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)
- Deep Neural Network as SQL+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)