PyCon Israel 2022
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- General
- DB, Big Data, Data Science, AI/ML
- Security
- DevOps/CI/Automation/QA
- Other
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Main Hall
PyData
Hall 3
08:00
09:00
10:00
11:00
12:00
13:00
14:00
15:00
16:00
Registration and Coffee
Opening talk
๐บ๐ธ Panel: Python Strategy
(Sim Zacks)
๐บ๐ธ The hidden costs of your favorite functions
(Maya Gershovitz Bar)
๐บ๐ธ Building Lightning-Fast Apps With asyncio
(Assaf Dayan)
๐บ๐ธ What happens when you import a module?
(Reuven Lerner)
Lunch
๐บ๐ธ Monorepo - One Repo To Rule Them All
(Yael Green)
๐บ๐ธ No more sassy SaaS integrations
(Amit Ripshtos)
Coffee Break
๐บ๐ธ Python common security mistakes in 2022
(Gil Cohen, Eyal Greenberg)
๐บ๐ธ Off road profiling - when the automated profilers just don't cut it.
(Shachar Shemesh)
๐บ๐ธ Supercharging Pipeline Efficiency with ML Performance Prediction
(Boaz Wiesner, Keren Meron)
๐บ๐ธ Detecting anomalous sequences using text processing methods
(Liron Faybish (Ben-Kimon))
๐ฎ๐ฑ Zero to Hero: Few Shot Learning + Multi-armed Bandit
(Yoel Zeldes, Shuki Cohen)
Lunch
๐ฎ๐ฑ Python & DAG architecture: The winning combination for the development of complex varied algorithmic flows in an agile world.
(Noa Marom)
๐บ๐ธ Cracking Wordle: Machine Learning based Strategies
(Efrat Ravid)
Coffee Break
๐ฎ๐ฑ Engineering and algorithms using python at scale โ creating a High Definition Map of the world's road network
(Amit Raphael)
๐ฎ๐ฑ Computer Vision for The Poor: How to easily reduce Deep Computer Vision to shallow NLP
(Assaf Klein, Hila Weisman-Zohar)
๐บ๐ธ Circuit Playground Bluefruit Board: Bringing Objects to Life (With Python Code)
(Lior Dagan Leib)
๐ฎ๐ฑ Hidden Hacks in Linters for Better & More Secure Code
(Gabriel Manor-Liechtman)
๐บ๐ธ Property Based Testing with Hypothesis: Stronger Tests, Less Work
(Shai Geva)
Lunch
๐บ๐ธ GPT-3 wrote the description for this talk... Scary or exciting?
(Ronnie Sheer)
๐ฎ๐ฑ Effective Protobuf: Everything You Wanted To Know, But Never Dared To Ask
(Liran Haimovitch)
Coffee Break
๐บ๐ธ There is always another way: Sharpen your NumPy skills with the 8 Queens puzzle
(Ariel Lieberman)
๐บ๐ธ meet the best feature in python 3.10: match-case
(Dror Ivry)
๐บ๐ธ Exploring the Cheese Shop - What's in the Python Package Index?
(Michael Sverdlin)
Main Hall
PyData
Hall 3
08:00
09:00
10:00
11:00
12:00
13:00
14:00
15:00
16:00
17:00
Registration and Coffee
Opening Talk
๐บ๐ธ Keynote: Yam Peleg
(Yam Peleg)
๐บ๐ธ Memoirs of a Python Object: Memory Management and Improving Performance
(Michael Khaitov)
๐บ๐ธ Identity providers, your app, and everything in-between
(Hodaya Ankri)
๐บ๐ธ Optimizing Code Performance for Python Internals
(Yonatan Goldschmidt)
Lunch
๐บ๐ธ The Journey of Upgrading A Python Version: From a Debugger Perspective
(Nathan Shain)
๐บ๐ธ From PyPerf to py-spy - Everything You Need to Know About Python Profilers
(Tomer Doitshman)
Coffee Break
๐บ๐ธ It's Critical: Concurrent programming as a sane programming model (or how I met critical section)
(David Baum)
๐บ๐ธ Building your own dystopic surveillance state with Python
(Adam Kariv)
๐บ๐ธ Fine Grained Error Locations in Tracebacks
(Ron Alfia)
๐บ๐ธ Under the sea - Attacking vulnerable C creatures in Snakes-land
(Aviad Hahami)
๐บ๐ธ Why Does โDonโt Stop Me Nowโ by Queen Make Us Happy? Feature Analysis
(Noga Karni)
๐บ๐ธ What are we busy about?
(Layla Abu khalaf)
๐ฎ๐ฑ Data Class Serialization The Right Way
(Bat-El Ziony Sabati, Mordechai Alter)
Lunch
๐บ๐ธ Life, Death, andย Shopping
(Dina Bavli)
Coffee Break
๐ฎ๐ฑ Web apps for data science using streamlit
(Liron Soffer)
๐บ๐ธ Formal Verification through Python โ Why and How?
(Avraham Raviv, Or Reginiano, eliya bronshtein)
๐บ๐ธ ๐ค Transformer-based NLP Pipelines with SpaCy v3
(Stav Shemesh)
๐บ๐ธ Donโt Underestimate the Obvious: Murphyโs Law in Real-life Data Science
(Inon Peled)
๐ฎ๐ฑ Getting Started with OpenTelemetry in Python
(Michael Haberman)
๐บ๐ธ How to Lift Your Tech Debt Curse with the Magic of the Open-Close Principle
(Dor Amram)
๐บ๐ธ Leveraging networkx in-memory graphs for securing your cloud infrastructure
(Naor David)
Lunch
๐ฎ๐ฑ JSON - The Fine Print
(Miki Tebeka)
๐ฎ๐ฑ Overcoming Concurrency Issues in Web Applications
(Haki Benita)
Coffee Break
๐บ๐ธ Basic microcontroller programming with Python
(Anat Wax)
๐ฎ๐ฑ Django URL Pattern Role Authorization System
(Yarin Asulin)
๐บ๐ธ Minimum Viable Security for Python Applications
(Michael Segal)
๐ฎ๐ฑ Pythonic DDD And How To Improve Your Life When Maintaining A Monolith
(Niv Sluzki)