4	15.5 MB
17. MDPs, Part 3-UlXHFbla3QI.pt-BR.vtt	3.5 KB
17. MDPs, Part 3-UlXHFbla3QI.zh-CN.vtt	2.5 KB
17. MDPs, Part 3.html	6.7 KB
18. Finite MDPs.html	11.6 KB
19. Summary.html	12.4 KB
index.html	5.0 KB
/.../Part 01-Module 01-Lesson 06_The RL Framework The Problem/img/
1omsg2-mkguagky1c64uflw.gif	188.4 KB
article-2278590-1792e332000005dc-394-634x615.jpg	105.5 KB
backgammonboard.svg.png	115.5 KB
chess-game.jpg	7.9 MB
go.jpg	629.6 KB
index.jpg	11.8 KB
maze.png	4.3 KB
pup.jpg	185.6 KB
screen-shot-2017-09-20-at-12.02.06-pm.png	28.3 KB
screen-shot-2017-09-21-at-3.08.03-pm.png	156.6 KB
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screen-shot-2017-09-21-at-12.20.30-pm.png	208.0 KB
screen-shot-2017-09-21-at-12.20.50-pm.png	215.6 KB
/.../Part 01-Module 01-Lesson 07_The RL Framework The Solution/
01. Introduction-9Wyf5Zsska8.en.vtt	1.4 KB
01. Introduction-9Wyf5Zsska8.mp4	5.7 MB
01. Introduction-9Wyf5Zsska8.pt-BR.vtt	1.4 KB
01. Introduction-9Wyf5Zsska8.zh-CN.vtt	1.2 KB
01. Introduction.html	6.2 KB
02. Policies-hc3LrvaC13U.en.vtt	4.9 KB
02. Policies-hc3LrvaC13U.mp4	21.2 MB
02. Policies-hc3LrvaC13U.pt-BR.vtt	5.6 KB
02. Policies-hc3LrvaC13U.zh-CN.vtt	4.1 KB
02. Policies.html	6.0 KB
03. Quiz Interpret the Policy.html	12.6 KB
04. Gridworld Example-XeHBmPFqTsE.en.vtt	2.6 KB
04. Gridworld Example-XeHBmPFqTsE.mp4	2.5 MB
04. Gridworld Example-XeHBmPFqTsE.pt-BR.vtt	2.9 KB
04. Gridworld Example-XeHBmPFqTsE.zh-CN.vtt	2.1 KB
04. Gridworld Example.html	6.0 KB
05. State-Value Functions-llakAjwox_8.en.vtt	4.8 KB
05. State-Value Functions-llakAjwox_8.mp4	5.5 MB
05. State-Value Functions-llakAjwox_8.pt-BR.vtt	5.4 KB
05. State-Value Functions-llakAjwox_8.zh-CN.vtt	4.0 KB
05. State-Value Functions.html	7.4 KB
06. Bellman Equations-UgIaDMvSdUo.en.vtt	3.9 KB
06. Bellman Equations-UgIaDMvSdUo.mp4	4.3 MB
06. Bellman Equations-UgIaDMvSdUo.pt-BR.vtt	4.0 KB
06. Bellman Equations-UgIaDMvSdUo.zh-CN.vtt	3.1 KB
06. Bellman Equations.html	10.7 KB
07. Quiz State-Value Functions.html	12.9 KB
08. Optimality-j231aRV74QM.en.vtt	4.7 KB
08. Optimality-j231aRV74QM.mp4	6.3 MB
08. Optimality-j231aRV74QM.pt-BR.vtt	5.2 KB
08. Optimality-j231aRV74QM.zh-CN.vtt	3.9 KB
08. Optimality.html	6.0 KB
09. Action-Value Functions-KJLaRfOOPGA.en.vtt	4.8 KB
09. Action-Value Functions-KJLaRfOOPGA.mp4	6.9 MB
09. Action-Value Functions-KJLaRfOOPGA.pt-BR.vtt	5.4 KB
09. Action-Value Functions-KJLaRfOOPGA.zh-CN.vtt	4.0 KB
09. Action-Value Functions.html	6.9 KB
10. Quiz Action-Value Functions.html	7.1 KB
11. Optimal Policies-2rguYpVyCto.en.vtt	4.0 KB
11. Optimal Policies-2rguYpVyCto.mp4	7.5 MB
11. Optimal Policies-2rguYpVyCto.pt-BR.vtt	4.3 KB
11. Optimal Policies-2rguYpVyCto.zh-CN.vtt	3.4 KB
11. Optimal Policies.html	6.0 KB
12. Quiz Optimal Policies.html	13.1 KB
13. Summary.html	11.3 KB
index.html	4.5 KB
/.../Part 01-Module 01-Lesson 07_The RL Framework The Solution/img/
screen-shot-2017-08-31-at-3.27.10-pm.png	474.2 KB
screen-shot-2017-09-21-at-12.20.30-pm.png	208.0 KB
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/.../Part 01-Module 01-Lesson 08_Monte Carlo Methods/
01. L601 Intro RENDER V2-3H5x0lstvmo.en.vtt	1.4 KB
01. L601 Intro RENDER V2-3H5x0lstvmo.mp4	1.2 MB
01. Review.html	9.2 KB
02. Gridworld Example.html	13.3 KB
02. L602 Gridworld Example RENDER V2-2-Lwibg_IfmrA.en.vtt	3.6 KB
02. L602 Gridworld Example RENDER V2-2-Lwibg_IfmrA.mp4	3.6 MB
03. L603 Monte Carlo Methods RENDER V3-2-titaMCRl224.en.vtt	7.5 KB
03. L603 Monte Carlo Methods RENDER V3-2-titaMCRl224.mp4	8.7 MB
03. Monte Carlo Methods.html	8.6 KB
04. L604 MC Prediction Part 1RENDER V2-6ts9gdIS6vg.en.vtt	4.6 KB
04. L604 MC Prediction Part 1RENDER V2-6ts9gdIS6vg.mp4	5.0 MB
04. MC Prediction - Part 1.html	7.2 KB
05. L605 MC Prediction Part 2 RENDER V3-jR49ZyKuJ98.en.vtt	2.1 KB
05. L605 MC Prediction Part 2 RENDER V3-jR49ZyKuJ98.mp4	2.1 MB
05. MC Prediction - Part 2.html	8.3 KB
06. L606 MC Prediction Part 3 RENDERv1 V4-9LP6uXdmWxQ.en.vtt	2.4 KB
06. L606 MC Prediction Part 3 RENDERv1 V4-9LP6uXdmWxQ.mp4	2.2 MB
06. MC Prediction - Part 3.html	13.0 KB
07. OpenAI Gym BlackJackEnv.html	9.0 KB
08. Workspace - Introduction.html	8.9 KB
09. Coding Exercise.html	8.4 KB
09. MC Prediction - Solution Walkthrough-Pwiqk7Pncgc.en.vtt	10.3 KB
09. MC Prediction - Solution Walkthrough-Pwiqk7Pncgc.mp4	14.4 MB
10. Workspace.html	7.0 KB
11. Greedy Policies.html	8.2 KB
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/.../Part 01-Module 01-Lesson 09_Temporal-Difference Methods/
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/.../Part 01-Module 01-Lesson 10_Solve OpenAI Gym's Taxi-v2 Task/
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/.../Part 01-Module 01-Lesson 11_RL in Continuous Spaces/
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/.../Part 01-Module 01-Lesson 12_What's Next/
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/.../Part 02-Module 01-Lesson 03_Deep RL for Robotics/
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/.../Part 02-Module 01-Lesson 04_Navigation/
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/.../Part 02-Module 02-Lesson 01_Opportunities in Deep Reinforcement Learning/
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/.../Part 02-Module 02-Lesson 02_Optimize Your GitHub Profile/
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/.../Part 03-Module 01-Lesson 01_Study Plan/
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/.../Part 03-Module 01-Lesson 01_Study Plan/img/
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/.../Part 03-Module 01-Lesson 02_Introduction to Policy-Based Methods/
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03. More on the Policy.html	12.1 KB
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08. Coding Exercise.html	7.2 KB
09. Workspace.html	6.4 KB
10. OpenAI Request for Research.html	8.5 KB
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/.../Part 03-Module 01-Lesson 02_Introduction to Policy-Based Methods/img/
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/.../Part 03-Module 01-Lesson 03_Policy Gradient Methods/
01. M3L3 C01 V3-ZEhQRASU5O4.en.vtt	5.4 KB
01. M3L3 C01 V3-ZEhQRASU5O4.mp4	7.8 MB
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02. M3L3 C02 V6-zoOgRoaxGiU.en.vtt	4.4 KB
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/.../Part 03-Module 01-Lesson 04_Proximal Policy Optimization/
01. Instructor Introduction-sokSgNtGj9Y.en.vtt	1.3 KB
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02. Training an agent to play atari-pong!-w27mvWFBnvQ.mp4	345.5 KB
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/.../Part 03-Module 01-Lesson 04_Proximal Policy Optimization/img/
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/.../Part 03-Module 01-Lesson 05_Actor-Critic Methods/
01. Introduction.html	8.0 KB
01. M3L501 Introduction HS 1 V1-_OHo1pEaJcQ.mp4	8.4 MB
02. M3 L5 02 Motivation V1-dpFPlDtdxyQ.mp4	6.8 MB
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03. Bias and Variance.html	6.7 KB
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04. M3 L5 04 Two Ways For Estimating Expected Returns V3-2W6yIBDvfsQ.mp4	6.1 MB
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05. Baselines and Critics.html	7.6 KB
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06. M3 L5 06 Policybased Valuebased And ActorCritic V1-iyin896PNEc.mp4	17.7 MB
06. Policy-based, Value-Based, and Actor-Critic.html	6.9 KB
07. A Basic Actor-Critic Agent.html	8.8 KB
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08. A3C Asynchronous Advantage Actor-Critic, N-step.html	6.9 KB
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09. M3 L5 09 A3C Asynchronous Advantage ActorCritic Parallel Training V2-kKRbAKhjACo.mp4	4.0 MB
10. A3C Asynchronous Advantage Actor-Critic, Off- vs On-policy.html	7.2 KB
10. M3 L5 10 A3C Asynchronous Advantage ActorCritic Offpolicy Vs Onpolicy V1-AZiy5R0DESU.mp4	24.4 MB
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11. M3 L5 11 A2C Advantage ActorCritic V2-fIWe3xA97DA.mp4	3.8 MB
12. A2C Code Walk-through.html	6.7 KB
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13. GAE Generalized Advantage Estimation.html	7.1 KB
13. M3 L5 13 GAE Generalized Advantage Estimation V2-oLFocWp0dt0.mp4	11.9 MB
14. DDPG Deep Deterministic Policy Gradient, Continuous Actions.html	7.5 KB
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17. M3L517 Summary HS 1 V1-rRuiMhijw_s.mp4	8.5 MB
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/.../Part 03-Module 01-Lesson 06_Deep RL for Finance (Optional)/
01. Introduction.html	6.0 KB
01. M3L601 Introduction HS V1-Nn1PblFSnP8.mp4	3.1 MB
02. High Frequency Trading.html	6.0 KB
02. M3L602 High Frequency Trading HFT RENDER V2-oM1zZdZ-8fE.mp4	10.1 MB
03. Challenges of Supervised Learning.html	6.1 KB
03. M3L603 Challenges Of Supervised Learning RENDER V1-_hAPnbDtteM.mp4	10.3 MB
04. Advantages of RL for Trading.html	6.1 KB
04. M3L04 Advantages Of Reinforcemnt Learning For Trading RENDER V1-rqHL4BZocI8.mp4	10.9 MB
05. M3L606 Optimization SC PT1 V1-6NiRtFyA2DU.mp4	1.9 MB
05. Optimal Liquidation Problem - Part 1 - Introduction.html	6.1 KB
06. M3L607 Optimization SC PT2 V1-JzL66ZbTC9U.mp4	2.2 MB
06. Optimal Liquidation Problem - Part 2 - Market Impact.html	6.1 KB
07. M3L608 Optimization SC PT3 V1-3pN77gMg788.mp4	3.1 MB
07. Optimal Liquidation Problem - Part 3 - Price Model.html	6.1 KB
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09. Almgren and Chriss Model.html	7.0 KB
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10. M3L611 Trading Lists SC V1-cGT-ADpHR74.mp4	9.5 MB
10. Trading Lists.html	6.9 KB
11. M3L612 The Efficient Frontier V1-EwM7Ksbs-ds.mp4	8.6 MB
11. The Efficient Frontier.html	7.0 KB
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/.../Part 03-Module 01-Lesson 07_Continuous Control/
01. Unity ML-Agents.html	7.6 KB
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/.../Part 03-Module 02-Lesson 01_Strengthen Your Online Presence Using LinkedIn/
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02. Meet Chris-0ccflD9x5WU.ar.vtt	6.5 KB
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12. Up Next.html	7.6 KB
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/.../Part 04-Module 01-Lesson 01_Study Plan/
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/.../Part 04-Module 01-Lesson 02_Introduction to Multi-Agent RL/
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04. Applications of Multi-Agent Systems.html	6.2 KB
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14. Lab Instructions.html	9.1 KB
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/.../Part 04-Module 01-Lesson 03_Case Study AlphaZero/
01. Alpha Zero Preview-Zzc1XJ1aJ-4.en.vtt	2.4 KB
01. Alpha Zero Preview-Zzc1XJ1aJ-4.mp4	7.1 MB
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06. AlphaZero 2 Self-Play Training.html	5.9 KB
07. Alphazero python classes walkthrough-hKnBQvtJ_zQ.en.vtt	13.8 KB
07. Alphazero python classes walkthrough-hKnBQvtJ_zQ.mp4	28.2 MB
07. TicTacToe using AlphaZero - notebook walkthrough-uUFuBscf98I.en.vtt	20.5 KB
07. TicTacToe using AlphaZero - notebook walkthrough-uUFuBscf98I.mp4	30.7 MB
07. TicTacToe using AlphaZero - walkthrough.html	6.5 KB
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/.../Part 04-Module 01-Lesson 04_Collaboration and Competition/
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/.../Part 06-Module 01-Lesson 01_Neural Networks/
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/.../Part 06-Module 01-Lesson 01_Neural Networks/img/
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/.../Part 06-Module 01-Lesson 02_Convolutional Neural Networks/
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/.../Part 06-Module 01-Lesson 02_Convolutional Neural Networks/img/
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/.../Part 06-Module 01-Lesson 03_Deep Learning with PyTorch/
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09. PyTorch - Part 7-hFu7GTfRWks.zh-CN.vtt	8.8 KB
10. Py Part 8 V1-3eqn5sgCOsY.en.vtt	13.1 KB
10. Py Part 8 V1-3eqn5sgCOsY.mp4	26.1 MB
10. Py Part 8 V1-3eqn5sgCOsY.pt-BR.vtt	13.8 KB
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10. Transfer Learning.html	6.7 KB
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/.../Part 06-Module 01-Lesson 03_Deep Learning with PyTorch/img/
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/.../Part 07-Module 01-Lesson 01_Cloud Computing/
01. Overview.html	5.8 KB
02. Create an AWS Account.html	6.0 KB
03. Get Access to GPU Instances.html	8.8 KB
04. Apply Credits.html	6.8 KB
05. Launch an Instance.html	12.8 KB
06. Login to the Instance.html	7.1 KB
07. Test the Instance.html	7.3 KB
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/.../Part 07-Module 01-Lesson 01_Cloud Computing/img/
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/.../Part 07-Module 01-Lesson 02_Udacity Workspaces/
01. Overview.html	5.4 KB
02. Introduction to Workspaces.html	12.1 KB
03. Workspaces Best Practices.html	9.4 KB
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/.../Part 07-Module 01-Lesson 02_Udacity Workspaces/img/
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/.../Part 08-Module 01-Lesson 01_C++ Getting Started/
01. Introduction-ahoiVrq4qAk.en.vtt	1.6 KB
01. Introduction-ahoiVrq4qAk.mp4	6.3 MB
01. Introduction-ahoiVrq4qAk.zh-CN.vtt	1.5 KB
01. Introduction.html	6.8 KB
02. Lesson Overview C++-lR3PH3bL-9U.en.vtt	2.0 KB
02. Lesson Overview C++-lR3PH3bL-9U.mp4	7.8 MB
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02. Lesson Overview.html	9.2 KB
02. Nd113 C3 L1 04 L Lesson Overview 2 V1-DjT2E23xhj8.en.vtt	1.5 KB
02. Nd113 C3 L1 04 L Lesson Overview 2 V1-DjT2E23xhj8.mp4	6.1 MB
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03. Elecia White.html	8.0 KB
04. Why C++-_t4ZvwfnuCA.en.vtt	2.7 KB
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05. Python and C++ Comparison.html	12.9 KB
06. Static Vs Dynamic Typing-D7v6iIAORkE.en.vtt	2.8 KB
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06. Static vs Dynamic Typing.html	6.9 KB
07. C++ - A Statically Typed Language.html	11.3 KB
08. Basic Data Types.html	10.5 KB
09. Floating versus Double [demonstration].html	11.9 KB
10. Doubles Are Bigger-uhwTWgmM2iY.en.vtt	1.4 KB
10. Doubles Are Bigger-uhwTWgmM2iY.mp4	5.4 MB
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10. Doubles are Bigger.html	6.9 KB
11. Common Errors and Error Messages.html	14.8 KB
12. C++ Functions.html	10.3 KB
13. Anatomy of a Function.html	13.2 KB
14. Multiple Outputs.html	8.3 KB
15. Two Functions Same Name-0ZF649G58l4.en.vtt	1.6 KB
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16. Function Signatures 1-T6kQ_4w98IQ.en.vtt	2.7 KB
16. Function Signatures 1-T6kQ_4w98IQ.mp4	12.2 MB
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17. Function Signatures 3 V1-U3QAFb3AS1M.mp4	2.3 MB
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18. If and Boolean Logic.html	17.8 KB
19. While and For Loops.html	12.4 KB
20. Switch Statement.html	13.7 KB
21. Libraries.html	12.9 KB
22. Forge on!.html	6.9 KB
22. Nd113 C Basics Last Video V1-dtu-RXovl0U.en.vtt	0.6 KB
22. Nd113 C Basics Last Video V1-dtu-RXovl0U.mp4	1.7 MB
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/.../Part 08-Module 01-Lesson 01_C++ Getting Started/img/
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/.../Part 08-Module 01-Lesson 02_C++ Vectors/
01. C++ Vectors.html	10.1 KB
02. Namespaces.html	11.6 KB
03. Python Lists vs. C++ Vectors.html	6.6 KB
04. Initializing Vector Values.html	9.1 KB
05. Vector Methods.html	7.1 KB
06. Vectors and For Loops.html	11.8 KB
07. Math and Vectors.html	8.6 KB
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09. 2D Vectors.html	9.2 KB
10. 2D Vectors and For Loops.html	6.8 KB
11. 2D Vector Playground.html	9.1 KB
12. Next Lesson.html	5.8 KB
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/.../Part 08-Module 01-Lesson 02_C++ Vectors/img/
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/.../Part 08-Module 01-Lesson 03_Practical C++/
01. Introduction To Compilation-dyzGEB8YDGg.en.vtt	4.9 KB
01. Introduction To Compilation-dyzGEB8YDGg.mp4	8.3 MB
01. Introduction To Compilation-dyzGEB8YDGg.zh-CN.vtt	4.4 KB
01. Introduction to Compilation.html	7.7 KB
02. Running Code Locally.html	12.9 KB
03. C++ Versions.html	9.5 KB
04. Structuring Functions and File Organization.html	15.7 KB
05. Input and Output.html	6.9 KB
06. Reading in Text Files.html	12.9 KB
07. Outputting to Text Files.html	8.0 KB
08. Exercises.html	8.0 KB
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/.../Part 08-Module 01-Lesson 04_C++ Object Oriented Programming/
01. Introduction-4xHI5LFX-cQ.en.vtt	1.0 KB
01. Introduction-4xHI5LFX-cQ.mp4	4.5 MB
01. Introduction-4xHI5LFX-cQ.zh-CN.vtt	1.0 KB
01. Introduction.html	7.8 KB
02. Python vs. C++.html	14.2 KB
03. Why Use Object Oriented Programming-G2KzZfNu9Ak.en.vtt	2.2 KB
03. Why Use Object Oriented Programming-G2KzZfNu9Ak.mp4	11.2 MB
03. Why Use Object Oriented Programming-G2KzZfNu9Ak.zh-CN.vtt	2.0 KB
03. Why use Object Oriented Programming.html	6.9 KB
04. Using a Class in C++ [Demo].html	12.7 KB
05. Explanation of the Main.cpp File.html	9.8 KB
06. Practice Using a Class.html	13.8 KB
07. Review Anatomy of a Class.html	11.5 KB
08. Other Facets of C++ Classes.html	7.8 KB
09. Private and Public.html	14.9 KB
10. Header Files.html	13.0 KB
11. Inclusion Guards.html	23.4 KB
12. Implement a Class.html	7.1 KB
13. Class Variables.html	10.7 KB
14. Class Function Declarations.html	17.5 KB
15. Constructor Functions.html	16.1 KB
16. Set and Get Functions.html	13.8 KB
17. Matrix Functions.html	17.7 KB
18. Use an Inclusion Guard.html	12.5 KB
19. Instantiate an Object.html	16.5 KB
20. Running your Program Locally.html	7.3 KB
index.html	5.2 KB
/.../Part 08-Module 02-Lesson 01_C++ Intro to Optimization/
01. Course Introduction-Lwc5oYApdUM.en.vtt	1.3 KB
01. Course Introduction-Lwc5oYApdUM.mp4	3.4 MB
01. Course Introduction-Lwc5oYApdUM.zh-CN.vtt	1.2 KB
01. Course Introduction.html	5.8 KB
02. C Opt 01 L V2-Kdx1_BI5ddc.en.vtt	3.4 KB
02. C Opt 01 L V2-Kdx1_BI5ddc.mp4	8.1 MB
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02. Empathize with the Computer.html	5.8 KB
03. 02 L Intro To Comp HW V1 RENDER V1-WDMGkq9mkB8.en.vtt	5.6 KB
03. 02 L Intro To Comp HW V1 RENDER V1-WDMGkq9mkB8.mp4	4.5 MB
03. 02 L Intro To Comp HW V1 RENDER V1-WDMGkq9mkB8.zh-CN.vtt	4.8 KB
03. Intro to Computer Hardware.html	10.5 KB
04. Embedded Terminal Explanation.html	13.8 KB
04. Nd113 Embedded Terminal V1-Bhl5JQ_N9V8.en.vtt	10.6 KB
04. Nd113 Embedded Terminal V1-Bhl5JQ_N9V8.mp4	27.8 MB
04. Nd113 Embedded Terminal V1-Bhl5JQ_N9V8.zh-CN.vtt	9.4 KB
05. Demo Machine Code.html	6.3 KB
06. Assembly Language.html	7.2 KB
07. 03 L Binary V1 RENDER V1-K6CpHxnhc2s.en.vtt	6.5 KB
07. 03 L Binary V1 RENDER V1-K6CpHxnhc2s.mp4	5.6 MB
07. 03 L Binary V1 RENDER V1-K6CpHxnhc2s.zh-CN.vtt	5.9 KB
07. Binary.html	11.9 KB
08. Demo Binary.html	6.3 KB
09. Demo Binary Floats.html	6.3 KB
10. 04 L C And RAM V1 RENDER V1-60jEbKV1UOI.en.vtt	4.1 KB
10. 04 L C And RAM V1 RENDER V1-60jEbKV1UOI.mp4	3.8 MB
10. 04 L C And RAM V1 RENDER V1-60jEbKV1UOI.zh-CN.vtt	3.6 KB
10. Memory and the CPU.html	14.6 KB
11. Demo Stack vs Heap.html	6.3 KB
12. C Opt 05 L V3-rTtZVyWxYG8.en.vtt	2.4 KB
12. C Opt 05 L V3-rTtZVyWxYG8.mp4	4.7 MB
12. C Opt 05 L V3-rTtZVyWxYG8.zh-CN.vtt	2.2 KB
12. Outro.html	5.8 KB
index.html	4.4 KB
/.../Part 08-Module 02-Lesson 01_C++ Intro to Optimization/img/
cli.jpg	35.9 KB
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/.../Part 08-Module 02-Lesson 02_C++ Optimization Practice/
01. Introduction.html	10.8 KB
02. Software Development and Optimization.html	12.9 KB
03. Optimization Techniques.html	13.3 KB
04. Dead Code.html	10.8 KB
05. Exercise Remove Dead Code.html	7.1 KB
06. If Statements.html	9.6 KB
07. Exercise If Statements.html	7.1 KB
08. For Loops.html	8.0 KB
09. Exercise For Loops.html	7.1 KB
10. Intermediate Variables.html	8.5 KB
11. Exercise Intermediate Variables.html	7.2 KB
12. Vector Storage.html	8.6 KB
13. Exercise Vector Storage.html	7.1 KB
14. References.html	10.2 KB
15. Exercise References.html	7.1 KB
16. Nd113 Story 1 V1-lIe2zso8A-w.en.vtt	3.9 KB
16. Nd113 Story 1 V1-lIe2zso8A-w.mp4	13.4 MB
16. Nd113 Story 1 V1-lIe2zso8A-w.zh-CN.vtt	3.9 KB
16. Sebastian's Synchronization Story.html	6.6 KB
17. Static Keyword.html	9.6 KB
18. Exercise Static Keyword.html	7.1 KB
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19. Speed Challenge.html	6.8 KB
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