June 3rd - Conference Day 1

June 3Main HallHall 3Hall 2 (Pydata)
08:30-09:30Registration and coffee
09:30-09:45Opening Session
09:45-10:30 Tal Einat
Python after Guido: The new governance model
10:30-11:00 Diabolical Python
Dan Gittik		 Beautiful {Automation} System Tests using Pytest
Edward Haas		 NLP on legal contracts
Uri Goren
11:00-11:45 Python Project Productionization
Yehuda Deutsch		 Understanding Python’s Debugging Internals
Liran Haimovitch		 Beyond Word Embeddings The Future of Semantic Represenation
Ari Bornstein
11:45-12:15 "Is it safe ?" - python code security tools
Yehuda Lavy		 Fixtures and Test Doubles in Pytest
Gabor Szabo		 Standardizing Clinical Data with Python
Jacob Barhak
12:15-12:45 Teaching Thousands Of CPUs How To Read
Roy Penn		 Root Cause Analysis with eBPF & Python
Pavel Rogovoy		 When the power of Where meeting the power of Share
Yehuda Horn
12:45-13:45 Lunch 
13:45 ♦ JP Morgan Diamond Sponsor ♦
Model explainability
Idan Angel
14:00-14:30 Descriptors - Supercharge Your Dot
Miki Tebeka		 Real world Graphene: lessons learned from building a GraphQL API on top of a large Django project
Marcin Gębala
14:30-15:00 Data Classes in Python: Why They're Great + Examples Using attrs and dataclasses
Tal Einat		 Making our Municipalities more Transparent using Python!
Adam Kariv		 Numpy: what has changed and what is going to change?
Matti Picus
15:00-15:30 Coffee break
15:30-16:00 Logging Like a Pro - The Stuff They Don’t Tell You
David Bordeynik		 When Deep Learning meets Production
Nadav Goldin		 Automation of feature engineering: pros and cons
Bitya Neuhof
16:00-16:30 Parallel computing and Concurrency
Guy Doulberg		 Settling new planets - adding Ansible modules and plugins
Barak Korren		 Social Network Analysis - From Graph Theory to Applications with Python
Dima Goldenberg
16:30-17:00 Hacking Around Enumeration
Mark Geyzer		 Rust is the next Python FFI
Shmuel Amar		 AI based triage - predicting late and early mortality after emergency department visit.
Talia Tron
17:00-19:00 Social BoF *
 
A Social BoF (Birds of a Feather) is an informal gathering with open discussion around a specific python-based subject. We are planning on having approximately 10 different subjects, where attendees interested in that subject can participate. We will try to have someone who will open the discussion and engage people, but where the discussion goes depends on you. This will give you the opportunity to meet and network with people with similar interest. You can discuss related things that you have been working on, problems that you have had, solutions that you have found, ask questions or just listen in.
DevOps methodologies Pandas NumPy/SciPy
Jupyter and iPython async and parallel computing Machine Learning and AI
Data Engineering Django Pytest, Testing & General QA
Performance Tuning Community Activities  


June 4th - Conference Day 2

June 4Main HallHall 3Hall 2 (Pydata)
08:30-09:30 Registration and coffee
09:30-10:30 Erel Levine
Beating #fakenews with Jupyter notebooks
10:30-11:00 Python 3.8 new stuff, assignment expressions and why Guido quits as BDFL
Eli Gur		 PyPy - the hero we all deserve.
Amit Ripshtos		 A Case study: How to effectively operationalize a Machine Learning model
Moran Haham
11:00-11:30 PySnooper - Never use print for debugging again
Ram Rachum		 Boosting simulation performance with Python
Eran Friedman		 Disease Modeling with Scipy and PyMC
Dean Langsam
11:30-11:45 Async/Awaiting Production
Ronnie Sheer		 Pylint - Python static code analysis
Gilad Shefer
11:45-12:00 Hierarchical Temporal Memory in Python
Fred Rotbart
12:00-12:30 Serverless orchestration of async serverless workers in the cloud
Nikolay Grishchenko		 Building ORMs from scratch with advanced Python
Barak Itkin
12:30-14:00 Lunch
14:00-14:30 Extend Kubernetes to make you a coffee
Daniel Belenky & Gal Ben Haim 		Pandas for Fun and Profit: Using Pandas for Successful Investing.
Daniel Goldfarb		 our DASK ETL Journy
Sephi Berry
14:30-15:00 From 2 to 3 in 1 go
Yael Green		 Pipenv - The Python Companion You Wish You Always Had
Avi Aminov		 Medical ML, healthcare and model/feature interpretability
Dan Ofer
15:00-15:30 Coffee break
15:30-16:00 I hate security - Bluetooth distance detection story
Lior Mizrahi		 Writing user space filesystems
Yuval Turgeman		 Building text classifiers with state-of-the-art Deep Learning frameworks
Inbal Horev
16:00-16:30 "Scope of Variables in Python" - A full scoop of python scopes!
Yoav Glazner		 Decentralizing the cloud with Project Aleph (decentralized applications framework, aka "Look ma, no -centralized- cloud!")
Moshe Malawach		 Data Pipelines - Comparing Airflow and Luigi by people who have made mistakes in both
Orr Shilon & Alex Levin
16:30-17:00 Closing Session

June 5th - Workshops

Microsoft Reactor | Dubnov St 7, Tel Aviv-Yafo

Note: on all workshops one should have a computer to work on through the workshop, please bring your own laptop
June 5Room #1Room #2Room #3
08:30-09:30 Registration and coffee
09:30-13:00 Making your Python code write your Python code - Marcin Sobczyk Creating a device and publishing sensor data to a decentralized cloud using Aleph.im and MicroPython - Moshe Malawach Network Science, Game of Thrones and Python - Mridul Seth
13:00-13:30 Break
13:30-17:00 Let's write a Lisp interpreter - Miki Tebeka Wrapping C code and running it in Python - Matti Picus Named entity recognition with deep learning - Uri Goren