Pycon Israel 2021

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)

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)

Versioning 1.0.1 (Pavel Rogovoy, Ron Shilo)

Serverless Python (Nikolay Grishchenko)

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)

FastAPI: The most modern Python3 web framework (Chai Tadmor)

Lock and roll - Advanced locks debugging with GDB (Roee Drucker)

Cutting the Right Corners: Handling High Cardinality by Understanding Your Data (Asaf Sarid)

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)

Harnessing Data to Improve Healthcare (Noa Lubin)

Genomic data - cost-effective scaling in the cloud (Tal Franji)

Testing stochastic AI models with hypothesis (Marina Shvartz)

Tutorial: Using Python HoloViz Technologies to Create Interactive Presentations (Jacob Barhak, James A. Bednar)

A Feature Store - what is it good for? (Orr Shilon)

Methods for Effective Online Testing in Python (Luka Androjna)

mapping and analysis of geospatial big data using geemap and Google Earth Engine (yaron Michl)

Python bottleneck optimization - progression from lists to cupy arrays (Yair beer)

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)

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)

OWASP Top 10 in 20: Application Security for the average Pythonista (Ronnie Sheer)

Python monorepos: what, why and how (Benjy Weinberger)

Liberate your API: Building a task manager inside Sanic (Adam Hopkins)

Geographic Data - an Introductory Tale (Adam Kariv)

How to Test Microservices (Lior Segev)

Novel approach of collecting and analyzing data from PyTest with Elasticsearch (Noy Nakash, Avi Naftalis)

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)

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)

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)

Set your EDA on Autopilot (Nir Barazida)

What’s Everyone Talking About? Discovering Topics with Sentence-BERT (Stav Shemesh)

String Comparison In Real Life - Challenges and Various Ways to Resolve Them (Naomi Kriger)

Enabling Super Fast DS Research using AutoML (Assaf Klein, Hila Weisman-Zohar)

Reprogramming immunity with AI and single-cell multiomics (Drausin Wulsin)