Udacity Deep Reinforcement Learning Nanodegree nd893 v1 | 52093769C8CA4E09510D4996D396042422E18F98

Udacity Deep Reinforcement Learning Nanodegree nd893 v1

Name	Udacity - Deep Reinforcement Learning Nanodegree nd893 v1.0.0	DOWNLOAD Copy Link Trouble downloading? see How To
Total Size	2.5 GB
Total Files	1587
Hash	52093769C8CA4E09510D4996D396042422E18F98

/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
/
README.txt	0.5 KB
index.html	111.4 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
KaTeX_Caligraphic-Bold.ttf	19.6 KB
KaTeX_Caligraphic-Bold.woff	12.1 KB
KaTeX_Caligraphic-Bold.woff2	10.6 KB
KaTeX_Caligraphic-Regular.ttf	19.0 KB
KaTeX_Caligraphic-Regular.woff	11.9 KB
KaTeX_Caligraphic-Regular.woff2	10.4 KB
KaTeX_Fraktur-Bold.ttf	36.0 KB
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KaTeX_Main-Italic.ttf	48.0 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
KaTeX_Math-Italic.woff	23.8 KB
KaTeX_Math-Italic.woff2	20.4 KB
KaTeX_SansSerif-Bold.ttf	34.0 KB
KaTeX_SansSerif-Bold.woff	19.2 KB
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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
KaTeX_Size3-Regular.woff	4.8 KB
KaTeX_Size3-Regular.woff2	3.9 KB
KaTeX_Size4-Regular.ttf	11.3 KB
KaTeX_Size4-Regular.woff	6.5 KB
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
/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
/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
/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
/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
/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
/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
screen-shot-2017-09-24-at-4.28.04-pm.png	637.6 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
11. L611 Greedy Policies RENDER V4-DH6c-aODMLU.en.vtt	3.1 KB
11. L611 Greedy Policies RENDER V4-DH6c-aODMLU.mp4	2.7 MB
12. Epsilon-Greedy Policies.html	15.6 KB
12. L612 Epsilon Greedy Policies RENDER V4-PxJMtlR06MY.en.vtt	5.8 KB
12. L612 Epsilon Greedy Policies RENDER V4-PxJMtlR06MY.mp4	4.9 MB
13. MC Control.html	10.0 KB
14. Exploration vs. Exploitation.html	17.2 KB
15. Incremental Mean.html	10.2 KB
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17. Coding Exercise.html	7.7 KB
17. M1 L6 S2 V1-6E_3NJcoxmU.en.vtt	8.9 KB
17. M1 L6 S2 V1-6E_3NJcoxmU.mp4	14.4 MB
18. Workspace.html	7.0 KB
19. Summary.html	12.8 KB
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screen-shot-2018-05-05-at-1.20.10-pm.png	177.4 KB
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/Part 01-Module 01-Lesson 09_Temporal-Difference Methods/
01. Introduction-yXErXQulI_o.en.vtt	3.0 KB
01. Introduction-yXErXQulI_o.mp4	21.7 MB
01. Introduction-yXErXQulI_o.zh-CN.vtt	2.5 KB
01. Introduction.html	6.6 KB
02. Review MC Control Methods.html	9.1 KB
03. L602 Gridworld Example RENDER V2-2-Lwibg_IfmrA.en.vtt	3.6 KB
03. L602 Gridworld Example RENDER V2-2-Lwibg_IfmrA.mp4	3.6 MB
03. Quiz MC Control Methods-ZwIg6LDMyuo.en.vtt	2.8 KB
03. Quiz MC Control Methods-ZwIg6LDMyuo.mp4	2.7 MB
03. Quiz MC Control Methods.html	10.1 KB
04. TD Control Sarsa Part 1-HYV0SP9wm7g.en.vtt	3.3 KB
04. TD Control Sarsa Part 1-HYV0SP9wm7g.mp4	3.6 MB
04. TD Control Sarsa Part 2-U_CV-UC9G2c.en.vtt	2.3 KB
04. TD Control Sarsa Part 2-U_CV-UC9G2c.mp4	2.3 MB
04. TD Control Sarsa.html	9.2 KB
05. Quiz Sarsa.html	11.1 KB
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06. TD Control Sarsamax-4DxoYuR7aZ4.mp4	17.3 MB
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07. Quiz Q-Learning.html	11.0 KB
08. TD Control Expected Sarsa-kEKupCyU0P0.en.vtt	1.3 KB
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08. TD Control Expected Sarsa.html	7.4 KB
09. Quiz Expected Sarsa.html	11.0 KB
10. TD Control Theory and Practice.html	9.6 KB
11. OpenAI Gym CliffWalkingEnv.html	8.5 KB
12. Workspace - Introduction.html	8.9 KB
13. Coding Exercise.html	7.3 KB
14. Workspace.html	6.9 KB
15. Analyzing Performance.html	9.0 KB
16. Quiz Check Your Understanding.html	14.5 KB
17. Summary.html	8.2 KB
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/img/
environment.png	2.3 MB
episode.png	382.9 KB
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/Part 01-Module 01-Lesson 10_Solve OpenAI Gym's Taxi-v2 Task/
01. Introduction.html	8.3 KB
02. Instructions.html	11.3 KB
03. Mini Project.html	5.5 KB
index.html	3.7 KB
/img/
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open-agent-monitor-main.gif	2.9 MB
open-terminal.gif	838.9 KB
run-main.gif	2.1 MB
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/Part 01-Module 01-Lesson 11_RL in Continuous Spaces/
01. Introducing Arpan.html	9.2 KB
02. Introduction-GPjK124RU5g.en.vtt	6.6 KB
02. Introduction-GPjK124RU5g.mp4	34.8 MB
02. Introduction-GPjK124RU5g.pt-BR.vtt	7.5 KB
02. Introduction-GPjK124RU5g.zh-CN.vtt	5.8 KB
02. Lesson Overview.html	6.8 KB
03. Discrete vs. Continuous Spaces-uHstLeRzaE8.en.vtt	6.7 KB
03. Discrete vs. Continuous Spaces-uHstLeRzaE8.mp4	22.4 MB
03. Discrete vs. Continuous Spaces-uHstLeRzaE8.pt-BR.vtt	7.8 KB
03. Discrete vs. Continuous Spaces-uHstLeRzaE8.zh-CN.vtt	5.9 KB
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11. Coarse Coding-Uu1J5KLAfTU.en.vtt	3.1 KB
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12. Function Approximation-UTGWVY6jEdg.en.vtt	4.2 KB
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14. Kernel Functions-RdkPVYyVOvU.en.vtt	3.0 KB
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15. Non-Linear Function Approximation.html	6.5 KB
16. Summary-MTEBk43oByU.en.vtt	1.7 KB
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/img/
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/Part 01-Module 01-Lesson 12_What's Next/
01. Arpan Rollercoaster-Rf6cCYRqV58.en.vtt	1.3 KB
01. Arpan Rollercoaster-Rf6cCYRqV58.mp4	8.2 MB
01. Arpan Rollercoaster-Rf6cCYRqV58.zh-CN.vtt	1.1 KB
01. Congratulations!.html	7.5 KB
02. What can you do now.html	6.4 KB
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/img/
dqn.png	1.3 MB
/Part 02-Module 01-Lesson 01_Study Plan/
01. Study Plan.html	7.2 KB
02. Deep RL for Robotics.html	7.5 KB
02. Deep RL in Robotics-IjG_IWJdb1w.en.vtt	2.6 KB
02. Deep RL in Robotics-IjG_IWJdb1w.mp4	7.6 MB
index.html	3.6 KB
/img/
output.gif	10.7 MB
udacitylogo.jpg	109.9 KB
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dqn.png	284.8 KB
dueling-q-network.png	112.0 KB
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rainbow-1445337690d8q.jpg	379.2 KB
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sonic.gif	9.6 MB
/Part 02-Module 01-Lesson 03_Deep RL for Robotics/
01. 01 Introduction RENDER V2-dfeawuScC7k.en.vtt	1.8 KB
01. 01 Introduction RENDER V2-dfeawuScC7k.mp4	4.9 MB
01. Introduction.html	5.3 KB
02. 02 Welcome!-1oElWzRt-lU.en.vtt	1.9 KB
02. 02 Welcome!-1oElWzRt-lU.mp4	7.5 MB
02. 03 Transitioning-BvDvxw8e0CY.en.vtt	1.7 KB
02. 03 Transitioning-BvDvxw8e0CY.mp4	1.5 MB
02. C++ for Robotics.html	7.4 KB
03. 03 CC API HSSC HS RENDER V3-a9-HdpCaYW4.en.vtt	1.3 KB
03. 03 CC API HSSC HS RENDER V3-a9-HdpCaYW4.mp4	3.5 MB
03. CC++ API.html	11.7 KB
04. Catch Sample.html	12.6 KB
05. Udacity Workspace.html	6.3 KB
06. Fruit Sample.html	13.0 KB
07. Rover Sample.html	11.3 KB
08. Arm Sample.html	8.0 KB
09. 09 Jetson TX2 Edits V1-M26z7vTti_g.en.vtt	1.8 KB
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09. Jetson Overview-i56qM6NNW9A.en.vtt	3.9 KB
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10. 10 Summary HS V3-cb1FGgZIitc.en.vtt	0.9 KB
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/Part 02-Module 01-Lesson 04_Navigation/
01. Unity ML-Agents.html	7.5 KB
02. The Environment - Introduction.html	8.2 KB
03. The Environment - Play.html	7.4 KB
04. Getting Started-ltz2GhFv04A.mp4	1.7 MB
04. The Environment - Explore.html	10.6 KB
05. Project Instructions.html	8.1 KB
06. Benchmark Implementation.html	7.1 KB
07. Not sure where to start.html	8.3 KB
08. Collaborate!.html	8.4 KB
09. Workspace.html	6.4 KB
10. (Optional) Challenge Learning from Pixels.html	9.2 KB
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Project Description - Navigation.html	8.5 KB
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/Part 02-Module 02-Lesson 01_Opportunities in Deep Reinforcement Learning/
01. Opportunities in DRL.html	13.6 KB
02. Career Services-cuKecPpZ7PM.en.vtt	3.7 KB
02. Career Services-cuKecPpZ7PM.mp4	10.6 MB
02. Career Services-cuKecPpZ7PM.pt-BR.vtt	3.9 KB
02. Meet the Careers Team.html	6.8 KB
03. Access Your Career Portal.html	6.3 KB
04. Your Udacity Professional Profile.html	7.1 KB
index.html	3.9 KB
/img/
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/Part 02-Module 02-Lesson 02_Optimize Your GitHub Profile/
01. Prove Your Skills With GitHub.html	10.8 KB
02. Introduction-Vnj2VNQROtI.ar.vtt	2.3 KB
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02. Introduction-Vnj2VNQROtI.mp4	10.1 MB
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02. Introduction.html	7.5 KB
03. GitHub profile important items-prvPVTjVkwQ.ar.vtt	4.0 KB
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03. GitHub profile important items.html	7.5 KB
04. Good GitHub repository-qBi8Q1EJdfQ.ar.vtt	2.6 KB
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05. Interview with Art - Part 1-ClLYamtaO-Q.ar.vtt	4.7 KB
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06. Identify fixes for example “bad” profile-AF07y1oAim0.ar.vtt	0.5 KB
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07. Quick Fixes #1.html	7.1 KB
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09. Writing READMEs with Walter-DQEfT2Zq5_o.ar.vtt	1.5 KB
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09. Writing READMEs with Walter.html	7.5 KB
10. Interview with Art - Part 2-Vvzl2J5K7-Y.ar.vtt	2.9 KB
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10. Interview with Art - Part 2-Vvzl2J5K7-Y.mp4	13.8 MB
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10. Interview with Art - Part 2.html	7.2 KB
11. Commit messages best practices.html	9.6 KB
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14. Interview with Art - Part 3-M6PKr3S1rPg.ar.vtt	5.5 KB
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14. Interview with Art - Part 3.html	7.2 KB
15. Participating in open source projects 2-elZCLxVvJrY.ar.vtt	2.2 KB
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15. Participating in open source projects 2.html	7.3 KB
16. Starring interesting repositories-U3FUxkm1MxI.ar.vtt	0.5 KB
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16. Starring interesting repositories-ZwMY5rAAd7Q.mp4	3.6 MB
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16. Starring interesting repositories.html	8.7 KB
17. Next Steps.html	7.7 KB
index.html	5.4 KB
Project Description - Optimize Your GitHub Profile.html	9.7 KB
Project Rubric - Optimize Your GitHub Profile.html	9.2 KB
/img/
6485174133.gif	469.1 KB
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/Part 03-Module 01-Lesson 01_Study Plan/
01. Study Plan.html	6.8 KB
index.html	3.5 KB
/img/
udacitylogo.jpg	109.9 KB
/Part 03-Module 01-Lesson 02_Introduction to Policy-Based Methods/
01. M3 L2 C01 V2-mMnhi8yzwKk.en.vtt	3.9 KB
01. M3 L2 C01 V2-mMnhi8yzwKk.mp4	4.4 MB
01. Policy-Based Methods.html	6.1 KB
02. M3 L2 C02 V1-v8tGjlc2aG4.en.vtt	2.7 KB
02. M3 L2 C02 V1-v8tGjlc2aG4.mp4	2.8 MB
02. Policy Function Approximation.html	6.1 KB
03. More on the Policy.html	12.1 KB
04. Hill Climbing.html	7.3 KB
04. M3 L2 C04 V3-5E86a0OyVyI.en.vtt	5.9 KB
04. M3 L2 C04 V3-5E86a0OyVyI.mp4	5.2 MB
05. Hill Climbing Pseudocode.html	7.6 KB
05. M3 L2 C05 V1-0XzzqIXyax0.en.vtt	1.8 KB
05. M3 L2 C05 V1-0XzzqIXyax0.mp4	1.6 MB
06. Beyond Hill Climbing.html	7.4 KB
06. M2L3 04 V1-QicxmyE5vTo.en.vtt	5.5 KB
06. M2L3 04 V1-QicxmyE5vTo.mp4	22.0 MB
06. M2L3 04 V1-QicxmyE5vTo.zh-CN.vtt	4.7 KB
07. M3 L2 C07 V3-2poDljPvY58.en.vtt	2.5 KB
07. M3 L2 C07 V3-2poDljPvY58.mp4	2.2 MB
07. More Black-Box Optimization.html	7.7 KB
08. Coding Exercise.html	7.2 KB
09. Workspace.html	6.4 KB
10. OpenAI Request for Research.html	8.5 KB
11. M2L3 02 V2-ToS8vXGdODE.en.vtt	9.3 KB
11. M2L3 02 V2-ToS8vXGdODE.mp4	34.1 MB
11. M2L3 02 V2-ToS8vXGdODE.zh-CN.vtt	8.3 KB
11. Why Policy-Based Methods.html	6.3 KB
12. Summary.html	9.9 KB
index.html	4.5 KB
/img/
cartpole.gif	334.9 KB
jupyter.png	37.7 KB
screen-shot-2018-06-26-at-11.53.35-am.png	1.2 MB
screen-shot-2018-06-28-at-6.46.54-pm.png	137.8 KB
screen-shot-2018-07-01-at-10.54.05-am.png	251.2 KB
screen-shot-2018-07-01-at-11.19.22-am.png	42.5 KB
screen-shot-2018-07-01-at-11.28.57-am.png	103.6 KB
/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
01. What are Policy Gradient Methods.html	9.3 KB
02. M3L3 C02 V6-zoOgRoaxGiU.en.vtt	4.4 KB
02. M3L3 C02 V6-zoOgRoaxGiU.mp4	6.8 MB
02. The Big Picture.html	8.0 KB
03. Connections to Supervised Learning.html	6.8 KB
03. M3L3 C03 V2-dJz_p4FKE-g.en.vtt	4.5 KB
03. M3L3 C03 V2-dJz_p4FKE-g.mp4	6.8 MB
04. M3L3 C04 V2-St9ftvMQ_ks.en.vtt	3.4 KB
04. M3L3 C04 V2-St9ftvMQ_ks.mp4	4.5 MB
04. Problem Setup.html	7.4 KB
05. M3L3 C05 V2-o6CI2q3IXEs.en.vtt	9.4 KB
05. M3L3 C05 V2-o6CI2q3IXEs.mp4	9.6 MB
05. REINFORCE.html	8.3 KB
06. (Optional) Derivation.html	12.1 KB
07. Coding Exercise.html	6.2 KB
08. Workspace.html	6.1 KB
09. What's Next.html	7.4 KB
10. Summary.html	9.5 KB
index.html	4.3 KB
/img/
350px-normal-distribution-pdf.png	19.2 KB
grad-descent.gif	8.7 MB
jupyter.png	37.7 KB
screen-shot-2018-07-17-at-4.44.10-pm.png	76.0 KB
screen-shot-2018-07-27-at-2.25.43-pm.png	564.0 KB
/Part 03-Module 01-Lesson 04_Proximal Policy Optimization/
01. Instructor Introduction-sokSgNtGj9Y.en.vtt	1.3 KB
01. Instructor Introduction-sokSgNtGj9Y.mp4	3.4 MB
01. Instructor Introduction.html	7.1 KB
02. Lesson Preview.html	7.5 KB
02. Training an agent to play atari-pong!-w27mvWFBnvQ.mp4	345.5 KB
03. Beyond REINFORCE.html	7.7 KB
04. Noise Reduction-GCGqT2knFJ0.en.vtt	3.2 KB
04. Noise Reduction-GCGqT2knFJ0.mp4	3.1 MB
04. Noise Reduction.html	9.2 KB
05. Credit Assignment-tfZw1moB25Y.en.vtt	1.6 KB
05. Credit Assignment-tfZw1moB25Y.mp4	1.8 MB
05. Credit Assignment.html	8.3 KB
06. Policy Gradient Quiz.html	11.0 KB
07. pong with REINFORCE (code walkthrough).html	7.6 KB
07. pong with REINFORCE walkthrough-eKIjPrQWIgg.mp4	18.2 MB
08. pong with REINFORCE (workspace).html	6.7 KB
09. Importance Sampling-cYPvWriOPIk.en.vtt	5.5 KB
09. Importance Sampling-cYPvWriOPIk.mp4	6.0 MB
09. Importance Sampling.html	10.9 KB
10. PPO Part 1 The Surrogate Function-Y-boYZlpO7g.en.vtt	3.3 KB
10. PPO Part 1 The Surrogate Function-Y-boYZlpO7g.mp4	3.4 MB
10. PPO part 1- The Surrogate Function.html	9.5 KB
11. PPO Part 2 Clipping Policy Updates-NRzjGGX6c34.en.vtt	5.9 KB
11. PPO Part 2 Clipping Policy Updates-NRzjGGX6c34.mp4	5.5 MB
11. PPO part 2- Clipping Policy Updates.html	11.9 KB
12. PPO summary.html	7.2 KB
12. TLPPO Summary V1-qRAUAAWA_kc.en.vtt	1.3 KB
12. TLPPO Summary V1-qRAUAAWA_kc.mp4	1.3 MB
13. pong with PPO (code walkthrough).html	7.3 KB
13. Pong with PPO walkthrough-XhfhR7Z01S0.mp4	8.7 MB
14. pong with PPO (workspace).html	6.7 KB
index.html	4.7 KB
/img/
clipped-surrogate-explained.png	51.3 KB
clipped-surrogate.png	56.9 KB
policy-reward-cliff.png	51.9 KB
/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
02. Motivation.html	6.7 KB
03. Bias and Variance.html	6.7 KB
03. M3 L5 03 Bias And Variance V2-_vnkkwm46uU.mp4	6.0 MB
04. M3 L5 04 Two Ways For Estimating Expected Returns V3-2W6yIBDvfsQ.mp4	6.1 MB
04. Two Ways for Estimating Expected Returns.html	6.9 KB
05. Baselines and Critics.html	7.6 KB
05. M3 L5 05 Baselines And Critics V1-wqmqoiUuQHI.mp4	14.7 MB
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
07. M3 L5 07 A Basic ActorCritic Agent V2-KdHQ24hBKho.mp4	4.1 MB
08. A3C Asynchronous Advantage Actor-Critic, N-step.html	6.9 KB
08. M3 L5 08 A3C Asynchronous Advantage ActorCritic V2-twNXFplIAP8.mp4	15.7 MB
09. A3C Asynchronous Advantage Actor-Critic, Parallel Training.html	7.0 KB
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
11. A2C Advantage Actor-Critic.html	6.8 KB
11. M3 L5 11 A2C Advantage ActorCritic V2-fIWe3xA97DA.mp4	3.8 MB
12. A2C Code Walk-through.html	6.7 KB
12. A2c Export V1-LiUBJje2N0c.mp4	40.4 MB
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
14. M3 L5 14 DDPG Deep Deterministic Policy Gradient Continuous Actionspace V1-0NVOPIyrr98.mp4	8.2 MB
15. DDPG Deep Deterministic Policy Gradient, Soft Updates.html	7.0 KB
15. M3 L5 15 DDPG Deep Deterministic Policy Gradient Soft Updates V1-RT-HDnAVe9o.mp4	6.9 MB
16. DDPG Code Walk-through.html	6.7 KB
16. DDPG Export V1-08V9r3NgFSE.mp4	31.8 MB
17. M3L517 Summary HS 1 V1-rRuiMhijw_s.mp4	8.5 MB
17. Summary.html	7.4 KB
index.html	5.3 KB
/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
08. M3L609 Optimization SC PT4 V2-N2LP-wg1jEI.mp4	7.8 MB
08. Optimal Liquidation Problem - Part 4 - Expected Shortfall.html	6.1 KB
09. Almgren and Chriss Model.html	7.0 KB
09. M3L610 Almgren And Chriss Model SC V1-rokcEQ4LXbU.mp4	9.1 MB
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
12. DRL for Optimal Execution of Portfolio Transactions.html	6.8 KB
index.html	4.8 KB
/Part 03-Module 01-Lesson 07_Continuous Control/
01. Unity ML-Agents.html	7.6 KB
02. The Environment - Introduction.html	9.8 KB
03. The Environment - Real World.html	7.9 KB
04. The Environment - Explore.html	11.8 KB
04. Untitled-i2gVvXgOMnc.mp4	2.3 MB
05. Project Instructions.html	8.3 KB
06. Benchmark Implementation.html	12.3 KB
07. Not sure where to start.html	8.8 KB
08. General Advice.html	7.7 KB
09. Collaborate!.html	8.5 KB
10. Workspace.html	6.5 KB
11. (Optional) Challenge Crawl.html	9.1 KB
index.html	4.6 KB
Project Description - Continuous Control.html	8.6 KB
Project Rubric - Continuous Control.html	10.0 KB
/img/
849-1234251683jkyt.jpg	164.9 KB
2018-02-27-16-05-37.gif	1.4 MB
crawler.png	653.4 KB
idea-2579308-640.jpg	17.9 KB
image8.gif	27.8 MB
output.gif	29.7 MB
pic3.png	25.3 KB
reacher.gif	4.2 MB
screen-shot-2018-05-02-at-4.56.45-pm.png	78.4 KB
screen-shot-2018-05-03-at-9.10.50-am.png	89.1 KB
screen-shot-2018-07-11-at-11.19.56-am.png	229.9 KB
udacitylogo.jpg	109.9 KB
unity-wide.png	27.4 KB
unknown.png	14.0 KB
/Part 03-Module 02-Lesson 01_Strengthen Your Online Presence Using LinkedIn/
01. Get Opportunities with LinkedIn.html	10.7 KB
01. Why Network-exjEm9Paszk.ar.vtt	5.3 KB
01. Why Network-exjEm9Paszk.en.vtt	3.5 KB
01. Why Network-exjEm9Paszk.es-MX.vtt	3.3 KB
01. Why Network-exjEm9Paszk.mp4	18.2 MB
01. Why Network-exjEm9Paszk.pt-BR.vtt	3.3 KB
01. Why Network-exjEm9Paszk.zh-CN.vtt	3.4 KB
02. Meet Chris-0ccflD9x5WU.ar.vtt	6.5 KB
02. Meet Chris-0ccflD9x5WU.en.vtt	5.0 KB
02. Meet Chris-0ccflD9x5WU.es-MX.vtt	4.6 KB
02. Meet Chris-0ccflD9x5WU.mp4	34.1 MB
02. Meet Chris-0ccflD9x5WU.pt-BR.vtt	4.6 KB
02. Meet Chris-0ccflD9x5WU.zh-CN.vtt	4.5 KB
02. Use Your Story to Stand Out.html	8.1 KB
03. Elevator Pitch-S-nAHPrkQrQ.ar.vtt	5.3 KB
03. Elevator Pitch-S-nAHPrkQrQ.en.vtt	3.6 KB
03. Elevator Pitch-S-nAHPrkQrQ.es-MX.vtt	3.6 KB
03. Elevator Pitch-S-nAHPrkQrQ.mp4	21.6 MB
03. Elevator Pitch-S-nAHPrkQrQ.pt-BR.vtt	3.6 KB
03. Elevator Pitch-S-nAHPrkQrQ.zh-CN.vtt	3.5 KB
03. Why Use an Elevator Pitch.html	6.7 KB
04. Create Your Elevator Pitch.html	7.7 KB
04. Elevator Pitch-0QtgTG49E9I.ar.vtt	2.3 KB
04. Elevator Pitch-0QtgTG49E9I.en.vtt	2.1 KB
04. Elevator Pitch-0QtgTG49E9I.es-MX.vtt	2.0 KB
04. Elevator Pitch-0QtgTG49E9I.mp4	10.5 MB
04. Elevator Pitch-0QtgTG49E9I.pt-BR.vtt	2.0 KB
04. Elevator Pitch-0QtgTG49E9I.zh-CN.vtt	2.0 KB
04. Pitching to a Recruiter-LxAdWaA-qTQ.ar.vtt	2.2 KB
04. Pitching to a Recruiter-LxAdWaA-qTQ.en.vtt	2.0 KB
04. Pitching to a Recruiter-LxAdWaA-qTQ.es-MX.vtt	1.5 KB
04. Pitching to a Recruiter-LxAdWaA-qTQ.mp4	9.4 MB
04. Pitching to a Recruiter-LxAdWaA-qTQ.pt-BR.vtt	1.4 KB
04. Pitching to a Recruiter-LxAdWaA-qTQ.zh-CN.vtt	1.8 KB
05. Use Your Elevator Pitch on LinkedIn.html	9.2 KB
06. Create Your Profile With SEO In Mind.html	8.9 KB
07. Profile Essentials.html	10.8 KB
08. Work Experiences Accomplishments.html	9.2 KB
09. Build and Strengthen Your Network.html	10.1 KB
10. Reaching Out on LinkedIn.html	8.8 KB
11. Boost Your Visibility.html	8.0 KB
12. Up Next.html	7.6 KB
index.html	4.9 KB
Project Description - Improve Your LinkedIn Profile.html	7.6 KB
Project Rubric - Improve Your LinkedIn Profile.html	16.1 KB
/img/
profile-pics.jpg	609.9 KB
redacted-linkedinresults.png	236.3 KB
screen-shot-2018-02-23-at-5.00.25-pm.png	772.4 KB
screen-shot-2018-02-23-at-5.11.40-pm.png	205.5 KB
screen-shot-2018-09-21-at-11.36.43-am.png	1.8 MB
screen-shot-2018-09-21-at-12.02.03-pm.png	57.5 KB
speaking.png	17.5 KB
/media/
unnamed-project-desc-0.gif	96.8 KB
unnamed-project-desc-1.gif	19.6 KB
/Part 04-Module 01-Lesson 01_Study Plan/
01. Study Plan.html	6.1 KB
index.html	3.5 KB
/img/
udacitylogo.jpg	109.9 KB
/Part 04-Module 01-Lesson 02_Introduction to Multi-Agent RL/
01. Introducing Chhavi.html	6.2 KB
01. M4 L2 C01 Introducing Chhavi HS V1-imuw8tOMed4.en.vtt	0.5 KB
01. M4 L2 C01 Introducing Chhavi HS V1-imuw8tOMed4.mp4	793.5 KB
02. Introduction to Multi-Agent Systems.html	6.2 KB
02. M4 L2 C02 Introduction To Multi Agent Systems V1-ra-w63kzq6I.en.vtt	1.9 KB
02. M4 L2 C02 Introduction To Multi Agent Systems V1-ra-w63kzq6I.mp4	4.2 MB
03. M4 L2 C03 Motivation For Multi Agent Systems V1-i_s22qgQYL4.en.vtt	2.2 KB
03. M4 L2 C03 Motivation For Multi Agent Systems V1-i_s22qgQYL4.mp4	4.8 MB
03. Motivation for Multi-Agent Systems.html	6.2 KB
04. Applications of Multi-Agent Systems.html	6.2 KB
04. M4 L2 C04 Applications Of Multi Agent Systems V2-fw0G_gSDm6Q.en.vtt	1.6 KB
04. M4 L2 C04 Applications Of Multi Agent Systems V2-fw0G_gSDm6Q.mp4	2.9 MB
05. Benefits of Multi-Agent Systems.html	6.2 KB
05. M4 L2 C05 Benefits Of Multi Agent Systems V2-NXDv9cEZTaw.en.vtt	2.1 KB
05. M4 L2 C05 Benefits Of Multi Agent Systems V2-NXDv9cEZTaw.mp4	5.0 MB
06. M4 L2 C06 Markov Games 2 V1-Y9qq4Jqnwls.en.vtt	3.3 KB
06. M4 L2 C06 Markov Games 2 V1-Y9qq4Jqnwls.mp4	4.9 MB
06. Markov Games.html	6.1 KB
07. Markov Games.html	6.8 KB
08. Approaches to MARL.html	6.2 KB
08. M4 L2 C07 Approaches To MARL V1-uKV9AJykin0.en.vtt	2.8 KB
08. M4 L2 C07 Approaches To MARL V1-uKV9AJykin0.mp4	5.3 MB
09. Cooperation, Competition, Mixed Environments.html	6.3 KB
09. M4 L2 C08 Cooperation Competition Mixed Environments A V1-vx6PIH5_oFg.en.vtt	2.0 KB
09. M4 L2 C08 Cooperation Competition Mixed Environments A V1-vx6PIH5_oFg.mp4	6.2 MB
10. M4 L2 C09 Paper Description Part I HSAEG V1-nRKrQamUISs.en.vtt	0.8 KB
10. M4 L2 C09 Paper Description Part I HSAEG V1-nRKrQamUISs.mp4	2.4 MB
10. Research Topics.html	6.2 KB
11. M4 L2 C10a Paper Description Part II V1-Ks9-TeCg3Fs.en.vtt	1.3 KB
11. M4 L2 C10a Paper Description Part II V1-Ks9-TeCg3Fs.mp4	3.0 MB
11. Paper Description, Part 1.html	6.8 KB
12. M4 L2 C10b Paper Description Part II V2-4hFAhtLJR5U.en.vtt	1.9 KB
12. M4 L2 C10b Paper Description Part II V2-4hFAhtLJR5U.mp4	2.7 MB
12. Paper Description, Part 2.html	6.2 KB
13. M4 L2 C11 Summary HS V1-yGPHGYHqjq8.en.vtt	1.6 KB
13. M4 L2 C11 Summary HS V1-yGPHGYHqjq8.mp4	4.4 MB
13. Summary.html	6.1 KB
14. Lab Instructions.html	9.1 KB
15. MADDPG - Lab.html	7.2 KB
index.html	4.8 KB
/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
01. AlphaZero Preview.html	7.9 KB
02. Zero-Sum Game-uPw1dHVqdXQ.en.vtt	5.1 KB
02. Zero-Sum Game-uPw1dHVqdXQ.mp4	5.1 MB
02. Zero-Sum Game.html	5.8 KB
03. Monte Carlo Tree Search 1 - Random Sampling-wn2B3j_Qz6E.en.vtt	6.4 KB
03. Monte Carlo Tree Search 1 - Random Sampling-wn2B3j_Qz6E.mp4	6.6 MB
03. Monte Carlo Tree Search 1 - Random Sampling.html	6.0 KB
04. Monte Carlo Tree Search 2 - Expansion and Back-propagation-H34Wtk1iNDY.en.vtt	6.2 KB
04. Monte Carlo Tree Search 2 - Expansion and Back-propagation-H34Wtk1iNDY.mp4	7.1 MB
04. Monte Carlo Tree Search 2 - Expansion and Back-propagation.html	6.1 KB
05. AlphaZero 1 Guided Tree Search-LinuRy47xbw.en.vtt	7.4 KB
05. AlphaZero 1 Guided Tree Search-LinuRy47xbw.mp4	8.4 MB
05. AlphaZero 1 Guided Tree Search.html	5.9 KB
06. Alpha Zero 2 Self-Play Training-wl1qfPXqRuQ.en.vtt	4.9 KB
06. Alpha Zero 2 Self-Play Training-wl1qfPXqRuQ.mp4	5.4 MB
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
08. TicTacToe using AlphaZero - Workspace.html	6.3 KB
09. Advanced TicTacToe using AlphaZero.html	7.2 KB
09. Alphazero advanced tictactoe walkthrough-MOIk_BbCjRw.en.vtt	8.9 KB
09. Alphazero advanced tictactoe walkthrough-MOIk_BbCjRw.mp4	14.9 MB
index.html	4.5 KB
/Part 04-Module 01-Lesson 04_Collaboration and Competition/
01. Unity ML-Agents.html	7.3 KB
02. The Environment - Introduction.html	8.0 KB
03. The Environment - Explore.html	10.8 KB
03. Untitled-kxDvrkg8ep0.mp4	1.5 MB
04. Project Instructions.html	8.0 KB
05. Benchmark Implementation.html	7.8 KB
06. Collaborate!.html	8.3 KB
07. Workspace.html	6.3 KB
08. (Optional) Challenge Play Soccer.html	8.8 KB
index.html	4.4 KB
Project Description - Collaboration and Competition.html	7.7 KB
Project Rubric - Collaboration and Competition.html	9.5 KB
/img/
849-1234251683jkyt.jpg	164.9 KB
2018-02-27-16-05-37.gif	1.4 MB
screen-shot-2018-08-16-at-4.37.07-pm.png	308.9 KB
soccer.png	821.2 KB
tennis.png	123.3 KB
unity-wide.png	27.4 KB
we-can-do-it-poster-1393770492mjo.jpg	390.1 KB
/Part 05-Module 01-Lesson 01_Dynamic Programming/
01. Introduction-ek2PD9RDrWw.en.vtt	1.1 KB
01. Introduction-ek2PD9RDrWw.mp4	6.5 MB
01. Introduction-ek2PD9RDrWw.pt-BR.vtt	1.1 KB
01. Introduction-ek2PD9RDrWw.zh-CN.vtt	0.9 KB
01. Introduction.html	8.2 KB
02. OpenAI Gym FrozenLakeEnv.html	10.7 KB
03. Your Workspace.html	10.2 KB
04. Another Gridworld Example-n9SbomnLb-U.en.vtt	2.1 KB
04. Another Gridworld Example-n9SbomnLb-U.mp4	4.9 MB
04. Another Gridworld Example-n9SbomnLb-U.pt-BR.vtt	2.2 KB
04. Another Gridworld Example-n9SbomnLb-U.zh-CN.vtt	1.7 KB
04. Another Gridworld Example.html	8.1 KB
05. An Iterative Method, Part 1.html	7.6 KB
05. An Iterative Method-AX-hG3KvwzY.en.vtt	7.7 KB
05. An Iterative Method-AX-hG3KvwzY.mp4	28.9 MB
05. An Iterative Method-AX-hG3KvwzY.pt-BR.vtt	8.4 KB
05. An Iterative Method-AX-hG3KvwzY.zh-CN.vtt	6.4 KB
06. An Iterative Method, Part 2.html	13.6 KB
07. Quiz An Iterative Method.html	11.8 KB
08. Iterative Policy Evaluation-eDXIL_oOJHI.en.vtt	7.5 KB
08. Iterative Policy Evaluation-eDXIL_oOJHI.mp4	27.9 MB
08. Iterative Policy Evaluation-eDXIL_oOJHI.pt-BR.vtt	7.6 KB
08. Iterative Policy Evaluation-eDXIL_oOJHI.zh-CN.vtt	6.2 KB
08. Iterative Policy Evaluation.html	7.6 KB
09. Implementation.html	13.1 KB
10. Mini Project DP (Parts 0 and 1).html	8.0 KB
11. Action Values.html	12.4 KB
12. Implementation.html	9.3 KB
13. Mini Project DP (Part 2).html	8.0 KB
14. Policy Improvement-4_adUEK0IHg.en.vtt	8.3 KB
14. Policy Improvement-4_adUEK0IHg.mp4	31.9 MB
14. Policy Improvement-4_adUEK0IHg.pt-BR.vtt	9.2 KB
14. Policy Improvement-4_adUEK0IHg.zh-CN.vtt	7.1 KB
14. Policy Improvement.html	7.6 KB
15. Implementation.html	10.0 KB
16. Mini Project DP (Part 3).html	8.0 KB
17. Policy Iteration-gqv7o1kBDc0.en.vtt	2.1 KB
17. Policy Iteration-gqv7o1kBDc0.mp4	8.5 MB
17. Policy Iteration-gqv7o1kBDc0.pt-BR.vtt	2.4 KB
17. Policy Iteration-gqv7o1kBDc0.zh-CN.vtt	1.8 KB
17. Policy Iteration.html	7.5 KB
18. Implementation.html	8.5 KB
19. Mini Project DP (Part 4).html	8.0 KB
20. Truncated Policy Iteration-a-RvCxlPMho.en.vtt	3.5 KB
20. Truncated Policy Iteration-a-RvCxlPMho.mp4	14.8 MB
20. Truncated Policy Iteration-a-RvCxlPMho.pt-BR.vtt	3.8 KB
20. Truncated Policy Iteration-a-RvCxlPMho.zh-CN.vtt	3.0 KB
20. Truncated Policy Iteration.html	7.6 KB
21. Implementation.html	10.1 KB
22. Mini Project DP (Part 5).html	8.0 KB
23. Value Iteration-XNeQn8N36y8.en.vtt	4.3 KB
23. Value Iteration-XNeQn8N36y8.mp4	16.4 MB
23. Value Iteration-XNeQn8N36y8.pt-BR.vtt	4.6 KB
23. Value Iteration-XNeQn8N36y8.zh-CN.vtt	3.5 KB
23. Value Iteration.html	7.5 KB
24. Implementation.html	10.4 KB
25. Mini Project DP (Part 6).html	8.0 KB
26. Check Your Understanding.html	10.9 KB
27. Summary.html	14.2 KB
index.html	5.7 KB
/img/
actionvalue.png	643.5 KB
est-action.png	154.2 KB
frozen-lake-6.jpg	1.6 MB
improve.png	127.4 KB
iteration.png	247.2 KB
policy-eval.png	265.9 KB
screen-shot-2017-09-26-at-2.18.38-pm.png	415.6 KB
screen-shot-2017-09-26-at-4.22.09-pm.png	224.6 KB
screen-shot-2017-09-26-at-11.03.16-pm.png	265.9 KB
screen-shot-2017-10-02-at-10.41.44-am.png	13.2 KB
screen-shot-2017-12-17-at-9.41.03-am.png	162.0 KB
statevalue.png	1.0 MB
truncated-eval.png	230.6 KB
truncated-iter.png	280.6 KB
value-iteration.png	390.4 KB
/Part 06-Module 01-Lesson 01_Neural Networks/
01. Introducing Luis.html	7.1 KB
02. Why Neural Networks-zAkzOZntK6Y.en.vtt	1.4 KB
02. Why Neural Networks-zAkzOZntK6Y.mp4	1.0 MB
02. Why Neural Networks-zAkzOZntK6Y.pt-BR.vtt	1.3 KB
02. Why Neural Networks-zAkzOZntK6Y.zh-CN.vtt	1.2 KB
02. Why Neural Networks.html	6.6 KB
03. 29 Neural Network Architecture 2-FWN3Sw5fFoM.en.vtt	3.1 KB
03. 29 Neural Network Architecture 2-FWN3Sw5fFoM.mp4	3.0 MB
03. 29 Neural Network Architecture 2-FWN3Sw5fFoM.pt-BR.vtt	3.4 KB
03. 29 Neural Network Architecture 2-FWN3Sw5fFoM.zh-CN.vtt	2.8 KB
03. Combinando modelos-Boy3zHVrWB4.en.vtt	5.4 KB
03. Combinando modelos-Boy3zHVrWB4.mp4	5.0 MB
03. Combinando modelos-Boy3zHVrWB4.pt-BR.vtt	5.4 KB
03. Combinando modelos-Boy3zHVrWB4.zh-CN.vtt	4.7 KB
03. Layers-pg99FkXYK0M.en.vtt	3.5 KB
03. Layers-pg99FkXYK0M.mp4	3.3 MB
03. Layers-pg99FkXYK0M.pt-BR.vtt	3.4 KB
03. Layers-pg99FkXYK0M.zh-CN.vtt	3.1 KB
03. Multiclass Classification-uNTtvxwfox0.en.vtt	2.1 KB
03. Multiclass Classification-uNTtvxwfox0.mp4	2.0 MB
03. Multiclass Classification-uNTtvxwfox0.pt-BR.vtt	2.2 KB
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03. Neural Network Architecture.html	11.4 KB
04. DL 41 Feedforward FIX V2-hVCuvMGOfyY.en.vtt	6.3 KB
04. DL 41 Feedforward FIX V2-hVCuvMGOfyY.mp4	5.6 MB
04. DL 41 Feedforward FIX V2-hVCuvMGOfyY.pt-BR.vtt	6.9 KB
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04. DL 42 Neural Network Error Function (1)-SC1wEW7TtKs.en.vtt	2.0 KB
04. DL 42 Neural Network Error Function (1)-SC1wEW7TtKs.mp4	1.8 MB
04. DL 42 Neural Network Error Function (1)-SC1wEW7TtKs.pt-BR.vtt	2.2 KB
04. DL 42 Neural Network Error Function (1)-SC1wEW7TtKs.zh-CN.vtt	1.7 KB
04. Feedforward.html	7.9 KB
05. Backpropagation V2-1SmY3TZTyUk.en.vtt	7.4 KB
05. Backpropagation V2-1SmY3TZTyUk.mp4	6.8 MB
05. Backpropagation V2-1SmY3TZTyUk.pt-BR.vtt	7.3 KB
05. Backpropagation V2-1SmY3TZTyUk.zh-CN.vtt	6.5 KB
05. Backpropagation.html	10.8 KB
05. Calculating The Gradient 1 -tVuZDbUrzzI.en.vtt	3.5 KB
05. Calculating The Gradient 1 -tVuZDbUrzzI.mp4	3.5 MB
05. Calculating The Gradient 1 -tVuZDbUrzzI.pt-BR.vtt	3.5 KB
05. Calculating The Gradient 1 -tVuZDbUrzzI.zh-CN.vtt	3.0 KB
05. Chain Rule-YAhIBOnbt54.en.vtt	1.7 KB
05. Chain Rule-YAhIBOnbt54.mp4	1.5 MB
05. Chain Rule-YAhIBOnbt54.pt-BR.vtt	1.8 KB
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05. DL 46 Calculating The Gradient 2 V2 (2)-7lidiTGIlN4.en.vtt	6.3 KB
05. DL 46 Calculating The Gradient 2 V2 (2)-7lidiTGIlN4.mp4	6.0 MB
05. DL 46 Calculating The Gradient 2 V2 (2)-7lidiTGIlN4.pt-BR.vtt	6.7 KB
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06. Training Optimization-UiGKhx9pUYc.en.vtt	0.8 KB
06. Training Optimization-UiGKhx9pUYc.mp4	3.1 MB
06. Training Optimization-UiGKhx9pUYc.pt-BR.vtt	0.9 KB
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06. Training Optimization.html	6.6 KB
07. Testing-EeBZpb-PSac.en.vtt	2.5 KB
07. Testing-EeBZpb-PSac.mp4	2.1 MB
07. Testing-EeBZpb-PSac.pt-BR.vtt	2.4 KB
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07. Testing.html	6.5 KB
08. Overfitting and Underfitting.html	6.7 KB
08. Underfitting And Overfitting-xj4PlXMsN-Y.en.vtt	7.7 KB
08. Underfitting And Overfitting-xj4PlXMsN-Y.mp4	6.7 MB
08. Underfitting And Overfitting-xj4PlXMsN-Y.pt-BR.vtt	8.3 KB
08. Underfitting And Overfitting-xj4PlXMsN-Y.zh-CN.vtt	6.7 KB
09. Early Stopping.html	6.6 KB
09. Model Complexity Graph-NnS0FJyVcDQ.en.vtt	5.4 KB
09. Model Complexity Graph-NnS0FJyVcDQ.mp4	5.1 MB
09. Model Complexity Graph-NnS0FJyVcDQ.pt-BR.vtt	5.7 KB
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10. DL 53 Q Regularization-KxROxcRsHL8.en.vtt	1.2 KB
10. DL 53 Q Regularization-KxROxcRsHL8.mp4	1.1 MB
10. DL 53 Q Regularization-KxROxcRsHL8.pt-BR.vtt	1.2 KB
10. DL 53 Q Regularization-KxROxcRsHL8.zh-CN.vtt	1.0 KB
10. Regularization.html	7.7 KB
11. Regularization 2.html	6.6 KB
11. Regularization-ndYnUrx8xvs.en.vtt	8.3 KB
11. Regularization-ndYnUrx8xvs.mp4	7.9 MB
11. Regularization-ndYnUrx8xvs.pt-BR.vtt	9.0 KB
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12. Dropout-Ty6K6YiGdBs.en.vtt	4.8 KB
12. Dropout-Ty6K6YiGdBs.mp4	4.4 MB
12. Dropout-Ty6K6YiGdBs.pt-BR.vtt	4.8 KB
12. Dropout-Ty6K6YiGdBs.zh-CN.vtt	4.2 KB
12. Dropout.html	6.5 KB
13. Local Minima-gF_sW_nY-xw.en.vtt	1.2 KB
13. Local Minima-gF_sW_nY-xw.mp4	839.5 KB
13. Local Minima-gF_sW_nY-xw.pt-BR.vtt	1.1 KB
13. Local Minima-gF_sW_nY-xw.zh-CN.vtt	1.0 KB
13. Local Minima.html	6.6 KB
14. Vanishing Gradient-W_JJm_5syFw.en.vtt	1.5 KB
14. Vanishing Gradient-W_JJm_5syFw.mp4	1.4 MB
14. Vanishing Gradient-W_JJm_5syFw.pt-BR.vtt	1.6 KB
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14. Vanishing Gradient.html	6.6 KB
15. Other Activation Functions-kA-1vUt6cvQ.en.vtt	2.7 KB
15. Other Activation Functions-kA-1vUt6cvQ.mp4	2.4 MB
15. Other Activation Functions-kA-1vUt6cvQ.pt-BR.vtt	2.6 KB
15. Other Activation Functions-kA-1vUt6cvQ.zh-CN.vtt	2.4 KB
15. Other Activation Functions.html	7.0 KB
16. Batch vs Stochastic Gradient Descent-2p58rVgqsgo.en.vtt	4.8 KB
16. Batch vs Stochastic Gradient Descent-2p58rVgqsgo.mp4	4.1 MB
16. Batch vs Stochastic Gradient Descent-2p58rVgqsgo.pt-BR.vtt	4.7 KB
16. Batch vs Stochastic Gradient Descent-2p58rVgqsgo.zh-CN.vtt	4.2 KB
16. Batch vs Stochastic Gradient Descent.html	6.7 KB
17. Learning Rate Decay.html	6.6 KB
17. Learning Rate-TwJ8aSZoh2U.en.vtt	1.1 KB
17. Learning Rate-TwJ8aSZoh2U.mp4	949.3 KB
17. Learning Rate-TwJ8aSZoh2U.pt-BR.vtt	1.3 KB
17. Learning Rate-TwJ8aSZoh2U.zh-CN.vtt	1.0 KB
18. Random Restart-idyBBCzXiqg.en.vtt	0.5 KB
18. Random Restart-idyBBCzXiqg.mp4	404.5 KB
18. Random Restart-idyBBCzXiqg.pt-BR.vtt	0.5 KB
18. Random Restart-idyBBCzXiqg.zh-CN.vtt	0.4 KB
18. Random Restart.html	6.6 KB
19. Momentum-r-rYz_PEWC8.en.vtt	2.6 KB
19. Momentum-r-rYz_PEWC8.mp4	2.2 MB
19. Momentum-r-rYz_PEWC8.pt-BR.vtt	2.8 KB
19. Momentum-r-rYz_PEWC8.zh-CN.vtt	2.3 KB
19. Momentum.html	6.5 KB
index.html	4.9 KB
/img/
luis-circle.png	1.1 MB
regularization-quiz.png	90.0 KB
sigmoid-derivative.gif	2.1 KB
/Part 06-Module 01-Lesson 02_Convolutional Neural Networks/
01. Introducing Cezanne.html	8.3 KB
02. 03 Data And Lesson Outline RENDER V2-jPr-5aZA6NE.en.vtt	1.8 KB
02. 03 Data And Lesson Outline RENDER V2-jPr-5aZA6NE.mp4	5.3 MB
02. 03 Data And Lesson Outline RENDER V2-jPr-5aZA6NE.zh-CN.vtt	1.6 KB
02. Lesson Outline and Data.html	9.9 KB
03. CNN Architecture, VGG-16.html	10.7 KB
04. Convolutional Layers (Part 2)-LX-yVob3c28.en.vtt	10.2 KB
04. Convolutional Layers (Part 2)-LX-yVob3c28.mp4	20.8 MB
04. Convolutional Layers (Part 2)-LX-yVob3c28.zh-CN.vtt	8.8 KB
04. Convolutional Layers.html	7.8 KB
05. Defining Layers in PyTorch.html	11.1 KB
06. Notebook Visualizing a Convolutional Layer.html	8.3 KB
07. Pooling, VGG-16 Architecture.html	9.1 KB
08. Pooling Layers-OkkIZNs7Cyc.en.vtt	5.5 KB
08. Pooling Layers-OkkIZNs7Cyc.mp4	6.1 MB
08. Pooling Layers-OkkIZNs7Cyc.pt-BR.vtt	5.9 KB
08. Pooling Layers-OkkIZNs7Cyc.zh-CN.vtt	4.7 KB
08. Pooling Layers.html	8.1 KB
09. Notebook Visualizing a Pooling Layer.html	8.3 KB
10. Fully-Connected Layers, VGG-16.html	11.0 KB
11. Notebook Visualizing FashionMNIST.html	8.3 KB
12. Training in PyTorch.html	10.3 KB
13. Notebook Fashion MNIST Training Exercise.html	8.3 KB
14. Notebook FashionMNIST, Solution 1.html	8.3 KB
15. Dropout-Ty6K6YiGdBs.en.vtt	4.8 KB
15. Dropout-Ty6K6YiGdBs.mp4	4.4 MB
15. Dropout-Ty6K6YiGdBs.pt-BR.vtt	4.8 KB
15. Dropout-Ty6K6YiGdBs.zh-CN.vtt	4.2 KB
15. Review Dropout.html	10.6 KB
15. 动量-r-rYz_PEWC8.en.vtt	2.6 KB
15. 动量-r-rYz_PEWC8.mp4	2.2 MB
15. 动量-r-rYz_PEWC8.pt-BR.vtt	2.8 KB
15. 动量-r-rYz_PEWC8.zh-CN.vtt	2.3 KB
16. Notebook FashionMNIST, Solution 2.html	8.3 KB
17. 04 Feature Visualization V1 RENDER V2-xwGa7RFg1EQ.en.vtt	3.0 KB
17. 04 Feature Visualization V1 RENDER V2-xwGa7RFg1EQ.mp4	4.8 MB
17. 04 Feature Visualization V1 RENDER V2-xwGa7RFg1EQ.zh-CN.vtt	2.5 KB
17. Feature Visualization.html	7.8 KB
18. 05 Feature Maps V1RENDER V3-oRhsJHHWtu8.en.vtt	1.9 KB
18. 05 Feature Maps V1RENDER V3-oRhsJHHWtu8.mp4	3.0 MB
18. 05 Feature Maps V1RENDER V3-oRhsJHHWtu8.zh-CN.vtt	1.8 KB
18. Feature Maps.html	7.7 KB
19. 06 First Convolutional Layer T1 V1 RENDER V2-hIHDMWVSfsM.en.vtt	3.5 KB
19. 06 First Convolutional Layer T1 V1 RENDER V2-hIHDMWVSfsM.mp4	10.0 MB
19. 06 First Convolutional Layer T1 V1 RENDER V2-hIHDMWVSfsM.zh-CN.vtt	3.1 KB
19. First Convolutional Layer.html	7.8 KB
20. Visualizing CNNs (Part 2).html	14.8 KB
21. 10 Visualizing Activations V1 RENDER V2-CJLNTOXqt3I.en.vtt	1.5 KB
21. 10 Visualizing Activations V1 RENDER V2-CJLNTOXqt3I.mp4	3.5 MB
21. 10 Visualizing Activations V1 RENDER V2-CJLNTOXqt3I.zh-CN.vtt	1.3 KB
21. Visualizing Activations.html	8.2 KB
22. Notebook Feature Viz for FashionMNIST.html	8.3 KB
23. Notebook Visualize Your Net Layers.html	8.3 KB
24. Last Feature Vector and t-SNE.html	15.2 KB
25. Occlusion, Saliency, and Guided Backpropagation.html	12.7 KB
26. 20 Summary Of Feature Viz V2 RENDER V2-r2LBoEkXskU.en.vtt	1.8 KB
26. 20 Summary Of Feature Viz V2 RENDER V2-r2LBoEkXskU.mp4	3.7 MB
26. 20 Summary Of Feature Viz V2 RENDER V2-r2LBoEkXskU.zh-CN.vtt	1.5 KB
26. Summary of Feature Viz.html	11.9 KB
index.html	6.0 KB
/img/
alexis.jpg	321.0 KB
cezanne-circle.png	421.1 KB
diagonal-line-1.png	5.9 KB
diagonal-line-2.png	6.8 KB
embedding.gif	9.2 MB
grid-layer-1.png	36.1 KB
layer-1-grid.png	46.8 KB
screen-shot-2016-11-24-at-12.08.11-pm.png	3.0 MB
screen-shot-2016-11-24-at-12.09.02-pm.png	3.2 MB
screen-shot-2016-11-24-at-12.09.24-pm.png	3.7 MB
screen-shot-2018-04-06-at-4.54.39-pm.png	506.2 KB
screen-shot-2018-04-23-at-8.35.17-pm.png	754.2 KB
screen-shot-2018-04-23-at-8.35.25-pm.png	530.7 KB
screen-shot-2018-04-24-at-4.49.51-pm.png	180.8 KB
screen-shot-2018-04-24-at-5.08.30-pm.png	398.2 KB
screen-shot-2018-04-24-at-5.08.36-pm.png	737.5 KB
screen-shot-2018-04-24-at-5.47.43-pm.png	83.1 KB
screen-shot-2018-04-24-at-12.35.07-pm.png	401.2 KB
screen-shot-2018-04-24-at-12.47.51-pm.png	461.7 KB
screen-shot-2018-04-24-at-12.58.16-pm.png	2.5 MB
t-sne-mnist.png	1.4 MB
vgg-16.png	177.0 KB
/Part 06-Module 01-Lesson 03_Deep Learning with PyTorch/
01. Introducing Mat.html	6.1 KB
02. Introducing PyTorch.html	7.4 KB
03. Part 1 V2-n4mbZYIfKb4.en.vtt	10.7 KB
03. Part 1 V2-n4mbZYIfKb4.mp4	14.5 MB
03. Part 1 V2-n4mbZYIfKb4.pt-BR.vtt	9.6 KB
03. Part 1 V2-n4mbZYIfKb4.zh-CN.vtt	8.8 KB
03. PyTorch Tensors.html	6.7 KB
04. Defining Networks.html	6.7 KB
04. Py Part 2 V1-u50_ZyKqt8g.en.vtt	23.4 KB
04. Py Part 2 V1-u50_ZyKqt8g.mp4	36.3 MB
04. Py Part 2 V1-u50_ZyKqt8g.pt-BR.vtt	22.6 KB
04. Py Part 2 V1-u50_ZyKqt8g.zh-CN.vtt	19.0 KB
05. Py Part 3 V2-u8hDj5aJK6I.en.vtt	18.1 KB
05. Py Part 3 V2-u8hDj5aJK6I.mp4	29.7 MB
05. Py Part 3 V2-u8hDj5aJK6I.pt-BR.vtt	17.1 KB
05. Py Part 3 V2-u8hDj5aJK6I.zh-CN.vtt	14.9 KB
05. Training Networks.html	6.7 KB
06. Fashion-MNIST Exercise.html	6.8 KB
06. PyTorch - Part 4-AEJV_RKZ7VU.en.vtt	2.3 KB
06. PyTorch - Part 4-AEJV_RKZ7VU.mp4	3.5 MB
06. PyTorch - Part 4-AEJV_RKZ7VU.pt-BR.vtt	2.2 KB
06. PyTorch - Part 4-AEJV_RKZ7VU.zh-CN.vtt	2.0 KB
07. Inference Validation.html	6.8 KB
07. Py Part 5 V2-coBbbrGZXI0.en.vtt	17.8 KB
07. Py Part 5 V2-coBbbrGZXI0.mp4	28.4 MB
07. Py Part 5 V2-coBbbrGZXI0.pt-BR.vtt	18.0 KB
07. Py Part 5 V2-coBbbrGZXI0.zh-CN.vtt	14.2 KB
08. Py Part 6 V1-HiTih59dCWQ.en.vtt	8.0 KB
08. Py Part 6 V1-HiTih59dCWQ.mp4	16.7 MB
08. Py Part 6 V1-HiTih59dCWQ.pt-BR.vtt	8.1 KB
08. Saving and Loading Trained Networks.html	6.7 KB
09. Loading Data Sets with Torchvision.html	6.8 KB
09. PyTorch - Part 7-hFu7GTfRWks.en.vtt	10.9 KB
09. PyTorch - Part 7-hFu7GTfRWks.mp4	15.3 MB
09. PyTorch - Part 7-hFu7GTfRWks.pt-BR.vtt	11.1 KB
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
10. Py Part 8 V1-3eqn5sgCOsY.zh-CN.vtt	10.9 KB
10. Transfer Learning.html	6.7 KB
index.html	4.3 KB
/img/
mat-leonard-circle.png	394.2 KB
/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
index.html	4.0 KB
/img/
aws-add-sec-group.png	42.7 KB
aws-create-account.png	13.8 KB
aws-inst-stats.png	24.9 KB
edit-security-group.png	13.1 KB
launch-instance.png	23.1 KB
launch.png	9.1 KB
p2-limit-increase.png	192.7 KB
p2xlarge-limit-request.png	132.8 KB
review-and-launch.png	16.1 KB
screen-shot-2017-06-13-at-12.58.03-pm.png	201.0 KB
screen-shot-2017-11-26-at-9.38.24-am.png	451.5 KB
screen-shot-2017-11-26-at-9.55.20-am.png	424.2 KB
screen-shot-2017-11-26-at-10.30.15-am.png	148.6 KB
screen-shot-2018-01-08-at-5.37.22-am.png	34.0 KB
screen-shot-2018-01-08-at-5.38.03-am.png	282.8 KB
stop.png	48.7 KB
ud272-l2-16-10-aws-account.png	247.3 KB
/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
index.html	3.7 KB
/img/
jupyter-logo.png	5.9 KB
workspaces-jupyter.png	85.5 KB
workspaces-menu.png	96.2 KB
workspaces-new.png	87.3 KB
workspaces-notebook.png	146.3 KB
workspaces-submit.png	149.7 KB
workspaces-terminal.png	48.0 KB
/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
02. Lesson Overview C++-lR3PH3bL-9U.zh-CN.vtt	1.7 KB
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
02. Nd113 C3 L1 04 L Lesson Overview 2 V1-DjT2E23xhj8.zh-CN.vtt	1.3 KB
03. Elecia White.html	8.0 KB
04. Why C++-_t4ZvwfnuCA.en.vtt	2.7 KB
04. Why C++-_t4ZvwfnuCA.mp4	12.6 MB
04. Why C++-_t4ZvwfnuCA.zh-CN.vtt	2.5 KB
04. Why C++.html	6.8 KB
05. Python and C++ Comparison.html	12.9 KB
06. Static Vs Dynamic Typing-D7v6iIAORkE.en.vtt	2.8 KB
06. Static Vs Dynamic Typing-D7v6iIAORkE.mp4	11.0 MB
06. Static Vs Dynamic Typing-D7v6iIAORkE.zh-CN.vtt	2.6 KB
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
10. Doubles Are Bigger-uhwTWgmM2iY.zh-CN.vtt	1.4 KB
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
15. Two Functions Same Name-0ZF649G58l4.mp4	6.4 MB
15. Two Functions Same Name-0ZF649G58l4.zh-CN.vtt	1.4 KB
15. Two Functions Same Name-9SgmzOfBmRU.en.vtt	2.9 KB
15. Two Functions Same Name-9SgmzOfBmRU.mp4	13.8 MB
15. Two Functions Same Name-9SgmzOfBmRU.zh-CN.vtt	2.7 KB
15. Two Functions Same Name.html	9.4 KB
16. Function Signatures 1-T6kQ_4w98IQ.en.vtt	2.7 KB
16. Function Signatures 1-T6kQ_4w98IQ.mp4	12.2 MB
16. Function Signatures 1-T6kQ_4w98IQ.zh-CN.vtt	2.5 KB
16. Function Signatures 1.html	8.2 KB
17. Function Signatures 2-Sx4AWTmXl2U.en.vtt	1.6 KB
17. Function Signatures 2-Sx4AWTmXl2U.mp4	8.5 MB
17. Function Signatures 2-Sx4AWTmXl2U.zh-CN.vtt	1.4 KB
17. Function Signatures 2.html	7.8 KB
17. Function Signatures 3 V1-U3QAFb3AS1M.en.vtt	0.6 KB
17. Function Signatures 3 V1-U3QAFb3AS1M.mp4	2.3 MB
17. Function Signatures 3 V1-U3QAFb3AS1M.zh-CN.vtt	0.5 KB
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
22. Nd113 C Basics Last Video V1-dtu-RXovl0U.zh-CN.vtt	0.6 KB
index.html	5.2 KB
/img/
copy-of-template-1.png	61.1 KB
copy-of-template-2.png	77.7 KB
cover.jpg	116.4 KB
embeddedlogo-04.png	13.5 KB
for.png	52.2 KB
my-drawing.png	21.8 KB
switch.png	125.8 KB
while.png	58.2 KB
/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
08. 1D Vector Playground.html	11.3 KB
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
index.html	4.4 KB
/img/
copy-of-template.png	88.6 KB
vectors.png	57.7 KB
/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
index.html	4.2 KB
/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
02. C Opt 01 L V2-Kdx1_BI5ddc.zh-CN.vtt	3.0 KB
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
/img/
cli.jpg	35.9 KB
emptyterminal.jpg	40.6 KB
files.jpg	37.1 KB
menu.jpg	37.2 KB
menuopen.jpg	48.2 KB
texteditor.jpg	40.4 KB
untitled-drawing.jpg	41.2 KB
/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
19. Nd113 C L2 01 V1-h_P7ceb5ido.en.vtt	0.8 KB
19. Nd113 C L2 01 V1-h_P7ceb5ido.mp4	2.4 MB
19. Nd113 C L2 01 V1-h_P7ceb5ido.zh-CN.vtt	0.7 KB
19. Speed Challenge.html	6.8 KB
index.html	5.0 KB
Total files 1587