- Conference
- PyData Data science & ML
- Dates
- Jan 9, 2019 – Jan 11, 2019
- Venue
- CIC Miami
- Place
- Miami, FL, United States
- Format
- In person
- Status
- Past
- Attendance
- —
- Website
- pydata.org
- Recorded
- 11 sponsors · 39 speaker appearances
- Notes
- Venue address: 1951 NW 7th Avenue Suite 600, Miami, FL 33136. Keynotes per the home page: Wes McKinney, Clément Farabet, Chao Han, Alberto Cairo, Alex Hanna. Speakers: all scheduled talks/tutorials (social events omitted); affiliations only where the pydata.org speaker profile states one. Video URLs matched from the PyData YouTube playlist "PyData Miami 2019". Ticket prices not found (Eventbrite page no longer shows them; Wayback Machine unreachable during research).
Ticket prices
No ticket prices recorded
Sponsors 11
Title / headline 1
- NVIDIA · Diamond
Gold 1
Silver 2
Other 3
- Café Pilon · Supporting
- Icahn School of Medicine at Mount Sinai · Supporting
- Modernizing Medicine · Supporting
Speakers and talks 39
| Speaker | Company | Role | Talk | Links |
|---|---|---|---|---|
| Alberto Cairo | University of Miami | Keynote | How We Lie to Ourselves With Charts | Video |
| Alex Hanna | Keynote | Responsible AI Practices: Fairness in ML | Video | |
| Chao Han | Lucidworks | Keynote | Deep learning vs conventional machine learning (algorithm comparisons and case studies) | Video |
| Clément Farabet | NVIDIA | Keynote | Inside NVIDIA's AI Infrastructure for Self-Driving Cars and Beyond (Hint: It's all about the Data) | — |
| Wes McKinney | Ursa Labs | Keynote | Ursa Labs and Apache Arrow in 2019 | Video |
| Aaron Richter | Modernizing Medicine | Speaker | Your data fits in RAM: how to avoid cluster computing | Video |
| Abhijit Dasgupta | — | Speaker | Pandas and plots for data analysis | Video |
| Anita Kirkovska | — | Speaker | NASA influence on open data projects | — |
| Ben Fowler | JM Family Enterprises | Speaker | Feature Engineering, Feature Selection and Class Architecture Approaches to Build Optimal Models | — |
| Benjamin Bengfort | Georgetown University | Speaker | Visual Diagnostics for More Effective Machine Learning | Video |
| Betina Costa | Thoughtworks | Speaker | Does This Algorithm Have a Soul? | Video |
| Brian Macdonald | GreaterThanPlusMinus LLC | Speaker | Data science problems in professional sports | — |
| Bugra Akyildiz | Jet.com | Speaker | Putting TensorFlow Models into Production | Video |
| Chad Scherrer | Metis | Speaker | Soss: Lightweight Probabilistic Programming with No Performance Ceiling | Video |
| Chelsea Douglas | Plotly | Speaker | Intro to Dash | Video |
| Colleen M. Farrelly | Quantopo | Speaker | Qumodes and Quantum Generalized Linear Models | — |
| Dan Ryan | NextEra Energy | Speaker | Efficient and Flexible Hyperparameter Optimization | Video |
| Dante Gates | Cadent | Speaker | Model Evaluation For Humans | Video |
| Ike Uchenna Chukwu | Quantopo | Speaker | Qumodes and Quantum Generalized Linear Models | — |
| Jakub Hava | H2O.ai | Speaker | Productionizing H2O Models with Apache Spark | Video |
| James Powell | — | Speaker | Because You Can Run, You Can't Hide: Some Musings on API Design | — |
| Joshua Patterson | NVIDIA | Speaker | GPU Data Science with RAPIDS | Video |
| Jules Damji | Databricks | Speaker | MLflow: Infrastructure for a Complete Machine Learning Life Cycle | Video |
| Jules Damji | Databricks | Speaker | Writing Continuous Applications with Structured Streaming Python APIs in Apache Spark | — |
| Justin J. Nguyen | — | Speaker | Exposing dark data in the enterprise with custom NLP | Video |
| Keith Kraus | NVIDIA | Speaker | GPU Data Science with RAPIDS | Video |
| Mash Zahid | — | Speaker | Applying rigorous machine learning methods in business strategy | Video |
| Michoel Snow | Albert Einstein College of Medicine | Speaker | Machine Learning and Healthcare: Why my radiologist is not yet an algorithm | Video |
| Nelson Correa | — | Speaker | Weather and Electric Load Forecasting with Python Data Science Tools | — |
| Rebecca Bilbro | — | Speaker | Words in Space: A Visual Exploration of Distance, Documents, and Distributions for Text Analysis | Video |
| Robert Alvarez | Metis | Speaker | Introduction to PyTorch | Video |
| Russell Burdt | ASML | Speaker | Build and deploy a Python bokeh application on a Linux server | Video |
| Ryan Williams | Icahn School of Medicine at Mount Sinai | Speaker | Accelerating Single-cell Bioinformatics with N-dimensional Arrays in the Cloud | Video |
| Santiago Basulto | RMOTR | Speaker | Effortless APIs with Flask and AWS Lambdas | Video |
| Sergey Feldman | Data Cowboys | Speaker | You Should Probably Be Doing Nested Cross-Validation | Video |
| Vedant Jain | Databricks | Speaker | Smart Streams: A Real-time framework for scoring Big and Fast Data | Video |
| Will Hunter | — | Speaker | Introduction to Data Analysis Methods in Particle Physics | Video |
| Zachariah Miller | Metis | Speaker | The necessity of pipelines in Natural Language Processing and how we should think about them | Video |
| Zachary S. Brown | S&P Global Market Intelligence | Speaker | Deep Learning and Modern NLP | Video |