Conferences / PyData
PyData New York City 2019
Nov 4–6, 2019 · Microsoft Conference Center, Times Square (11 Times Square), New York, NY, United States
- Conference
- PyData Data science & ML
- Dates
- Nov 4, 2019 – Nov 6, 2019
- Venue
- Microsoft Conference Center, Times Square (11 Times Square)
- Place
- New York, NY, United States
- Format
- In person
- Status
- Past
- Attendance
- —No headcount published; the event page said conference tickets were sold out.
- Website
- pydata.org
- Recorded
- 25 sponsors · 116 speaker appearances
- Notes
- Hosted by Microsoft. Speakers: all talks, tutorials, panels and keynotes from the schedule (sprints and unconference slots omitted); affiliations only where the speaker profile on pydata.org states a current employer/university. Video URLs matched from the PyData YouTube playlist "PyData NYC 2019". Ticket prices not found (Wayback Machine unreachable during research).
Ticket prices
No ticket prices recorded
Sponsors 25
Silver 3
Speakers and talks 116
| Speaker | Company | Role | Talk | Links |
|---|---|---|---|---|
| Anne Bauer | The New York Times | Keynote | Data science at The New York Times: a mission-driven approach to personalizing the customer journey | Video |
| Chris Wiggins | The New York Times | Keynote | Data science at The New York Times: a mission-driven approach to personalizing the customer journey | Video |
| Kelly Jin | City of New York, Mayor’s Office of Data Analytics | Keynote | A Few Good Public Servants: How Great Analysis Inspires Action | Video |
| Sara Seager | Massachusetts Institute of Technology | Keynote | Stars, Planets, and Python | Video |
| Aditi Khullar | Two Sigma | Speaker | Introduction to Language Modeling | Video |
| Aditya Lahiri | — | Speaker | Dealing With Imbalanced Classes in Machine Learning | Video |
| Agata Sumowska | Thoughtworks | Speaker | Role playing Annotation workshop | Video |
| Akos Furton | — | Speaker | Production Code in Data Science Consulting | Video |
| Alex Egg | — | Speaker | Discover your latent food graph with this 1 weird trick | Video |
| Allen Downey | Olin College | Speaker | The Inspection Paradox is Everywhere | Video |
| Amanda Moran | Databricks | Speaker | Pandas vs Koalas: The Ultimate Showdown! | Video |
| Anthony Scopatz | Quansight | Speaker | Stump the Chump | — |
| Anthony Scopatz | Quansight | Speaker | Conda-press, or Reinventing the Wheel | Video |
| Anthony Scopatz | Quansight | Speaker | What's now in NumFOCUS projects? (Part 2) | — |
| Bhargav Srinivasa Desikan | University of Washington | Speaker | Role playing Annotation workshop | Video |
| Bill Lynch | NeuroFlow | Speaker | Bringing mental health data to doctors | Video |
| Breck Baldwin | — | Speaker | Introduction to Bayesian Modeling with Stan: No Statistics Background Required | — |
| Brian Austin | — | Speaker | How and why to put your Jupyter notebooks in Docker containers | — |
| Bryan Cross | — | Panelist | Panel Discussion: My First Open Source Contribution | — |
| Bryan Van de Ven | — | Speaker | What's now in NumFOCUS projects? (Part 2) | — |
| Cameron Davidson-Pilon | University of Guelph | Speaker | New Trends in Estimation and Inference | Video |
| Carlos Afonso | — | Speaker | Visualizing the 2019 Measles Outbreak in NYC (with Python) | Video |
| Chaya D Stern | Weill Cornell Medicine - Population Health Sciences | Speaker | Using Graph Nets (GNs) to predict molecular properties | Video |
| Chris Fonnesbeck | New York Yankees | Panelist | Panel Discussion: My First Open Source Contribution | — |
| Chris Fonnesbeck | New York Yankees | Speaker | A Primer on Gaussian Processes for Regression Analysis | Video |
| Christian Steiner | — | Speaker | Improve the efficiency of your Big Data application | Video |
| Colin Carroll | — | Speaker | Building a maintainable plotting library | Video |
| Colin Carroll | — | Speaker | What's now in NumFOCUS projects? (Part 1) | — |
| Daniel Rodriguez | RStudio | Speaker | Effective Python and R collaboration | Video |
| David Palaitis | — | Panelist | Panel Discussion: Pitching Open Source Up Your Management Chain | — |
| Debra Williams Cauley | — | Speaker | Discussion: What’s Missing in Python and Data Online Resources? | — |
| Deepyaman Datta | QuantumBlack | Speaker | New and Upcoming | — |
| Diego Torres Quintanilla | Two Sigma | Speaker | Cleaning, optimizing and windowing pandas with numba | Video |
| Emily A Ray | Grubhub | Speaker | Discover your latent food graph with this 1 weird trick | Video |
| Eric Dill | Anaconda | Speaker | Is Spark still relevant? Multi-node CPU and single-node GPU workloads with Spark, Dask and RAPIDS. | Video |
| Ethan Rosenthal | — | Speaker | Time series for scikit-learn people | Video |
| Eugene Tang | Two Sigma | Speaker | Introduction to Language Modeling | Video |
| Evan Patterson | Stanford University | Speaker | Semantic modeling of data science code | Video |
| Ferras Hamad | Netflix | Speaker | Reproducibility in ML Systems: A Netflix Original | Video |
| Francesc Alted | — | Speaker | What's now in NumFOCUS projects? (Part 1) | — |
| Francesc Alted | — | Speaker | Improve the efficiency of your Big Data application | Video |
| Gil Forsyth | — | Panelist | Panel Discussion: Pitching Open Source Up Your Management Chain | — |
| Hannah Aizenman | — | Speaker | What's now in NumFOCUS projects? (Part 2) | — |
| Hannah Aizenman | — | Speaker | Building a maintainable plotting library | Video |
| Hillary Green-Lerman | Looker | Speaker | How to Prove You’re Right: A/B Testing with SciPy | Video |
| Hillary Green-Lerman | Looker | Speaker | Hacking the Data Science Challenge | Video |
| Hyonjee Joo | Two Sigma | Speaker | Spark Backend for Ibis: Seamless Transition Between Pandas and Spark | Video |
| Ian Whalen | QuantumBlack | Speaker | Implementing Lightweight Random Indexing for Polylingual Text Classification | Video |
| Itamar Turner-Trauring | — | Speaker | Small Big Data: using NumPy and Pandas when your data doesn't fit in memory | Video |
| Jacqueline Gutman | Flatiron Health | Speaker | Simplified Data Quality Monitoring of Dynamic Longitudinal Data: A Functional Programming Approach | Video |
| James Powell | — | Speaker | Sloth & ENVy | Video |
| James Powell | — | Speaker | PyData Pop Quiz | — |
| Jeff Reback | Two Sigma | Speaker | Introduction to pandas | Video |
| Jenny Turner-Trauring | — | Speaker | Working with Maps: Extracting Features for Traffic Crash Insights | Video |
| Jens Fredrik Skogstrom | Kolonial.no | Speaker | What we learned by running a large custom Bayesian forecasting model in production | Video |
| Jessica Tyler | HelloFresh | Speaker | Geo Experiments and CausalImpact in Incrementality Testing | Video |
| Joe Jevnik | Quantopian | Speaker | Zarr vs. HDF5 | Video |
| Joseph Kearney | Millennium Management | Speaker | New and Upcoming | — |
| Joshua Falk | Civis Analytics | Speaker | Generating realistic, differentially private data sets using GANs | Video |
| Julia Signell | Anaconda | Speaker | Data-centric exploration using intake, dask, hvplot, datashader, panel, and binder | Video |
| Julia Signell | Anaconda | Panelist | Panel Discussion: My First Open Source Contribution | — |
| Kamal Abdelrahman | Brooklyn College (CUNY) | Speaker | Painting A Picture of Public Data | Video |
| Katherine Kampf | Microsoft | Speaker | Build an AI-powered Pet Detector in Visual Studio Code | Video |
| Keith Kraus | NVIDIA | Speaker | High-Performance Data Science at Scale with RAPIDS, Dask, and GPUs | Video |
| Kelly Shen | Etsy | Speaker | Julia for Pythonistas | Video |
| Kevin Fleming | Bloomberg | Panelist | Panel Discussion: Pitching Open Source Up Your Management Chain | — |
| Lara Kattan | Metis | Speaker | Machine learning from scratch using the scientific Python stack | — |
| Lauren Oldja | SparkBeyond | Speaker | Managing Stakeholders: The Key to Successful Data Science for Business | Video |
| Laurence Warner | — | Speaker | Role playing Annotation workshop | Video |
| Lev Konstantinovskiy | — | Speaker | Role playing Annotation workshop | Video |
| Li Jin | Two Sigma | Speaker | Spark Backend for Ibis: Seamless Transition Between Pandas and Spark | Video |
| Maciej Wojton | Bloomberg | Speaker | Free Your Esoteric Data Using Apache Arrow and Python | Video |
| Malaika Handa | — | Speaker | Colorism in High Fashion (featuring: K-Means Clustering) | Video |
| Marc Garcia | — | Speaker | Introduction to pandas | Video |
| Marianne Hoogeveen | Bowery Farming | Speaker | The physics of deep learning using tensor networks | Video |
| Mariel Frank | Codecademy | Speaker | Introduction to NLP | SlidesVideo |
| Marius van Niekerk | Flatiron Health | Speaker | A How-to guide for migrating legacy data applications | Video |
| Martin Hirzel | IBM | Speaker | Type-Driven Automated Learning with Lale | Video |
| Matti Lyra | Comtravo | Speaker | Neural Networks for Natural Language Processing | Video |
| Meghan Heintz | Rent the Runway | Speaker | Launching a new warehouse with SimPy at Rent the Runway | Video |
| Michael Johns | HelloFresh | Speaker | Propensity Score Matching: A Non-experimental Approach to Causal Inference | Video |
| Michal Mucha | — | Speaker | Swiftly turn Jupyter notebooks into pretty web apps | — |
| Michoel Snow | BarkBox | Speaker | How to Prove You’re Right: A/B Testing with SciPy | Video |
| Michoel Snow | BarkBox | Speaker | Hacking the Data Science Challenge | Video |
| Mike McCarty | Capital One | Panelist | Panel Discussion: Pitching Open Source Up Your Management Chain | — |
| Mitzi Morris | — | Speaker | Bayesian Inference for Fun and Profit | Video |
| Moussa Taifi | Xandr | Speaker | Clean Machine Learning Code: Practical Software Engineering Principles for ML Craftsmanship | Video |
| Noam Ross | EcoHealth Alliance | Speaker | Building Software and Communities With Peer Review | Video |
| Parin Choganwala | — | Speaker | Discover your latent food graph with this 1 weird trick | Video |
| Patrick Landreman | Spry Health | Speaker | A Crash Course in Applied Linear Algebra | Video |
| Paul Ganssle | — | Speaker | Stump the Chump | — |
| Petr Wolf | Barclays | Speaker | From Raw Recruit Scripts to Perfect Python (in 90 minutes) | Video |
| Piero Ferrante | Aetna | Speaker | Should I develop my own DS library? Maybe. | Video |
| Ralf Gommers | Quansight | Speaker | What's now in NumFOCUS projects? (Part 1) | — |
| Raman Tehlan | SRM University | Speaker | Genetic algorithms: Making errors do all the work | — |
| Raoul-Gabriel Urma | Cambridge Spark | Speaker | Advanced Software Testing for Data Scientists | Video |
| Raphaël Meudec | Sicara | Speaker | tf-explain: Interpretability for Tensorflow 2.0 | Video |
| Rohit Kapur | Flatiron Health | Speaker | A How-to guide for migrating legacy data applications | Video |
| Romain Cledat | Netflix | Speaker | Every ML Model Deserves To Be A Full Micro-service | Video |
| Ryan Abernathey | — | Speaker | What's now in NumFOCUS projects? (Part 1) | — |
| Samuel Rochette | Octo Technology | Speaker | Quantifying uncertainty in machine learning models | Video |
| Saul Shanabrook | — | Speaker | Same API, Different Execution | Video |
| Sean Law | TD Ameritrade | Speaker | New and Upcoming | — |
| Stanley van der Merwe | Barclays | Speaker | From Raw Recruit Scripts to Perfect Python (in 90 minutes) | Video |
| Steve Dower | Microsoft | Panelist | Panel Discussion: My First Open Source Contribution | — |
| Steve Dower | Microsoft | Speaker | The Secret Life of Python | Video |
| Tamar Yastrab | Yeshiva University | Speaker | The Echo-Chamber of Your Social Media Feed | Video |
| Thomas Caswell | Brookhaven National Laboratory | Speaker | Building a maintainable plotting library | Video |
| Thomas Caswell | Brookhaven National Laboratory | Speaker | Stump the Chump | — |
| Thomas J Fan | Columbia University | Speaker | What's now in NumFOCUS projects? (Part 2) | — |
| Thomas J Fan | Columbia University | Speaker | Deep Dive into scikit-learn's HistGradientBoosting Classifier and Regressor | Video |
| Tom Augspurger | Anaconda | Speaker | Introduction to pandas | Video |
| Tom Augspurger | Anaconda | Speaker | Scalable Machine Learning with Dask | Video |
| Veronica Hanus | — | Speaker | To comment or not | Video |
| Will Kurt | Wayfair | Speaker | An Introduction to Probability and Statistics | Video |
| Yuanqing Wang | Weill Cornell Medicine - Population Health Sciences | Speaker | Using Graph Nets (GNs) to predict molecular properties | Video |