Version 0.48 Dec. 5, 2024
We released a new schedule version!
We sadly had to cancel a session: “10 simple rules to make effective slides with Python + Quarto” by Riva Quiroga.
Version 0.47 Dec. 3, 2024
We released a new schedule version!
We sadly had to cancel a session: “SMS LLM: Real-Time Analysis of SMS Data with Large Language Models” by Yuval Herman.
Version 0.46 Dec. 3, 2024
We released a new schedule version!
We have a new session: “Keynote: Collaboration and Evolution of Foundation and Specialized Models” by Dr. Hongxia Yang .
Version 0.45 Dec. 3, 2024
We released a new schedule version!
We have moved a session around: “Discover the Julia Machine Learning Ecosystem: A Comprehensive Overview” by Daniel Molina (Dec. 4, 2024, 4 p.m. → Dec. 4, 2024, 7 p.m.)
Version 0.44 Dec. 3, 2024
We released a new schedule version!
We have moved a session around: “10 simple rules to make effective slides with Python + Quarto” by Riva Quiroga (Dec. 3, 2024, 7:30 p.m. → Dec. 5, 2024, 8 p.m.)
Version 0.43 Dec. 2, 2024
We released a new schedule version!
We have a new session: “Preparing Data for LLM Applications Using Data Prep Kit” by Dave Nielsen, Sujee Maniyam .
Version 0.42 Dec. 2, 2024
We released a new schedule version!
We have a new session: “Keynote: Do Python and Data Science Matter in Our AI Future?” by Peter Wang .
Version 0.41 Dec. 2, 2024
We released a new schedule version!
We have a new session: “Mentored contributions to Narwhals, a lightweight compatibility layer between dataframes!” by Marco Gorelli .
Version 0.40 Dec. 2, 2024
We released a new schedule version!
We have moved a session around: “Open Source Component-Based Modeling with ModelingToolkit” by Chris Rackauckas (Dec. 5, 2024, 5:30 p.m. → Dec. 4, 2024, 4:30 p.m.)
Version 0.39 Dec. 1, 2024
We released a new schedule version!
We have moved a session around: “The Missing 78%: How Women in AI & Data Can Complete the Future of Innovation” by Noor (Dec. 5, 2024, 11:30 a.m. → Dec. 5, 2024, 6 p.m.)
Version 0.38 Nov. 29, 2024
We released a new schedule version!
We have moved a session around: “GenAI Beyond Chat with RAG, Knowledge Graphs and Python” by Martin O'Hanlon (Dec. 5, 2024, 6 p.m. → Dec. 5, 2024, noon)
Version 0.37 Nov. 28, 2024
We released a new schedule version!
We have a new session: “The nvmath-python: Bringing NVIDIA math libraries to Python scientific community” by Sergey Maydanov .
Version 0.36 Nov. 27, 2024
We released a new schedule version!
We have a new session: “GenAI Beyond Chat with RAG, Knowledge Graphs and Python” by Martin O'Hanlon .
Version 0.35 Nov. 27, 2024
We released a new schedule version!
We have new sessions!
Version 0.34 Nov. 27, 2024
We released a new schedule version!
We have new sessions!
Version 0.33 Nov. 25, 2024
We released a new schedule version!
Version 0.32 Nov. 22, 2024
We released a new schedule version!
Version 0.31 Nov. 22, 2024
We released a new schedule version!
We have moved a session around: “Python is a Joke!” by Evan Wimpey (Dec. 5, 2024, 3 p.m. → Dec. 3, 2024, 4:30 p.m.)
Version 0.30 Nov. 21, 2024
We released a new schedule version!
Version 0.29 Nov. 20, 2024
We released a new schedule version!
We have a new session: “Understanding the end-to-end LLM training and inference pipeline” by Mark Moyou, PhD .
Version 0.28 Nov. 20, 2024
We released a new schedule version!
Version 0.27 Nov. 20, 2024
We released a new schedule version!
We have a new session: “From Inference to Features: Build a Core ML Platform from Scratch” by Nathan Colbert .
We have moved a session around: “Python + BigQuery + DataFrames: Hands on with scalable "serverless" analysis, ML, and AI” by Tim Swena, Alicia Williams, Wei Hsia (Dec. 5, 2024, 4 p.m. → Dec. 5, 2024, 2 p.m.)
Version 0.26 Nov. 20, 2024
We released a new schedule version!
We have moved a session around: “Automating SEA Retargeting for Smarter Audience Engagement and Higher Conversions” by Shrikanth Singh (Dec. 3, 2024, 4:30 p.m. → Dec. 5, 2024, 2:30 p.m.)
Version 0.25 Nov. 20, 2024
We released a new schedule version!
We have moved a session around: “Open Source Component-Based Modeling with ModelingToolkit” by Chris Rackauckas (Dec. 5, 2024, 6 p.m. → Dec. 5, 2024, 5:30 p.m.)
Version 0.24 Nov. 20, 2024
We released a new schedule version!
We have moved a session around: “Python + BigQuery + DataFrames: Hands on with scalable "serverless" analysis, ML, and AI” by Tim Swena, Alicia Williams, Wei Hsia (Dec. 5, 2024, 3:55 p.m. → Dec. 5, 2024, 4 p.m.)
Version 0.23 Nov. 20, 2024
We released a new schedule version!
We have new sessions!
Version 0.22 Nov. 18, 2024
We released a new schedule version!
Version 0.21 Nov. 18, 2024
We released a new schedule version!
We have moved a session around: “Reproducible Python projects using Nix” by Avik Basu (Dec. 5, 2024, 11 p.m. → Dec. 4, 2024, 6:30 p.m.)
Version 0.20 Nov. 18, 2024
We released a new schedule version!
Version 0.19 Nov. 18, 2024
We released a new schedule version!
We have moved a session around: “Valuable LLM lessons learnt on Kaggle's ARC AGI Challenge” by Ian Ozsvald (Dec. 4, 2024, 5:25 p.m. → Dec. 4, 2024, 4 p.m.)
Version 0.18 Nov. 18, 2024
We released a new schedule version!
We have moved a session around: “PyTorch Workflow Mastery: A Guide to Track and Optimize Model Performance” by Cainã Max Couto da Silva (Dec. 3, 2024, 6:30 p.m., LLM Track → Dec. 4, 2024, 7 p.m., AI/ML Track).
Version 0.17 Nov. 18, 2024
We released a new schedule version!
Version 0.16 Nov. 18, 2024
We released a new schedule version!
We had to move some sessions, so if you were planning on seeing them, check their new dates or locations:
- “Cost-effective data annotation with Bayesian experimental design” by Quan Nguyen (Dec. 3, 2024, 6:30 p.m. → Dec. 3, 2024, 4:30 p.m.)
- “akimbo: vectorized processing of nested/ragged dataframe columns” by Martin Durant (Dec. 3, 2024, 6 p.m. → Dec. 3, 2024, 4 p.m.)
- “GPU development with Python 101” by Jacob Tomlinson, Katrina Riehl (Dec. 3, 2024, 4 p.m. → Dec. 4, 2024, 7 p.m.)
- “3D geospatial data visualization using Python and Cesiumjs” by Nompumelelo Mtsweni (Dec. 4, 2024, 7 p.m. → Dec. 3, 2024, 5:30 p.m.)
Version 0.15 Nov. 18, 2024
We released a new schedule version!
We have moved a session around: “Bridging Big Data and AI: Empowering PySpark with Lance Format for Multi-Modal AI Data Pipelines” by LU QIU, Allison Wang (Dec. 4, 2024, 8 p.m. → Dec. 4, 2024, 2 p.m.)
Version 0.14 Nov. 18, 2024
We released a new schedule version!
Version 0.13 Nov. 18, 2024
We released a new schedule version!
We had to move some sessions, so if you were planning on seeing them, check their new dates or locations:
- “Panel: The Dashboard That Grew - A Scaling Saga” by Duarte Carmo (Dec. 5, 2024, 8 p.m. → Dec. 5, 2024, 6 p.m.)
- “Mastering Large NDArray Handling with Blosc2 and Caterva2” by Francesc Alted (Dec. 3, 2024, 11:35 a.m. → Dec. 3, 2024, 11:30 a.m.)
Version 0.12 Nov. 18, 2024
We released a new schedule version!
We had to move some sessions, so if you were planning on seeing them, check their new dates or locations:
- “Panel: The Dashboard That Grew - A Scaling Saga” by Duarte Carmo (Dec. 5, 2024, 8:30 p.m. → Dec. 5, 2024, 8 p.m.)
- “It's in the Air Tonight. Sensor Data in RAG” by Timothy Spann (Dec. 5, 2024, 6:25 p.m. → Dec. 5, 2024, 6:30 p.m.)
- “Scaling Outside the Warehouse Using DuckDB and Python” by Adarsh Namala (Dec. 5, 2024, 8 p.m. → Dec. 5, 2024, 7:30 p.m.)
- “Build Production Ready AI Agents with Burr” by Elijah ben Izzy (Dec. 5, 2024, 7:30 p.m. → Dec. 5, 2024, 6:30 p.m.)
- “Using AI to Spot Deforestation-related Cows on Satellite Images” by Leonie Hodel (Dec. 5, 2024, 9:30 p.m. → Dec. 5, 2024, 7:30 p.m.)
- “Vector Streaming: The Memory Efficient Indexing for Vector Databases” by Sonam, Akshay Ballal (Dec. 5, 2024, 7:30 p.m. → Dec. 5, 2024, 6:30 p.m.)
- “Leveraging CSP for Live Inference” by Pascal Tomecek (Dec. 5, 2024, 8:30 p.m. → Dec. 5, 2024, 7 p.m.)
Version 0.11 Nov. 18, 2024
We released a new schedule version!
We had to move some sessions, so if you were planning on seeing them, check their new dates or locations:
- “The LEGO Approach to designing PyData Workflows” by Sayantika Banik (Dec. 5, 2024, 10:30 a.m. → Dec. 5, 2024, 10 a.m.)
- “Rapid deduplication and fuzzy matching of large datasets using Splink” by Robin Linacre (Dec. 4, 2024, 4 p.m. → Dec. 4, 2024, 4:30 p.m.)
- “Retooling for a Smaller Data Era” by Wes McKinney (Dec. 5, 2024, 9 p.m. → Dec. 4, 2024, 4 p.m.)
- “Changing Data With Confidence using DuckDB” by Hannes Mühleisen (Dec. 4, 2024, 4:30 p.m. → Dec. 5, 2024, noon)
- “Building a Real-Time Data Pipeline with Flink, Druid, and Python” by Shekhar Prasad Rajak (Dec. 5, 2024, 11 a.m. → Dec. 5, 2024, 10:30 a.m.)
Version 0.10 Nov. 18, 2024
We released a new schedule version!
We have a new session: “Python is a Joke!” by Evan Wimpey .
Version 0.9 Nov. 18, 2024
We released a new schedule version!
Version 0.8 Nov. 18, 2024
We released a new schedule version!
Version 0.7 Nov. 18, 2024
We released a new schedule version!
Version 0.6 Nov. 18, 2024
We released a new schedule version!
Version 0.5 Nov. 18, 2024
We released a new schedule version!
Version 0.4 Nov. 18, 2024
We released a new schedule version!
We have new sessions!
- “Holistic Evaluation of Large Language Models: From References to Human Judgment”
- “SMS LLM: Real-Time Analysis of SMS Data with Large Language Models”
- “Using AI to Spot Deforestation-related Cows on Satellite Images”
We had to move some sessions, so if you were planning on seeing them, check their new dates or locations:
- “Solving Forecasting Problems in R and Python” by John Mount (Sprints → General Track)
- “Statically-Compiled Julia for Library Development” by Jeff Bezanson (Sprints → General Track)
- “Empowering New Contributors: The Evolving Role of the R Development Guide” by Saranjeet Kaur Bhogal (Dec. 4, 2024, 2 p.m., Sprints → Dec. 4, 2024, 2:30 p.m., General Track)
- “Shiny Policies: Dashboards to Aid British Government Decisions (using R).” by Abbie, Jeremy Horne (Sprints → General Track)
- “Automatic differentiation, a tale of two languages” by Guillaume Dalle (Sprints → General Track)
- “Discover the Julia Machine Learning Ecosystem: A Comprehensive Overview” by Daniel Molina (Sprints → General Track)
Version 0.3 Nov. 17, 2024
We released a new schedule version!
We have a new session: “Fast, intuitive feature selection via regression on Shapley values” by Egor Kraev, Baran Koseoglu .
We sadly had to cancel a session: “Mixing R, Python, and Quarto: Crafting the Perfect Open Source Cocktail” by Nic Crane, Alenka.
We had to move some sessions, so if you were planning on seeing them, check their new dates or locations:
- “Empowering New Contributors: The Evolving Role of the R Development Guide” by Saranjeet Kaur Bhogal (Dec. 4, 2024, noon → Dec. 4, 2024, 2 p.m.)
- “Automatic differentiation, a tale of two languages” by Guillaume Dalle (Dec. 4, 2024, 2 p.m. → Dec. 4, 2024, 6 p.m.)
Version 0.2 Nov. 17, 2024
We released a new schedule version!
We have new sessions!
- “Deep Learning in Energy Management: Non-Intrusive Load Monitoring for IoT Devices”
- “Build simple and scalable data pipelines with Polars & DeltaLake”
- “Foundational Time Series Models in Practice: The Future of Forecasting, or Just Hype?”
- “The Hidden Costs of Data Quality - Tackling Common Data Challenges in ML”
- “New Features in Apache Spark 4.0”
- “Improve LLMs Alignment with Complete and Robust Preference Data”
- “Tips to Level-Up Your Shiny for Python Applications”
- “Making Gaussian Processes Useful”
- “The Missing 78%: How Women in AI & Data Can Complete the Future of Innovation”
- “Let's get you started with asynchronous programming”
We had to move some sessions, so if you were planning on seeing them, check their new dates or locations:
- “The LEGO Approach to designing PyData Workflows” by Sayantika Banik (Dec. 5, 2024, 10:25 a.m. → Dec. 5, 2024, 10:30 a.m.)
- “Building a Real-Time Data Pipeline with Flink, Druid, and Python” by Shekhar Prasad Rajak (Dec. 3, 2024, 11:30 a.m. → Dec. 5, 2024, 11 a.m.)
- “skchange & sktime – time series anomaly detection, changepoint detection, segmentation” by Franz Kiraly, Martin Tveten, Christopher Risi (Dec. 5, 2024, 11 a.m. → Dec. 3, 2024, 1:30 p.m.)
- “Mastering Large NDArray Handling with Blosc2 and Caterva2” by Francesc Alted (Dec. 3, 2024, 1:30 p.m. → Dec. 3, 2024, 11:35 a.m.)
Version 0.1 Nov. 15, 2024
We released our first schedule!