Video recordings in English

• meet the best feature in python 3.10: match-case (English)
• CLI, CI, DIY: Crafting Python Based Dev Tools in a DevOps Vacuum (English)
• PyPy - the hero we all deserve (English)
• Fun With ASTs (English)
• Python Project Productionization (English)
• Python 3.8 new stuff, assignment expressions and why Guido quits as BDFL (English)
• Go Beyond Mock: on Mocks, Stubs and Fakes (English)
• Genomic data - cost-effective scaling in the cloud (English)
• Teaching Thousands Of CPUs How To Read (English)
• Cracking Wordle: Machine Learning based Strategies (English)
• Pipenv - The Python Companion You Wish You Always Had (English)
• I hate security - Bluetooth distance detection story (English)
• From Sluggish to Speedy: A Developer's Guide to Taming MySQL Performance (English)
• Beyond Time Complexity - NumPy, Pandas and vanilla python optimization tricks you must try (English)
• Python RPC and PubSub over Websockets (English)
• Building Lightning-Fast Apps With asyncio (English)
• Panel: Python Strategy (English)
• Beyond KMeans - using LLMs to improve text clustering (English)
• Under the sea - Attacking vulnerable C creatures in Snakes-land (English)
• Real world Graphene: lessons learned from building a GraphQL API on top of a large Django project (English)
• Model-Agnostic Interpretation - Beyond Shap and Lime (English)
• Beautiful {Automation} System Tests using Pytest (English)
• Serverless Python (English)
• It's all about the db - our journey between databases to accommodate 100k events per second (English)
• Life, Death, and Shopping (English)
• It's Critical: Concurrent programming as a sane programming model (or how I met critical section) (English)
• our DASK ETL Journey (English)
• Leaving Celery in the Dust: How to truly scale in production (English)
• Basic microcontroller programming with Python (English)
• Model explainability (English)
• Building ORMs from scratch with advanced Python (English)
• What’s Everyone Talking About? Discovering Topics with Sentence-BERT (English)
• Exploring the Cheese Shop - What's in the Python Package Index? (English)
• Circuit Playground Bluefruit Board: Bringing Objects to Life (With Python Code) (English)
• Python common security mistakes in 2022 (English)
• Monorepo - One Repo To Rule Them All (English)
• Hierarchical Temporal Memory in Python (English)
• Optimizing Code Performance for Python Internals (English)
• Building text classifiers with state-of-the-art Deep Learning frameworks (English)
• From PyPerf to py-spy - Everything You Need to Know About Python Profilers (English)
• Face Off: Brute-force attack on Biometrical-databases (English)
• Postgresql in Theory and Practice. (English)
• Accelerating Data Excellence: Automated Standardization for Enhanced Integrity (English)
• To Bid, or not to Bid – Reinforcement Learning for Real Time Bidding (English)
• Vector embeddings at the center of your data stack (English)
• "Scope of Variables in Python" - A full scoop of python scopes! (English)
• Pandas for Fun and Profit: Using Pandas for Successful Investing (English)
• Diversifying the feed with color vector selection (English)
• Fun With Trees! Get to the Root of Song Classification (English)
• Harnessing Data to Improve Healthcare (English)
• Python bottleneck optimization - progression from lists to cupy arrays (English)
• A Day Has Only 24+-1 Hours (English)
• mapping and analysis of geospatial big data using geemap and Google Earth Engine (English)
• Cutting the Right Corners: Handling High Cardinality by Understanding Your Data (English)
• Data Pipelines - Comparing Airflow and Luigi by people who have made mistakes in both (English)
• Social Network Analysis - From Graph Theory to Applications with Python (English)
• How we deleted a dozen files and 10,000 lines of code and got control of our Airflow DAGs (English)
• Writing user space filesystems (English)
• Entity resolution at Explorium (English)
• Why Does "Don't Stop Me Now" by Queen Make Us Happy? Feature Analysis (English)
• Serverless orchestration of async serverless workers in the cloud (English)
• A Case study: How to effectively operationalize a Machine Learning model (English)
• Malicious Needle in a Haystack - PyPi Security Pitfalls (English)
• Detecting anomalous sequences using text processing methods (English)
• Root Cause Analysis with eBPF & Python (English)
• Using LLMs to convert freetext to structure (English)
• Don’t Underestimate the Obvious: Murphy’s Law in Real-life Data Science (English)
• War stories: when data doesn't (easily) fit in memory (English)
• Fixtures and Test Doubles in Pytest (English)
• Methods for Effective Online Testing in Python (English)
• There is always another way: Sharpen your NumPy skills with the 8 Queens puzzle (English)
• GPT-3 wrote the description for this talk... Scary or exciting? (English)
• Python code in an object store, Go fast to production and don't break things (English)
• Deep Learning, Minus the Boilerplate with PyTorch Lightning (English)
• Hello Airflow, farewell Cron jobs (English)
• Beyond Word Embeddings The Future of Semantic Representation (English)
• Building your own dystopic surveillance state with Python (English)
• String Comparison In Real Life - Challenges and Various Ways to Resolve Them (English)
• Application State Management (English)
• Python after Guido: The new governance model (English)
• Python - the golden bridge between algorithm and software development (English)
• Property Based Testing with Hypothesis: Stronger Tests, Less Work (English)
• Formal Verification through Python – Why and How? (English)
• Building a Secure Python Cloud Application from scratch (English)
• Using Reinforcement Learning to understand our society (English)
• Keynote: Yam Peleg (English)
• Malware Representation Using Graphs (English)
• Leveraging networkx in-memory graphs for securing your cloud infrastructure (English)
• Reprogramming immunity with AI and single-cell multiomics (English)
• The Hitchhiker's Guide to Labeled Data Quality (English)
• Avoiding memory leaks with "weakref" (English)
• Settling new planets - adding Ansible modules and plugins (English)
• Extend Kubernetes to make you a coffee (English)
• From 2 to 3 in 1 go (English)
• What are we busy about? (English)
• Unit testing LLM Agents (English)
• Numpy: what has changed and what is going to change? (English)
• Set your EDA on Autopilot (English)
• When is an exception not an exception? Using warnings in Python (English)
• Opening Keynote (English)
• Off road profiling - when the automated profilers just don't cut it. (English)
• FastAPI: The most modern Python3 web framework (English)
• Identity providers, your app, and everything in-between (English)
• Tutorial: Using Python HoloViz Technologies to Create Interactive Presentations (English)
• Liberate your API: Building a task manager inside Sanic (English)
• NLP on legal contracts (English)
• Hacking Around Enumeration (English)
• Causality in Python (English)
• Parallel computing and Concurrency (English)
• The Journey of Upgrading A Python Version: From a Debugger Perspective (English)
• Lock and roll - Advanced locks debugging with GDB (English)
• Unlocking Python's AST: The Metaprogramming Superpower You Didn't Know You Had (English)
• Supercharging Pipeline Efficiency with ML Performance Prediction (English)
• Natural language grounding - the next frontier (English)
• Versioning 1.0.1 (English)
• 10 Ways To Shoot Yourself In The Foot With Tests (English)
• When Deep Learning meets Production (English)
• Ask me anything panel (English)
• Closing Keynote (English)
• A Feature Store - what is it good for (English)
• Optimizing Ad Conversions with DS (English)
• Decentralizing the cloud with Project Aleph (decentralized applications framework, aka "Look ma, no -centralized- cloud!") (English)
• No more sassy SaaS integrations (English)
• "Clippy" for Python - Let's build a real-time code companion by hooking over any function. (English)
• Prepare for the Unknown - Adjust Your Model to Label Distribution Shifts (English)
• Standardizing Clinical Data with Python (English)
• Python monorepos: what, why and how (English)
• PySnooper - Never use print for debugging again (English)
• Resumable persistent functions in Python: how to build a chatbot the fun way (English)
• Memoirs of a Python Object: Memory Management and Improving Performance (English)
• OWASP Top 10 in 20: Application Security for the average Pythonista (English)
• AI based triage - predicting late and early mortality after emergency department visit (English)
• A fascinating talk (English)
• The journey from CSV to parquet to cloud and back. (English)
• Fine Grained Error Locations in Tracebacks (English)
• The hidden costs of your favorite functions (English)
• WebSockets and Flask for the real world (English)
• Opening Session PyCon IL 2019 (English)
• Minimum Viable Security for Python Applications (English)
• Short Text in the Wild (English)
• Geographic Data - an Introductory Tale (English)
• How to Test Microservices (English)
• Medical ML, healthcare and model/feature interpretability (English)
• How to Lift Your Tech Debt Curse with the Magic of the Open-Close Principle (English)
• Understanding Python's Debugging Internals (English)
• Async/Awaiting Production (English)
• Making our Municipalities more Transparent using Python! (English)
• 🤖 Transformer-based NLP Pipelines with SpaCy v3 (English)
• Boosting simulation performance with Python (English)
• Testing stochastic AI models with hypothesis (English)
• Designing a plugin architecture in Python (English)
• Polars is the Pandas killer (English)
• Novel approach of collecting and analyzing data from PyTest with Elasticsearch (English)
• Opening the black box - an interpretable neural network architecture (English)
• What happens when you import a module? (English)
• Disease Modeling with Scipy and PyMC (English)
• Omniscient AppSec: Custom, continuous security verification of python code (English)

Video recordings in Hebrew

• Epistemology - reflections on what is a truthful representation of reality in the software world (Hebrew)
• Python Typing Implementation: Best Practices and Pitfalls (Hebrew)
• The design and development of Choices in Django 3.0 (Hebrew)
• Overcoming Concurrency Issues in Web Applications (Hebrew)
• Intro to Typescript (Hebrew)
• CPython moved to GitHub, how does it work? (Hebrew)
• Pythonic DDD And How To Improve Your Life When Maintaining A Monolith (Hebrew)
• Taxonomies in the Age of AI: Showcasing The Data Operations Open Source Taxonomy (Hebrew)
• Deep Neural Network as SQL+Python (Hebrew)
• Types in Python (Hebrew)
• Python async.io - From zero to hero (Hebrew)
• No more dependency nightmares: the Wix way for a healthy and stable python platform (Hebrew)
• Python Serialization landscape (Hebrew)
• JSON - The Fine Print (Hebrew)
• Hidden Hacks in Linters for Better & More Secure Code (Hebrew)
• Django settings with pydantic (Hebrew)
• Creating a website on GitHub Pages using Markdown (Hebrew)
• How to Make Your Backend Roar (Hebrew)
• Creating a Chrome browser extension (Hebrew)
• Logging Like a Pro - The Stuff They Don't Tell You (Hebrew)
• Reaching One Million Hands for Israeli advocacy (Hebrew)
• Faster code for global scale -- Mobileye HD mapping the world (Hebrew)
• Fixing a CVE In the Open: redis-py, chatgpt, and open source bug hunting (Hebrew)
• Reducing your memory footprint by 75% with 6 lines of code (Hebrew)
• The Two Hard Things In Computer Science (Hebrew)
• Secimport: Tailor-Made eBPF Sandbox for Python Applications (Hebrew)
• Computer Vision for The Poor: How to easily reduce Deep Computer Vision to shallow NLP (Hebrew)
• Practical Advice for Using Mypy (Hebrew)
• From Migrations to Tests: Alembic-powered DB Consistency (Hebrew)
• Using 4$ microprocessor for fun and profit! (Hebrew)
• "Is it safe ?" - python code security tools (Hebrew)
• Using Cython to run a C++ synth with a Kivy frontend on Android (Hebrew)
• Do you miss me? (Hebrew)
• Kubernetes CPU- Requests, limits and noisy neighbors (Hebrew)
• When the power of "Where" meets the power of "Share" (Hebrew)
• The Hitchhiker's Guide to Advanced Python Monitoring (Hebrew)
• Make your classes faster and leaner (Hebrew)
• Python & DAG architecture: The winning combination for the development of complex varied algorithmic flows in an agile world. (Hebrew)
• Git is a great design (Hebrew)
• Getting started with Git (Hebrew)
• Method chaining in Python (Hebrew)
• The Perfect Python Environment Setup (Hebrew)
• Property-based testing (Hebrew)
• tRust the process (Hebrew)
• A Python quiz (Hebrew)
• Clean Code for Data Scientists (Hebrew)
• Be a Pythonista: Coding and Life Lessons Learned from Python (Hebrew)
• The Hitchhiker's Guide to Labeled Data Quality (Hebrew)
• Simulations for the Mathematically Challenged (Hebrew)
• Bauhaus Software Architecture (Hebrew)
• Unblocking the Loop: Mastering Python's I/O Loop Monitoring (Hebrew)
• Your command is my command (Command line in Python) (Hebrew)
• Wheels, the new distribution format for Python packages (Hebrew)
• Automation of feature engineering: pros and cons (Hebrew)
• A Bug's Life (Hebrew)
• Python's Frontend - Not what you would think (Hebrew)
• GridRoyale, a life simulation for exploring social dynamics (Hebrew)
• Embedding and Calling Python with 0 Serialization and ε Memory (Hebrew)
• Pylint - Python static code analysis (Hebrew)
• Effective Protobuf: Everything You Wanted To Know, But Never Dared To Ask (Hebrew)
• So you think you can print? (Hebrew)
• Automation Thinking! - Automation to improve personal and work lives, and how to have the mindset of Automation (Hebrew)
• logger.info(f"Don't Give all your {secrets} away") (Hebrew)
• Data Classes in Python: Why They're Great + Examples Using attrs and dataclasses (Hebrew)
• How to create addiction to Python? (Hebrew)
• Using Reinforcement Learning to understand our society (Hebrew)
• Descriptors - Supercharge Your Dot (Hebrew)
• How to prepare your python code for the post-quantum era (Hebrew)
• Date for two: Server, Client, and Datetime in a Multi-timezone environment (Hebrew)
• Taming Nondeterminism with Dependency Injection (Hebrew)
• Python bad cryptography habits (Hebrew)
• Cultural Learnings of PostgreSQL for Make Benefit Glorious Company Product (Hebrew)
• Data Class Serialization The Right Way (Hebrew)
• Python after Guido: The new governance model (Hebrew)
• Empowering the Next Generation: Teaching Python to Young Girls through AliceCode (Hebrew)
• Making Python 100x faster with less than 100 lines of Rust (Hebrew)
• WebRTC - Real time communications for the web (Hebrew)
• Federated Learning: A promising new method for privacy-preserving ML (AI) modelling (Hebrew)
• How to kill your PySpark performance with these simple tricks (Hebrew)
• How WhatsApp Works (Hebrew)
• Practical Optimisation for Pandas (Hebrew)
• DB migration can be less scary - using alembic tool (Hebrew)
• Django URL Pattern Role Authorization System (Hebrew)
• Cleaner SW architecture using python annotations (Hebrew)
• Live-coding a music synthesizer (Hebrew)
• Rust is the next Python FFI (Hebrew)
• PySnooper, PuDB, and a PEP idea (Hebrew)
• 10 Ways To Shoot Yourself In The Foot With Tests (Hebrew)
• Engineering and algorithms using python at scale – creating a High Definition Map of the world's road network (Hebrew)
• Web apps for data science using streamlit (Hebrew)
• Teach Your Old Code New Tricks: Automating Code Quality in Large Projects (Hebrew)
• Using Spark with python: some tips and patterns (Hebrew)
• Hacking the Python Import System (Hebrew)
• Advanced topics in Django admin - custom forms, fields, inlines, Grapelli, and other amusing hacks (Hebrew)
• Zero to Hero: Few Shot Learning + Multi-armed Bandit (Hebrew)
• Accelerating ML Development with Multi-Modal Datasets: Leveraging Python, Parquets, and Daft (Hebrew)
• Enabling Super Fast DS Research using AutoML (Hebrew)
• Practical Optimisation for Pandas (Hebrew)
• Building Authorization with Python: Dos and Don’ts (Hebrew)
• Getting Started with OpenTelemetry in Python (Hebrew)
• Unlocking the full potential of PostgreSQL indexes in Django (Hebrew)
• Letting AI Steal My Job - I'm Not Even Mad, This Is Amazing (Hebrew)
• devpi, your very own cheeseshop (Hebrew)
• Things you can do in Python, but probably shouldn't (Hebrew)
• Build Systems, Package Managers, pyproject.toml and you - how to work with Python in 2023 (Hebrew)
• Stand Back! I Know Regular Expressions (Hebrew)
• From Pandas to Polars in 60 minutes (Hebrew)
• Automatic Curation of Test sets (Hebrew)
• Let JSON Schema and Pydantic write your data models (Hebrew)
• Leveraging Python for Real-Time Image processing (Hebrew)
• The Secret Agents of Modeling: Why ABM Deserves Your Attention! (Hebrew)