DePy<br>
DePy 2016<br>
 1. Introduction to Data Science in Python (Jonathan Gemmell) None 180 min.<br>
 2. From 0 to 60 in Web2py (Massimo Di Pierro) None 180 min.<br>
 3. Introduction to NetworkX: Social Network Analysis in Python (Robin Burke) None 210 min.<br>
 4. 1A First Course in Deep Learning (Jeremy Watt, Reza Borhani) None 210 min.<br>
 5. Breakfast () None 20 min.<br>
 6. Opening Remarks () None 19 min.<br>
 7. Mathematical Optimization for Machine Learning (Jeremy Watt, Reza Borhani) http://youtu.be/DYFcGgBBsD8 50 min.<br>
 8. Pre-Modeling: Data Preprocessing and Feature Exploration in Python (April Chen) http://youtu.be/V0u6bxQOUJ8 35 min.<br>
 9. The UCSC IoT Python Platform (Luca De Alfaro) http://youtu.be/7pwhl9LJrgU 41 min.<br>
 10. Lunch () None 90 min.<br>
 11.  Pystan: Bayesian Inference for Fun and Profit (Stephen Hoover) http://youtu.be/tjiLOTRwpfY 30 min.<br>
 12. Mapping Collaborations and Knowledge in Scientific Research and Wikipedia: A How-to Approach (Angel Yanguas-Gil, Elsa Alvaro) http://youtu.be/HEFUn9uhGc4 28 min.<br>
 13. Business Data Processing Using Python (Gregory Dover) http://youtu.be/hpFJtqT4Lgk 22 min.<br>
 14. A Universal Carving Approach for Database Forensic Analysis (James Wagner) http://youtu.be/I0ecuo8nGks 26 min.<br>
 15. Coffee Break () None 30 min.<br>
 16. Python Powered Restful API Basics with Web2py (Mark Graves) http://youtu.be/OJcvpO1cAEQ 29 min.<br>
 17. Building and Distributing Python Software with Conda (Jonathan Helmus) http://youtu.be/HSK-6dCnYVQ 18 min.<br>
 18. Deploying Django to Heroku (Joseph Jasinski) http://youtu.be/qOcgi3fea5Q 20 min.<br>
 19. Building Alexa Skills w/ AWS Lambda &amp; Python (Aleksandar Velkoski) None 9 min.<br>
 20. To Catch a Cheat (Casey Schroeder) http://youtu.be/cXTM4adbNug 11 min.<br>
 21. A Quick peek at Netlogo (Mike Tamillow) http://youtu.be/6WEad7OiqR4 11 min.<br>
 22. Closing Remarks () None 8 min.<br>

<hr>
  1. None 180 min.<br>
  2. None 180 min.<br>
  3. None 210 min.<br>
  4. None 210 min.<br>
  5. None 20 min.<br>
  6. None 19 min.<br>
  7. http://youtu.be/DYFcGgBBsD8 50 min.<br>
  8. http://youtu.be/V0u6bxQOUJ8 35 min.<br>
  9. http://youtu.be/7pwhl9LJrgU 41 min.<br>
  10. None 90 min.<br>
  11. http://youtu.be/tjiLOTRwpfY 30 min.<br>
  12. http://youtu.be/HEFUn9uhGc4 28 min.<br>
  13. http://youtu.be/hpFJtqT4Lgk 22 min.<br>
  14. http://youtu.be/I0ecuo8nGks 26 min.<br>
  15. None 30 min.<br>
  16. http://youtu.be/OJcvpO1cAEQ 29 min.<br>
  17. http://youtu.be/HSK-6dCnYVQ 18 min.<br>
  18. http://youtu.be/qOcgi3fea5Q 20 min.<br>
  19. None 9 min.<br>
  20. http://youtu.be/cXTM4adbNug 11 min.<br>
  21. http://youtu.be/6WEad7OiqR4 11 min.<br>
  22. None 8 min.<br>




<hr>
 1, Introduction to Data Science in Python, Introduction_to_Data_Science_in_Python.mp4, 180<br>
 2, From 0 to 60 in Web2py, From_0_to_60_in_Web2py.mp4, 180<br>
 3, Introduction to NetworkX: Social Network Analysis in Python, Introduction_to_NetworkX_Social_Network_Analysis_in_Python.mp4, 210<br>
 4, 1A First Course in Deep Learning, 1A_First_Course_in_Deep_Learning.mp4, 210<br>
 5, Breakfast, Breakfast_3.mp4, 20<br>
 6, Opening Remarks, Opening_Remarks_2.mp4, 19<br>
 7, Mathematical Optimization for Machine Learning, Mathematical_Optimization_for_Machine_Learning.mp4, 50<br>
 8, Pre-Modeling: Data Preprocessing and Feature Exploration in Python, PreModeling_Data_Preprocessing_and_Feature_Exploration_in_Python.mp4, 35<br>
 9, The UCSC IoT Python Platform, TBD_4.mp4, 41<br>
 10, Lunch, Lunch_5.mp4, 90<br>
 11,  Pystan: Bayesian Inference for Fun and Profit, Pystan_Bayesian_Inference_for_Fun_and_Profit.mp4, 30<br>
 12, Mapping Collaborations and Knowledge in Scientific Research and Wikipedia: A How-to Approach, Mapping_Collaborations_and_Knowledge_in_Scientific_Research_and_Wikipedia_A_Howto_Approach.mp4, 28<br>
 13, Business Data Processing Using Python, Business_Data_Processing_Using_Python.mp4, 22<br>
 14, A Universal Carving Approach for Database Forensic Analysis, A_Universal_Carving_Approach_for_Database_Forensic_Analysis.mp4, 26<br>
 15, Coffee Break, Coffee_Break.mp4, 30<br>
 16, Python Powered Restful API Basics with Web2py, Python_Powered_Restful_API_Basics_with_Web2py.mp4, 29<br>
 17, Building and Distributing Python Software with Conda, Building_and_Distributing_Python_Software_with_Conda.mp4, 18<br>
 18, Deploying Django to Heroku, Deploying_Django_to_Heroku.mp4, 20<br>
 19, Building Alexa Skills w/ AWS Lambda &amp; Python, Building_Alexa_Skills_w_AWS_Lambda_Python.mp4, 9<br>
 20, To Catch a Cheat, To_Catch_a_Cheat.mp4, 11<br>
 21, A Quick peek at Netlogo, quick_peek_netlogo.mp4, 11<br>
 22, Closing Remarks, Closing_Remarks_2.mp4, 8<br>