title: Push Data, Pull Data, Present Data
authors: Adrian Cruz
11121 Push_Data_Pull_Data_Present_Data.png
https://2016.pygotham.org/talks/305/push-data-pull-data-present-data

title: Why and how to GraphQL
authors: Victor
11232 Why_and_how_to_GraphQL.png
https://2016.pygotham.org/talks/321/why-and-how-to-graphql

title: “THAT’S A REALLY GREAT IDEA”: SYNTHESIZING SARCASTIC AFFECT
authors: Rachel Rakov
11098 THATS_A_REALLY_GREAT_IDEA_SYNTHESIZING_SARCASTIC_AFFECT.png
https://2016.pygotham.org/talks/279/thats-a-really-great-idea-synthesizing-sarcastic-affect

title: Playing with Python Bytecode
authors: Scott Sanderson and Joe Jevnik
11060 Playing_with_Python_Bytecode.png
https://2016.pygotham.org/talks/373/playing-with-python-bytecode

title: Introduction to Neural Networks with Tensorflow
authors: Mike Craig
11123 Introduction_to_Neural_Networks_with_Tensorflow.png
https://2016.pygotham.org/talks/319/introduction-to-neural-networks-with-tensorflow

title: Lightning Talks
authors: Ministry of Silly Talks
11231 Lightning_Talks_17.png
https://2016.pygotham.org/talks/383/lightning-talks

title: Python Performance Profiling: The Guts And The Glory
authors: A. Jesse Jiryu Davis
11118 Python_Performance_Profiling_The_Guts_And_The_Glory.png
https://2016.pygotham.org/talks/293/python-performance-profiling-the-guts-and-the-glory

title: Summarizing documents
authors: Mike Williams
11065 Summarizing_documents.png
https://2016.pygotham.org/talks/226/summarizing-documents

title: Hassle Free ETL with PySpark
authors: Rob Howley
11073 Hassle_Free_ETL_with_PySpark.png
https://2016.pygotham.org/talks/275/hassle-free-etl-with-pyspark

title: A tale of two cellphones: Python on Android and iOS
authors: Russell Keith-Magee
11097 A_tale_of_two_cellphones_Python_on_Android_and_iOS.png
https://2016.pygotham.org/talks/240/a-tale-of-two-cellphones-python-on-android-and-ios

title: How to build an Event Driven Financial system in sixty days with Python
authors: Federico Kamelhar
11108 How_to_build_an_Event_Driven_Financial_system_in_sixty_days_with_Python.png
https://pygotham.org/2015/talks/256/how-to-build-an-event-driven-financial-system-in-sixty-days-with-python

title: Vector space modeling on music data
authors: Tim Schmeier
11119 Vector_space_modeling_on_music_data.png
https://2016.pygotham.org/talks/295/vector-space-modeling-on-music-data

title: Care and feeding of Pythons
authors: Ewa Jodlowska
11061 Care_and_feeding_of_Pythons.png
https://2016.pygotham.org/talks/231/care-and-feeding-of-pythons

title: Writing Neural Networks from Scratch
authors: Eric Schles
11059 Writing_Neural_Networks_from_Scratch.png
https://2016.pygotham.org/talks/227/writing-neural-networks-from-scratch

title: InvestiGator
authors: Eric Schles
11234 investigator.png

title: Probabilistic Graphical Models in Python
authors: Aileen Nielsen
11088 Probabilistic_Graphical_Models_in_Python.png
https://2016.pygotham.org/talks/368/probabilistic-graphical-models-in-python

title: wat‽ Mind-bending Edge Cases in Python
authors: Dustin Ingram
11134 wat_Mindbending_Edge_Cases_in_Python.png
https://2016.pygotham.org/talks/363/wat-mind-bending-edge-cases-in-python

title: An End to Boring Data with Visualizations
authors: Heather Shapiro
11126 An_End_to_Boring_Data_with_Visualizations.png
https://2016.pygotham.org/talks/330/an-end-to-boring-data-with-visualizations

title: An Introduction to Reinforcement Learning
authors: Jessica Forde
11082 An_Introduction_to_Reinforcement_Learning.png
https://2016.pygotham.org/talks/345/an-introduction-to-reinforcement-learning

title: Demystifying Python Method Resolution Order
authors: AMiT Kumar
11104 Demystifying_Python_Method_Resolution_Order.png
https://2016.pygotham.org/talks/230/demystifying-python-method-resolution-order

title: Simple Serverless ETLs in AWS
authors: Ryan Tuck
11138 Simple_Serverless_ETLs_in_AWS.png
https://2016.pygotham.org/talks/377/simple-serverless-etls-in-aws

title: Using Python to Study Black Holes
authors: Daniela Huppenkothen
11122 Using_Python_to_Study_Black_Holes.png
https://2016.pygotham.org/talks/309/using-python-to-study-black-holes

title: An Intro To Building GUI Applications Using PyQt
authors: Monica Chelliah
11137 An_Intro_To_Building_GUI_Applications_Using_PyQt.png
https://2016.pygotham.org/talks/376/an-intro-to-building-gui-applications-using-pyqt

title: Distributed Python with Dask
authors: Matthew Rocklin
11133 Distributed_Python_with_Dask.png
https://2016.pygotham.org/talks/366/distributed-python-with-dask

title: Empathy and Teaching
authors: Katie Cunningham
11095 Empathy_and_Teaching.png
https://2016.pygotham.org/talks/380/empathy-and-teaching

title: It's Raining, It's Pouring? A web and SMS application in Flask and Twilio to call Farmers.
authors: Katya Vasilaky
11090 Its_Raining_Its_Pouring_A_web_and_SMS_application_in_Flask_and_Twilio_to_call_Farmers.png
https://2016.pygotham.org/talks/374/its-raining-its-pouring-a-web-and-sms-application-in-flask-and-twilio-to-call-farmers

title: Introduction to Microservices with Nameko
authors: Thomas Peterson
11077 Introduction_to_Microservices_with_Nameko.png
https://2016.pygotham.org/talks/313/introduction-to-microservices-with-nameko

title: Webscraping by Example: An introduction to BeautifulSoup
authors: Stevie Slotterback
11094 Webscraping_by_Example_An_introduction_to_BeautifulSoup.png
https://2016.pygotham.org/talks/350/webscraping-by-example-an-introduction-to-beautifulsoup

title: Creating a BitTorrent Client using Asyncio
authors: Ahmed Abdalla
11070 Creating_a_BitTorrent_Client_using_Asyncio.png
https://2016.pygotham.org/talks/280/creating-a-bittorrent-client-using-asyncio

title: Scalable code design with slimmer django model and more
authors: Dawa Sherpa
11102 Slimmer_models_for_more_scalable_code.png
https://2016.pygotham.org/talks/248/scalable-code-design-with-slimmer-django-model-and-more

title: Advanced Permissioning
authors: Jack McCloy
11106 Advanced_Permissioning.png
https://2016.pygotham.org/talks/252/advanced-permissioning

title: Best Practices for Writing Reusable Python
authors: Aaron Hall
11100 Best_Practices_for_Writing_Reusable_Python.png
https://2016.pygotham.org/talks/337/best-practices-for-writing-reusable-python

title: Building Command Line Tools in Python
authors: Erik Taubeneck
11127 Building_Command_Line_Tools_in_Python.png
https://2016.pygotham.org/talks/334/building-command-line-tools-in-python

title: Young Coders (or, 'How to Teach Python to Kids')
authors: Barbara Shaurette
11110 Young_Coders_or_How_to_Teach_Python_to_Kids.png
https://2016.pygotham.org/talks/272/young-coders-or-how-to-teach-python-to-kids

title: Fighting the Flu with Machine Learning
authors: Rohan Koodli
11066 Fighting_the_Flu_with_Machine_Learning.png
https://2016.pygotham.org/talks/323/fighting-the-flu-with-machine-learning

title: Anomaly Detection Algorithms and Techniques for Real-World Detection Systems
authors: Manojit Nandi
11111 Anomaly_Detection_Algorithms_and_Techniques_for_RealWorld_Detection_Systems.png
https://2016.pygotham.org/talks/273/anomaly-detection-algorithms-and-techniques-for-real-world-detection-systems

title: Sensely: Office Automation with the Internet of Things and Python
authors: Luigi Patruno
11091 Sensely_Office_Automation_with_the_Internet_of_Things_and_Python.png
https://2016.pygotham.org/talks/283/sensely-office-automation-with-the-internet-of-things-and-python

title: The Colors, Duke! Steganography using the Python Imaging Library (PIL)
authors: Prakash Venkat
11114 The_Colors_Duke_Steganography_using_the_Python_Imaging_Library_PIL.png
https://2016.pygotham.org/talks/284/the-colors-duke-steganography-using-the-python-imaging-library-pil

title: Modeling State in Text Adventure Games
authors: Katie Silverio
11089 Modeling_State_in_Text_Adventure_Games.png
https://2016.pygotham.org/talks/340/modeling-state-in-text-adventure-games

title: python-dateutil: A delightful romp in the never-confusing world of dates and times
authors: Paul Ganssle
11074 pythondateutil_A_delightful_romp_in_the_neverconfusing_world_of_dates_and_times.png
https://2016.pygotham.org/talks/278/python-dateutil-a-delightful-romp-in-the-never-confusing-world-of-dates-and-times

title: Abstractions and building up: A case study with chess_py, an open source chess platform
authors: Aubhro Sengupta
11103 Abstractions_and_building_up_A_case_study_with_chess_py_an_open_source_chess_platform.png
https://2016.pygotham.org/talks/324/abstractions-and-building-up-a-case-study-with-chess_py-an-open-source-chess-platform

title: Python Gone Bananas: Monkey Patching Isn't Monkey Business
authors: James Powell
11067 Python_Gone_Bananas_Monkey_Patching_Isnt_Monkey_Business.png
https://2016.pygotham.org/talks/341/python-gone-bananas-monkey-patching-isnt-monkey-business

title: Algorithmically Generated Music Using Pyo Based on User Data
authors: David Groff
11128 Algorithmically_Generated_Music_Using_Pyo_Based_on_User_Data.png
https://2016.pygotham.org/talks/336/algorithmically-generated-music-using-pyo-based-on-user-data

title: Wrapping Go in Python
authors: Marcus Willock
11069 Wrapping_Go_in_Python.png
https://2016.pygotham.org/talks/253/wrapping-go-in-python

title: RESTful Service Design: Patterns and Anti-Patterns
authors: Jeff Revesz
11079 RESTful_Service_Design_Patterns_and_AntiPatterns.png
https://2016.pygotham.org/talks/331/restful-service-design-patterns-and-anti-patterns

title: Design for Non-Designers
authors: Tracy Osborn
11064 Design_for_NonDesigners.png
https://2016.pygotham.org/talks/242/design-for-non-designers

title: Teaching and Doing Digital Humanities with Jupyter Notebooks
authors: Matt Lavin
11087 Teaching_and_Doing_Digital_Humanities_with_Jupyter_Notebooks.png
https://2016.pygotham.org/talks/369/teaching-and-doing-digital-humanities-with-jupyter-notebooks

title: Migrating to Python, slowly
authors: Roger López
11096 Migrating_to_Python_slowly.png
https://2016.pygotham.org/talks/229/migrating-to-python-slowly

title: Dplython: Intuitive Data Analysis, Funky Python
authors: Chris Riederer
11116 Dplython_Intuitive_Data_Analysis_Funky_Python.png
https://2016.pygotham.org/talks/292/dplython-intuitive-data-analysis-funky-python

title: PyPy & Us Could Be PyPy & You
authors: Julian Berman
11229 PyPy_Us_Could_Be_PyPy_You.png
https://2016.pygotham.org/talks/381/pypy-us-could-be-pypy-you

title: Using PyStruct to Classify MOOC Discussion Forum Posts
authors: Kyle Shaffer
11113 Using_PyStruct_to_Classify_MOOC_Discussion_Forum_Posts.png
https://pygotham.org/2015/talks/282/using-pystruct-to-classify-mooc-discussion-forum-posts

title: Postgres Present and Future
authors: Craig Kerstiens
11105 Postgres_Present_and_Future.png
https://2016.pygotham.org/talks/249/postgres-present-and-future

title: Make data cleansing fun again with Pandas
authors: Joe Hooper
11124 Make_data_cleansing_fun_again_with_Pandas.png
https://2016.pygotham.org/talks/322/make-data-cleansing-fun-again-with-pandas

title: Algorithms to Sample From Streams
authors: Jonathan Arfa
11117 Algorithms_to_Sample_From_Streams.png
https://2016.pygotham.org/talks/310/algorithms-to-sample-from-streams

title: Python for segregated signal averaging of cardiac baroreflex response in humans
authors: Trevor Witter
11076 Python_for_segregated_signal_averaging_of_cardiac_baroreflex_response_in_humans.png
https://2016.pygotham.org/talks/315/python-for-segregated-signal-averaging-of-cardiac-baroreflex-response-in-humans

title: Exploring Cryptography
authors: John Downs
11086 Exploring_Cryptography.png
https://2016.pygotham.org/talks/353/exploring-cryptography

title: Cryptography in Python
authors: Amirali Sanatinia
11081 Cryptography_in_Python.png
https://2016.pygotham.org/talks/333/cryptography-in-python

title: Making Sense of 100 Years of NYC Opera with Python
authors: Suby Raman
11112 Making_Sense_of_100_Years_of_NYC_Opera_with_Python.png
https://2016.pygotham.org/talks/281/making-sense-of-100-years-of-nyc-opera-with-python

title: Don't Overreact: Moving from Twisted to Asyncio
authors: Brian Muller
11132 Dont_Overreact_Moving_from_Twisted_to_Asyncio.png
https://2016.pygotham.org/talks/361/dont-overreact-moving-from-twisted-to-asyncio

title: The Sound of Data: Using Python to transform data streams into music.
authors: Gabriel Levine
11078 The_Sound_of_Data_Using_Python_to_transform_data_streams_into_music.png
https://2016.pygotham.org/talks/311/the-sound-of-data-using-python-to-transform-data-streams-into-music

title: Introduction to Web Scraping using Scrapy
authors: Kaira Villanueva
11084 Introduction_to_Web_Scraping_using_Scrapy.png
https://2016.pygotham.org/talks/314/introduction-to-web-scraping-using-scrapy

title: We're All Database Engineers (WADE)
authors: Adrian Kramer
11129 Were_All_Database_Engineers_WADE.png
https://2016.pygotham.org/talks/339/were-all-database-engineers-wade

title: Build your own python pet!
authors: Tatiana Tylosky
11093 Build_your_own_python_pet.png
https://2016.pygotham.org/talks/344/build-your-own-python-pet

title: Python for Home-Ec
authors: Adam Forsyth
11130 Python_for_HomeEc.png
https://2016.pygotham.org/talks/356/python-for-home-ec

title: Hacking/typing/writing at 200 words per minute
authors: Ted Morin
11072 Hackingtypingwriting_at_200_words_per_minute.png
https://2016.pygotham.org/talks/271/hackingtypingwriting-at-200-words-per-minute

title: Creating a culture of Computation - Scientific, Social and Humanitarian
authors: Evan Misshula
11071 Creating_a_culture_of_Computation_Scientific_Social_and_Humanitarian.png
https://2016.pygotham.org/talks/260/creating-a-culture-of-computation-scientific-social-and-humanitarian

title: Write Less Code with Algebra!
authors: Gene Callahan
11063 Write_Less_Code_with_Algebra.png
https://2016.pygotham.org/talks/261/write-less-code-with-algebra

title: Making Games
authors: Piper Thunstrom
11107 Making_Games.png
https://2016.pygotham.org/talks/255/making-games

title: Yosai in the Wild
authors: Darin Gordon
11101 Yosai_in_the_Wild.png
https://2016.pygotham.org/talks/232/yosai-in-the-wild

title: Piecing it Together: A beginner's guide to application configuration
authors: Mary
11062 Piecing_it_Together_A_beginners_guide_to_application_configuration.png
https://2016.pygotham.org/talks/228/piecing-it-together-a-beginners-guide-to-application-configuration

title: Opening the Magic Box: Creating transitional Python libraries and IDE tools for young learners
authors: Meg Ray
11136 Opening_the_Magic_Box_Creating_transitional_Python_libraries_and_IDE_tools_for_young_learners.png
https://2016.pygotham.org/talks/372/opening-the-magic-box-creating-transitional-python-libraries-and-ide-tools-for-young-learners

title: Understanding GPU Programming
authors: Daniel Kronovet
11099 Understanding_GPU_Programming.png
https://2016.pygotham.org/talks/307/understanding-gpu-programming

title: Modular SQL Using SQLAlchemy
authors: Bo Du
11120 Modular_SQL_Using_SQLAlchemy.png
https://2016.pygotham.org/talks/303/modular-sql-using-sqlalchemy

title: Distributed Consensus with Raft
authors: John Feminella
11109 Distributed_Consensus_with_Raft.png
https://2016.pygotham.org/talks/262/distributed-consensus-with-raft

title: Everything You Always Wanted to Know About NLP but Were Afraid to Ask
authors: Steven Butler and Max Schwartz
11075 Everything_You_Always_Wanted_to_Know_About_NLP_but_Were_Afraid_to_Ask.png
https://2016.pygotham.org/talks/301/everything-you-always-wanted-to-know-about-nlp-but-were-afraid-to-ask

title: A custom language (PPCL) plugin and syntax for Sublime Text 3
authors: Brien Blandford
11115 A_custom_language_PPCL_plugin_and_syntax_for_Sublime_Text_3.png
https://2016.pygotham.org/talks/291/a-custom-language-ppcl-plugin-and-syntax-for-sublime-text-3

title: Spark Dataframes for the Pandas Pro
authors: Alfred Lee
11085 Spark_Dataframes_for_the_Pandas_Pro.png
https://2016.pygotham.org/talks/359/spark-dataframes-for-the-pandas-pro

title: Pulling Cloud data into a database using Requests and Pandas
authors: Matthew Freihaut
11233 Pulling_Cloud_data_into_a_database_using_Requests_and_Pandas.png
https://2016.pygotham.org/talks/327/pulling-cloud-data-into-a-database-using-requests-and-pandas

title: Snakes in a browser
authors: Russell Keith-Magee
11230 Snakes_in_a_browser_2.png
https://2016.pygotham.org/talks/239/snakes-in-a-browser

title: Beginner Pythonistas: Setting up Your Workspace (Life pre-Python)
authors: Reshama Shaikh
11092 Beginner_Pythonistas_Setting_up_Your_Workspace_Life_prePython.png
https://2016.pygotham.org/talks/296/beginner-pythonistas-setting-up-your-workspace-life-pre-python

title: Higher-level Natural Language Processing with textacy
authors: Burton DeWilde
11080 Higherlevel_Natural_Language_Processing_with_textacy.png
https://2016.pygotham.org/talks/335/higher-level-natural-language-processing-with-textacy

title: Distributed Tracing in Python
authors: Yuri Shkuro
11131 Distributed_Tracing_in_Python.png
https://2016.pygotham.org/talks/360/distributed-tracing-in-python

title: MacroPythonic
authors: Jerry Meeker
11068 MacroPythonic.png
https://2016.pygotham.org/talks/300/macropythonic

title: Advanced Git
authors: David Baumgold
11125 Advanced_Git.png
https://2016.pygotham.org/talks/328/advanced-git

title: Visualization and Analysis for Multimodal Presentation (VAMP)
authors: Ben Leong
11135 Visualization_and_Analysis_for_Multimodal_Presentation_VAMP.png
https://2016.pygotham.org/talks/370/visualization-and-analysis-for-multimodal-presentation-vamp

title: When the database can't keep up
authors: Adam DePrince
11083 When_the_database_cant_keep_up.png
https://2016.pygotham.org/talks/346/when-the-database-cant-keep-up