Big Apple Py
Pygotham_2016
1. Push Data, Pull Data, Present Data (Adrian Cruz) http://youtu.be/TuUwnBrh85I 19 min.
2. Design for Non-Designers (Tracy Osborn) http://youtu.be/ZbrzdMaumNk 28 min.
3. Creating a culture of Computation - Scientific, Social and Humanitarian (Evan Misshula) http://youtu.be/x0Ap-ZjZS7s 227 min.
4. It's Raining, It's Pouring? A web and SMS application in Flask and Twilio to call Farmers. (Katya Vasilaky) http://youtu.be/q6FBHTZFCE4 25 min.
5. “THAT’S A REALLY GREAT IDEA”: SYNTHESIZING SARCASTIC AFFECT (Rachel Rakov) None 36 min.
6. Introduction to Microservices with Nameko (Thomas Peterson) http://youtu.be/0ih4SBxCL3I 15 min.
7. Write Less Code with Algebra! (Gene Callahan) http://youtu.be/3mNX29IEl3A 227 min.
8. Why and how to GraphQL (Victor) http://youtu.be/F98ihM7voAg 25 min.
9. Making Games (Piper Thunstrom) http://youtu.be/Gm2sDARO2Yw 35 min.
10. Webscraping by Example: An introduction to BeautifulSoup (Stevie Slotterback) http://youtu.be/5U702pICY8k 75 min.
11. Playing with Python Bytecode (Scott Sanderson and Joe Jevnik) http://youtu.be/rpZz_emWIQA 53 min.
12. Teaching and Doing Digital Humanities with Jupyter Notebooks (Matt Lavin) http://youtu.be/NzlAUmj5fkg 54 min.
13. Introduction to Neural Networks with Tensorflow (Mike Craig) http://youtu.be/Qqhs4w57sFQ 30 min.
14. Yosai in the Wild (Darin Gordon) None 13 min.
15. Migrating to Python, slowly (Roger López) http://youtu.be/DsW6oXrTOGc 31 min.
16. Creating a BitTorrent Client using Asyncio (Ahmed Abdalla) http://youtu.be/wUlbg5-A1Og 28 min.
17. Lightning Talks (Ministry of Silly Talks) None 30 min.
18. Python Performance Profiling: The Guts And The Glory (A. Jesse Jiryu Davis) http://youtu.be/EJ87Kfzvnbs 20 min.
19. Scalable code design with slimmer django model and more (Dawa Sherpa) None 19 min.
20. Piecing it Together: A beginner's guide to application configuration (Mary) None 25 min.
21. Dplython: Intuitive Data Analysis, Funky Python (Chris Riederer) http://youtu.be/4YAcwCe1mAE 22 min.
22. PyPy & Us Could Be PyPy & You (Julian Berman) http://youtu.be/fN06lCzCBbI 49 min.
23. Summarizing documents (Mike Williams) http://youtu.be/y7XoypvQRhY 54 min.
24. Opening the Magic Box: Creating transitional Python libraries and IDE tools for young learners (Meg Ray ) None 55 min.
25. Using PyStruct to Classify MOOC Discussion Forum Posts (Kyle Shaffer) None 89 min.
26. Advanced Permissioning (Jack McCloy) http://youtu.be/90T5D4KUjWI 46 min.
27. Understanding GPU Programming (Daniel Kronovet) None 25 min.
28. Hassle Free ETL with PySpark (Rob Howley) http://youtu.be/1L6wp7AxfPE 23 min.
29. Best Practices for Writing Reusable Python (Aaron Hall) http://youtu.be/ommyvZnYwe8 33 min.
30. Postgres Present and Future (Craig Kerstiens) http://youtu.be/lgXJvAM2UJk 27 min.
31. Make data cleansing fun again with Pandas (Joe Hooper) http://youtu.be/3lT1HKvwjRU 25 min.
32. A tale of two cellphones: Python on Android and iOS (Russell Keith-Magee) http://youtu.be/ajWCqkmydnY 24 min.
33. Modular SQL Using SQLAlchemy (Bo Du) None 25 min.
34. Building Command Line Tools in Python (Erik Taubeneck) http://youtu.be/nlRZdysaAiI 19 min.
35. Vector space modeling on music data (Tim Schmeier) http://youtu.be/jjO1gOH-BW4 41 min.
36. Young Coders (or, 'How to Teach Python to Kids') (Barbara Shaurette) http://youtu.be/byc5erkE-j8 23 min.
37. Distributed Consensus with Raft (John Feminella) None 55 min.
38. How to build an Event Driven Financial system in sixty days with Python (Federico Kamelhar) None 66 min.
39. Algorithms to Sample From Streams (Jonathan Arfa) None 21 min.
40. Fighting the Flu with Machine Learning (Rohan Koodli) http://youtu.be/6lGgIiTAmss 20 min.
41. Python for segregated signal averaging of cardiac baroreflex response in humans (Trevor Witter) http://youtu.be/sRdTrqsPB0c 21 min.
42. Care and feeding of Pythons (Ewa Jodlowska) http://youtu.be/J18QcUONNzU 39 min.
43. InvestiGator (Eric Schles) http://youtu.be/p0iIMDC5BT8 3 min.
44. Everything You Always Wanted to Know About NLP but Were Afraid to Ask (Steven Butler and Max Schwartz) None -5 min.
45. Exploring Cryptography (John Downs) http://youtu.be/T7PmkshegIU 48 min.
46. Anomaly Detection Algorithms and Techniques for Real-World Detection Systems (Manojit Nandi) http://youtu.be/CAvKQHHNmcY 34 min.
47. Writing Neural Networks from Scratch (Eric Schles) http://youtu.be/4PjBAO7Uy_Y 51 min.
48. Cryptography in Python (Amirali Sanatinia) http://youtu.be/UsdPAkB77PQ 21 min.
49. Probabilistic Graphical Models in Python (Aileen Nielsen) http://youtu.be/DEHqIxX1Kq4 25 min.
50. A custom language (PPCL) plugin and syntax for Sublime Text 3 (Brien Blandford) None 25 min.
51. Sensely: Office Automation with the Internet of Things and Python (Luigi Patruno) http://youtu.be/Cxc7vrjXQOo 22 min.
52. Making Sense of 100 Years of NYC Opera with Python (Suby Raman) http://youtu.be/-mONJ_FWVUE 26 min.
53. The Colors, Duke! Steganography using the Python Imaging Library (PIL) (Prakash Venkat) http://youtu.be/5nuVaWOh6r4 17 min.
54. wat‽ Mind-bending Edge Cases in Python (Dustin Ingram) http://youtu.be/qjk2pWY4RP0 22 min.
55. Spark Dataframes for the Pandas Pro (Alfred Lee) None 25 min.
56. Pulling Cloud data into a database using Requests and Pandas (Matthew Freihaut) None 25 min.
57. Modeling State in Text Adventure Games (Katie Silverio) http://youtu.be/PdyMwzPSJvk 54 min.
58. Don't Overreact: Moving from Twisted to Asyncio (Brian Muller) http://youtu.be/ZKnETCH4S0w 40 min.
59. An End to Boring Data with Visualizations (Heather Shapiro) http://youtu.be/20a5pWawDBc 45 min.
60. Snakes in a browser (Russell Keith-Magee) None 25 min.
61. An Introduction to Reinforcement Learning (Jessica Forde) http://youtu.be/1iLMn53R3rM 25 min.
62. Beginner Pythonistas: Setting up Your Workspace (Life pre-Python) (Reshama Shaikh) None 25 min.
63. The Sound of Data: Using Python to transform data streams into music. (Gabriel Levine) http://youtu.be/vb9c_WFMYeI 23 min.
64. python-dateutil: A delightful romp in the never-confusing world of dates and times (Paul Ganssle) http://youtu.be/X_bCto95Imc 34 min.
65. Abstractions and building up: A case study with chess_py, an open source chess platform (Aubhro Sengupta) http://youtu.be/87vhc96OSFQ 24 min.
66. Introduction to Web Scraping using Scrapy (Kaira Villanueva) http://youtu.be/A4949-hT8TM 21 min.
67. Demystifying Python Method Resolution Order (AMiT Kumar) None 17 min.
68. Higher-level Natural Language Processing with textacy (Burton DeWilde) None 25 min.
69. We're All Database Engineers (WADE) (Adrian Kramer) http://youtu.be/8cR1lSdic0Q 45 min.
70. Python Gone Bananas: Monkey Patching Isn't Monkey Business (James Powell) http://youtu.be/r5M_ZicS1is 52 min.
71. Distributed Tracing in Python (Yuri Shkuro) None 25 min.
72. Simple Serverless ETLs in AWS (Ryan Tuck) None 55 min.
73. MacroPythonic (Jerry Meeker) None 25 min.
74. Advanced Git (David Baumgold) None 25 min.
75. Build your own python pet! (Tatiana Tylosky) http://youtu.be/TburgnvAPLE 27 min.
76. Using Python to Study Black Holes (Daniela Huppenkothen) None 26 min.
77. Algorithmically Generated Music Using Pyo Based on User Data (David Groff) http://youtu.be/s_OVxMw_KW8 22 min.
78. Wrapping Go in Python (Marcus Willock) http://youtu.be/6v6OZXk2E_w 27 min.
79. An Intro To Building GUI Applications Using PyQt (Monica Chelliah) None 21 min.
80. Visualization and Analysis for Multimodal Presentation (VAMP) (Ben Leong) None 25 min.
81. Python for Home-Ec (Adam Forsyth) http://youtu.be/i-wtS3gLFIY 26 min.
82. When the database can't keep up (Adam DePrince) None 55 min.
83. Hacking/typing/writing at 200 words per minute (Ted Morin) http://youtu.be/CRXiNMS9JuY 51 min.
84. RESTful Service Design: Patterns and Anti-Patterns (Jeff Revesz) http://youtu.be/6rpS90DVtrw 52 min.
85. Distributed Python with Dask (Matthew Rocklin) None 53 min.
86. Empathy and Teaching (Katie Cunningham) None 107 min.
1. http://youtu.be/TuUwnBrh85I 19 min.
2. http://youtu.be/ZbrzdMaumNk 28 min.
3. http://youtu.be/x0Ap-ZjZS7s 227 min.
4. http://youtu.be/q6FBHTZFCE4 25 min.
5. None 36 min.
6. http://youtu.be/0ih4SBxCL3I 15 min.
7. http://youtu.be/3mNX29IEl3A 227 min.
8. http://youtu.be/F98ihM7voAg 25 min.
9. http://youtu.be/Gm2sDARO2Yw 35 min.
10. http://youtu.be/5U702pICY8k 75 min.
11. http://youtu.be/rpZz_emWIQA 53 min.
12. http://youtu.be/NzlAUmj5fkg 54 min.
13. http://youtu.be/Qqhs4w57sFQ 30 min.
14. None 13 min.
15. http://youtu.be/DsW6oXrTOGc 31 min.
16. http://youtu.be/wUlbg5-A1Og 28 min.
17. None 30 min.
18. http://youtu.be/EJ87Kfzvnbs 20 min.
19. None 19 min.
20. None 25 min.
21. http://youtu.be/4YAcwCe1mAE 22 min.
22. http://youtu.be/fN06lCzCBbI 49 min.
23. http://youtu.be/y7XoypvQRhY 54 min.
24. None 55 min.
25. None 89 min.
26. http://youtu.be/90T5D4KUjWI 46 min.
27. None 25 min.
28. http://youtu.be/1L6wp7AxfPE 23 min.
29. http://youtu.be/ommyvZnYwe8 33 min.
30. http://youtu.be/lgXJvAM2UJk 27 min.
31. http://youtu.be/3lT1HKvwjRU 25 min.
32. http://youtu.be/ajWCqkmydnY 24 min.
33. None 25 min.
34. http://youtu.be/nlRZdysaAiI 19 min.
35. http://youtu.be/jjO1gOH-BW4 41 min.
36. http://youtu.be/byc5erkE-j8 23 min.
37. None 55 min.
38. None 66 min.
39. None 21 min.
40. http://youtu.be/6lGgIiTAmss 20 min.
41. http://youtu.be/sRdTrqsPB0c 21 min.
42. http://youtu.be/J18QcUONNzU 39 min.
43. http://youtu.be/p0iIMDC5BT8 3 min.
44. None -5 min.
45. http://youtu.be/T7PmkshegIU 48 min.
46. http://youtu.be/CAvKQHHNmcY 34 min.
47. http://youtu.be/4PjBAO7Uy_Y 51 min.
48. http://youtu.be/UsdPAkB77PQ 21 min.
49. http://youtu.be/DEHqIxX1Kq4 25 min.
50. None 25 min.
51. http://youtu.be/Cxc7vrjXQOo 22 min.
52. http://youtu.be/-mONJ_FWVUE 26 min.
53. http://youtu.be/5nuVaWOh6r4 17 min.
54. http://youtu.be/qjk2pWY4RP0 22 min.
55. None 25 min.
56. None 25 min.
57. http://youtu.be/PdyMwzPSJvk 54 min.
58. http://youtu.be/ZKnETCH4S0w 40 min.
59. http://youtu.be/20a5pWawDBc 45 min.
60. None 25 min.
61. http://youtu.be/1iLMn53R3rM 25 min.
62. None 25 min.
63. http://youtu.be/vb9c_WFMYeI 23 min.
64. http://youtu.be/X_bCto95Imc 34 min.
65. http://youtu.be/87vhc96OSFQ 24 min.
66. http://youtu.be/A4949-hT8TM 21 min.
67. None 17 min.
68. None 25 min.
69. http://youtu.be/8cR1lSdic0Q 45 min.
70. http://youtu.be/r5M_ZicS1is 52 min.
71. None 25 min.
72. None 55 min.
73. None 25 min.
74. None 25 min.
75. http://youtu.be/TburgnvAPLE 27 min.
76. None 26 min.
77. http://youtu.be/s_OVxMw_KW8 22 min.
78. http://youtu.be/6v6OZXk2E_w 27 min.
79. None 21 min.
80. None 25 min.
81. http://youtu.be/i-wtS3gLFIY 26 min.
82. None 55 min.
83. http://youtu.be/CRXiNMS9JuY 51 min.
84. http://youtu.be/6rpS90DVtrw 52 min.
85. None 53 min.
86. None 107 min.
1, Push Data, Pull Data, Present Data, Push_Data_Pull_Data_Present_Data.mp4, 19
2, Design for Non-Designers, Design_for_NonDesigners.mp4, 28
3, Creating a culture of Computation - Scientific, Social and Humanitarian, Creating_a_culture_of_Computation_Scientific_Social_and_Humanitarian.mp4, 227
4, It's Raining, It's Pouring? A web and SMS application in Flask and Twilio to call Farmers., Its_Raining_Its_Pouring_A_web_and_SMS_application_in_Flask_and_Twilio_to_call_Farmers.mp4, 25
5, “THAT’S A REALLY GREAT IDEA”: SYNTHESIZING SARCASTIC AFFECT, THATS_A_REALLY_GREAT_IDEA_SYNTHESIZING_SARCASTIC_AFFECT.mp4, 36
6, Introduction to Microservices with Nameko, Introduction_to_Microservices_with_Nameko.mp4, 15
7, Write Less Code with Algebra!, Write_Less_Code_with_Algebra.mp4, 227
8, Why and how to GraphQL, Why_and_how_to_GraphQL.mp4, 25
9, Making Games, Making_Games.mp4, 35
10, Webscraping by Example: An introduction to BeautifulSoup, Webscraping_by_Example_An_introduction_to_BeautifulSoup.mp4, 75
11, Playing with Python Bytecode, Playing_with_Python_Bytecode.mp4, 53
12, Teaching and Doing Digital Humanities with Jupyter Notebooks, Teaching_and_Doing_Digital_Humanities_with_Jupyter_Notebooks.mp4, 54
13, Introduction to Neural Networks with Tensorflow, Introduction_to_Neural_Networks_with_Tensorflow.mp4, 30
14, Yosai in the Wild, Yosai_in_the_Wild.mp4, 13
15, Migrating to Python, slowly, Migrating_to_Python_slowly.mp4, 31
16, Creating a BitTorrent Client using Asyncio, Creating_a_BitTorrent_Client_using_Asyncio.mp4, 28
17, Lightning Talks, Lightning_Talks_17.mp4, 30
18, Python Performance Profiling: The Guts And The Glory, Python_Performance_Profiling_The_Guts_And_The_Glory.mp4, 20
19, Scalable code design with slimmer django model and more, Slimmer_models_for_more_scalable_code.mp4, 19
20, Piecing it Together: A beginner's guide to application configuration, Piecing_it_Together_A_beginners_guide_to_application_configuration.mp4, 25
21, Dplython: Intuitive Data Analysis, Funky Python, Dplython_Intuitive_Data_Analysis_Funky_Python.mp4, 22
22, PyPy & Us Could Be PyPy & You, PyPy_Us_Could_Be_PyPy_You.mp4, 49
23, Summarizing documents, Summarizing_documents.mp4, 54
24, Opening the Magic Box: Creating transitional Python libraries and IDE tools for young learners, Opening_the_Magic_Box_Creating_transitional_Python_libraries_and_IDE_tools_for_young_learners.mp4, 55
25, Using PyStruct to Classify MOOC Discussion Forum Posts, Using_PyStruct_to_Classify_MOOC_Discussion_Forum_Posts.mp4, 89
26, Advanced Permissioning, Advanced_Permissioning.mp4, 46
27, Understanding GPU Programming, Understanding_GPU_Programming.mp4, 25
28, Hassle Free ETL with PySpark, Hassle_Free_ETL_with_PySpark.mp4, 23
29, Best Practices for Writing Reusable Python, Best_Practices_for_Writing_Reusable_Python.mp4, 33
30, Postgres Present and Future, Postgres_Present_and_Future.mp4, 27
31, Make data cleansing fun again with Pandas, Make_data_cleansing_fun_again_with_Pandas.mp4, 25
32, A tale of two cellphones: Python on Android and iOS, A_tale_of_two_cellphones_Python_on_Android_and_iOS.mp4, 24
33, Modular SQL Using SQLAlchemy, Modular_SQL_Using_SQLAlchemy.mp4, 25
34, Building Command Line Tools in Python, Building_Command_Line_Tools_in_Python.mp4, 19
35, Vector space modeling on music data, Vector_space_modeling_on_music_data.mp4, 41
36, Young Coders (or, 'How to Teach Python to Kids'), Young_Coders_or_How_to_Teach_Python_to_Kids.mp4, 23
37, Distributed Consensus with Raft, Distributed_Consensus_with_Raft.mp4, 55
38, How to build an Event Driven Financial system in sixty days with Python, How_to_build_an_Event_Driven_Financial_system_in_sixty_days_with_Python.mp4, 66
39, Algorithms to Sample From Streams, Algorithms_to_Sample_From_Streams.mp4, 21
40, Fighting the Flu with Machine Learning, Fighting_the_Flu_with_Machine_Learning.mp4, 20
41, Python for segregated signal averaging of cardiac baroreflex response in humans, Python_for_segregated_signal_averaging_of_cardiac_baroreflex_response_in_humans.mp4, 21
42, Care and feeding of Pythons, Care_and_feeding_of_Pythons.mp4, 39
43, InvestiGator, investigator.mp4, 3
44, Everything You Always Wanted to Know About NLP but Were Afraid to Ask, Everything_You_Always_Wanted_to_Know_About_NLP_but_Were_Afraid_to_Ask.mp4, -5
45, Exploring Cryptography, Exploring_Cryptography.mp4, 48
46, Anomaly Detection Algorithms and Techniques for Real-World Detection Systems, Anomaly_Detection_Algorithms_and_Techniques_for_RealWorld_Detection_Systems.mp4, 34
47, Writing Neural Networks from Scratch, Writing_Neural_Networks_from_Scratch.mp4, 51
48, Cryptography in Python, Cryptography_in_Python.mp4, 21
49, Probabilistic Graphical Models in Python, Probabilistic_Graphical_Models_in_Python.mp4, 25
50, A custom language (PPCL) plugin and syntax for Sublime Text 3, A_custom_language_PPCL_plugin_and_syntax_for_Sublime_Text_3.mp4, 25
51, Sensely: Office Automation with the Internet of Things and Python, Sensely_Office_Automation_with_the_Internet_of_Things_and_Python.mp4, 22
52, Making Sense of 100 Years of NYC Opera with Python, Making_Sense_of_100_Years_of_NYC_Opera_with_Python.mp4, 26
53, The Colors, Duke! Steganography using the Python Imaging Library (PIL), The_Colors_Duke_Steganography_using_the_Python_Imaging_Library_PIL.mp4, 17
54, wat‽ Mind-bending Edge Cases in Python, wat_Mindbending_Edge_Cases_in_Python.mp4, 22
55, Spark Dataframes for the Pandas Pro, Spark_Dataframes_for_the_Pandas_Pro.mp4, 25
56, Pulling Cloud data into a database using Requests and Pandas, Pulling_Cloud_data_into_a_database_using_Requests_and_Pandas.mp4, 25
57, Modeling State in Text Adventure Games, Modeling_State_in_Text_Adventure_Games.mp4, 54
58, Don't Overreact: Moving from Twisted to Asyncio, Dont_Overreact_Moving_from_Twisted_to_Asyncio.mp4, 40
59, An End to Boring Data with Visualizations, An_End_to_Boring_Data_with_Visualizations.mp4, 45
60, Snakes in a browser, Snakes_in_a_browser_2.mp4, 25
61, An Introduction to Reinforcement Learning, An_Introduction_to_Reinforcement_Learning.mp4, 25
62, Beginner Pythonistas: Setting up Your Workspace (Life pre-Python), Beginner_Pythonistas_Setting_up_Your_Workspace_Life_prePython.mp4, 25
63, The Sound of Data: Using Python to transform data streams into music., The_Sound_of_Data_Using_Python_to_transform_data_streams_into_music.mp4, 23
64, python-dateutil: A delightful romp in the never-confusing world of dates and times, pythondateutil_A_delightful_romp_in_the_neverconfusing_world_of_dates_and_times.mp4, 34
65, Abstractions and building up: A case study with chess_py, an open source chess platform , Abstractions_and_building_up_A_case_study_with_chess_py_an_open_source_chess_platform.mp4, 24
66, Introduction to Web Scraping using Scrapy, Introduction_to_Web_Scraping_using_Scrapy.mp4, 21
67, Demystifying Python Method Resolution Order, Demystifying_Python_Method_Resolution_Order.mp4, 17
68, Higher-level Natural Language Processing with textacy, Higherlevel_Natural_Language_Processing_with_textacy.mp4, 25
69, We're All Database Engineers (WADE), Were_All_Database_Engineers_WADE.mp4, 45
70, Python Gone Bananas: Monkey Patching Isn't Monkey Business, Python_Gone_Bananas_Monkey_Patching_Isnt_Monkey_Business.mp4, 52
71, Distributed Tracing in Python, Distributed_Tracing_in_Python.mp4, 25
72, Simple Serverless ETLs in AWS, Simple_Serverless_ETLs_in_AWS.mp4, 55
73, MacroPythonic, MacroPythonic.mp4, 25
74, Advanced Git, Advanced_Git.mp4, 25
75, Build your own python pet!, Build_your_own_python_pet.mp4, 27
76, Using Python to Study Black Holes, Using_Python_to_Study_Black_Holes.mp4, 26
77, Algorithmically Generated Music Using Pyo Based on User Data, Algorithmically_Generated_Music_Using_Pyo_Based_on_User_Data.mp4, 22
78, Wrapping Go in Python, Wrapping_Go_in_Python.mp4, 27
79, An Intro To Building GUI Applications Using PyQt, An_Intro_To_Building_GUI_Applications_Using_PyQt.mp4, 21
80, Visualization and Analysis for Multimodal Presentation (VAMP), Visualization_and_Analysis_for_Multimodal_Presentation_VAMP.mp4, 25
81, Python for Home-Ec, Python_for_HomeEc.mp4, 26
82, When the database can't keep up, When_the_database_cant_keep_up.mp4, 55
83, Hacking/typing/writing at 200 words per minute, Hackingtypingwriting_at_200_words_per_minute.mp4, 51
84, RESTful Service Design: Patterns and Anti-Patterns, RESTful_Service_Design_Patterns_and_AntiPatterns.mp4, 52
85, Distributed Python with Dask, Distributed_Python_with_Dask.mp4, 53
86, Empathy and Teaching, Empathy_and_Teaching.mp4, 107