Pycon Israel 2021

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  • General
  • PyData
  • PySecurity
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General Track 1
General Track 2
PyData Track 1
PyData Track 2
09:00
10:00
11:00
12:00
13:00
14:00
15:00
16:00
17:00
Sponsor Hall/Coffee Break
Opening Session
Beyond Time Complexity – NumPy, Pandas and vanilla python optimization tricks you must try (Oren Matar)
Python - the golden bridge between algorithm and software development (Meir Vengrover)
Application State Management (Rachel Chocron)
Resumable persistent functions in Python: how to build a chatbot the fun way (Alon Gal)
Lunch/Sponsor Hall
Python code in an object store, Go fast to production and don't break things (Or Ben-Zeev)
Avoiding memory leaks with "weakref" (Reuven Lerner)
Python’s Frontend - Not what you would think (Bat-El Ziony Sabati)
Coffee Break
Versioning 1.0.1 (Pavel Rogovoy, Ron Shilo)
Serverless Python (Nikolay Grishchenko)
Virtual Happy Hour
Sponsor Hall/Coffee Break
Opening Session
Go Beyond Mock: on Mocks, Stubs and Fakes (Peter Kogan)
Python RPC and PubSub over Websockets (Or Weis)
Hello Airflow, farewell Cron jobs (Noam Elfanbaum)
Lunch/Sponsor Hall
FastAPI: The most modern Python3 web framework (Chai Tadmor)
Lock and roll - Advanced locks debugging with GDB (Roee Drucker)
Coffee break
Cutting the Right Corners: Handling High Cardinality by Understanding Your Data (Asaf Sarid)
Virtual Happy Hour
Sponsor Hall/Coffee Break
Opening Session
Malware Representation Using Graphs (Gal Braun)
Short Text in the Wild (Gal Hochma)
Practical Optimisation for Pandas (Eyal Trabelsi)
War stories: when data doesn't (easily) fit in memory (Uri Yanover)
Lunch/Sponsor Hall
Harnessing Data to Improve Healthcare (Noa Lubin)
Genomic data - cost-effective scaling in the cloud (Tal Franji)
Coffee Break
Testing stochastic AI models with hypothesis (Marina Shvartz)
Tutorial: Using Python HoloViz Technologies to Create Interactive Presentations (Jacob Barhak, James A. Bednar)
Virtual Happy Hour
Sponsor Hall/Coffee Break
Opening Session
A Feature Store - what is it good for? (Orr Shilon)
Methods for Effective Online Testing in Python (Luka Androjna)
Lunch/Sponsor Hall
mapping and analysis of geospatial big data using geemap and Google Earth Engine (yaron Michl)
Coffee Break
Python bottleneck optimization - progression from lists to cupy arrays (Yair beer)
Virtual Happy Hour
General Track 1
General Track 2
PyData Track 1
PyData Track 2
09:00
10:00
11:00
12:00
13:00
14:00
15:00
16:00
17:00
Sponsor Hall/Coffee Break
When is an exception not an exception? Using warnings in Python (Reuven Lerner)
Leaving Celery in the Dust: How to truly scale in production (Gal Ben David)
Building a Secure Python Cloud Application from scratch (David Melamed)
Cleaner SW architecture using python annotations (Yehuda Levian)
Lunch/Sponsor Hall
Be a Pythonista: Coding and Life Lessons Learned from Python (Hodaya Stern)
WebSockets and Flask for the real world (Yael Green)
Practical Advice for Using Mypy (Haki Benita)
Coffee Break
OWASP Top 10 in 20: Application Security for the average Pythonista (Ronnie Sheer)
Python monorepos: what, why and how (Benjy Weinberger)
Virtual Happy Hour
Sponsor Hall/Coffee Break
Liberate your API: Building a task manager inside Sanic (Adam Hopkins)
Geographic Data - an Introductory Tale (Adam Kariv)
Lunch/Sponsor Hall
How to Test Microservices (Lior Segev)
Novel approach of collecting and analyzing data from PyTest with Elasticsearch (Noy Nakash, Avi Naftalis)
Coffee Break
Tests gives you confidence - But data gives you power (Israel Fruchter)
Virtual Happy Hour
Sponsor Hall/Coffee Break
Deep Learning, Minus the Boilerplate with PyTorch Lightning (Ari Bornstein)
Model-Agnostic Interpretation - Beyond Shap and Lime (Nathalie Hauser)
Fun With Trees! Get to the Root of Song Classification (Yama Anin Aminof)
Causality in Python (Hanan Shteingart)
Lunch/Sponsor Hall
Natural language grounding - the next frontier (Uri Goren)
Prepare for the Unknown - Adjust Your Model to Label Distribution Shifts (Nofar Betzalel)
Opening the black box – an interpretable neural network architecture (Oren Matar)
Coffee Break
Automatic Curation of Test sets (Jonathan Laserson)
"Clippy" for Python - Let's build a real-time code companion by hooking over any function. (Dean Langsam)
Virtual Happy Hour
Sponsor Hall/Coffee Break
Set your EDA on Autopilot (Nir Barazida)
What’s Everyone Talking About? Discovering Topics with Sentence-BERT (Stav Shemesh)
Lunch/Sponsor Hall
String Comparison In Real Life - Challenges and Various Ways to Resolve Them (Naomi Kriger)
Coffee Break
Enabling Super Fast DS Research using AutoML (Assaf Klein, Hila Weisman-Zohar)
Reprogramming immunity with AI and single-cell multiomics (Drausin Wulsin)
Virtual Happy Hour