Highly Experienced Instructors
Our instructors are highly regarded in data science, coming from both academia and renowned companies.
Real World Applications
Gain the skills and knowledge to use data science in your career and business, without breaking the bank.
Cutting Edge Subject Matter
Find training sessions offered on a wide variety of data science topics, from machine learning to data visualization to DevOps.
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What To Expect
As we prepare our 2020 schedule, take a look at some of the most popular previous half and full day training and workshops we have hosted at the ODSC Virtual Conference for an idea of what to expect.
| Recommendation Systems in Python | Intermediate Machine Learning with scikit-learn |
| Echo State Networks for Time-Series Data | Machine Learning in R: Penalized Regression to ML optimization pipeline |
| ML Engineering for Production ML Deployments | Deep Neural Networks Assisted Simulation Surrogates for Parameter Space Exploration |
| Modern and Old Reinforcement Learning | Natural Language Processsing using Python |
| Deep Learning (with TensorFlow 2) | Responsible AI – State of the Art and Future Directions |
| Building Data Narratives: An End-to-End Machine Learning Practicum | Spark NLP for Healthcare: Lessons Learned Building Real-World Healthcare AI Systems |
| An Introduction to Transfer Learning in NLP and HuggingFace Tools | Missing Data in Supervised Machine Learning |
| Applied Deep Learning: Building a Chess Object Detection Model with TensorFlow | Streaming Decision Intelligence and Predictive Analytics with Apache Spark 3 |
| Deep Transfer Learning for Computer Vision: Real-World Applications at Nanoscale | End to End Modeling and Machine Learning |
| Machine Learning in R: Putting R-Based Machine Learning into Production with Plumber and Docker | Advanced Machine Learning: Pipelines and Evaluation Metrics |
| Data Science Best Practices: Continuous Delivery for Machine Learning | From Research to Production: Performant Cross-platform ML/DNN Model Inferencing on Cloud and Edge with ONNX Runtime |
| Introduction to Machine Learning for Time-series Forecasting | Data, I/O, and TensorFlow: Building a Reliable Machine Learning Data Pipeline |
| State of the Art Natural Language Processing at Scale | Kubernetes: Simplifying Machine Learning Workflows |
| Introduction to Machine Learning with scikit-learn | Machine Learning for Algo Trading |
| Transform your NLP Skills: Using BERT (and Transformers) in Real Life | MLOps – Take Your Data Science Workflows Into Production with MLOps |
| Simplify and Scale Data Engineering Pipelines with Open Source Delta Lake | Kedro + MLflow – Reproducible and Versioned Data Pipelines at Scale |
| Graph Powered Machine Learning | Applied Deep Learning for NLP Applications |
| Deploying Deep Learning Models as Microservices | SQL Deep Dive for Data Science |
| Multi-Channel Optimal Path Sequencing Through Bayesian Deep Learning | Deciphering the Black Box: Latest Tools and Techniques for Interpretability |
| Advances in Julia for Data Science and ML | AI Operationalization with Governance and Model Risk Management |
| Deep Learning in Intelligent Process Automation | Methods for Using Observational Data to Answer Causal Questions |
| Bayesian Data Science: Probabilistic Programming | Interpreting and Explaining XGBoost Models |
| Cloud AI Services: What They are and How to Use Them |
Confirmed Data Science Training & Workshop Instructors
Session: Tutorial Focus Area: Machine Learning, MLOps & Data Engineering
Daria Stepanova, PhD
Research Scientist | Bosch Center for AI
Session: Workshop Focus Area: Machine Learning, MLOps & Data Engineering
Faith Xu
Senior Program Manager, Machine Learning | Microsoft
Session: Workshop Focus Area: Machine Learning, MLOps & Data Engineering
Prabhat Roy
Data and Applied Scientist, AI Frameworks | Microsoft
Session: Tutorial Focus Area: Data Visualization
Alan Rutter
Founder | Fire Plus Algebra
Session: Workshop Focus Area: Deep Learning
Daniel Voigt Godoy
Manager, Financial Advisory Analytics, Dean | Deloitte, Data Science Retreat
Session: Tutorial Focus Area: Machine Learning, Deep Learning
Dr. Natasha Latysheva
Machine Learning Research Engineer | Welocalize
Session: Workshop Focus Area: Machine Learning,Open-Source
Ido Shlomo
Senior Data Science Manager | BlueVine
Session: Workshop Focus Area: NLP, Research Frontiers
Veysel Kocaman, PhD
Sr. Data Scientist | John Snow Labs
Session: Tutorial Focus Area: Machine Learning
Andras Zsom, PhD
Lead Data Scientist and Adjunct Lecturer in Data Science | JBrown University, Center for Computation and Visualization
Session: Workshop Focus Area: NLP, MLOps & Data Engineering
Brian Sacash
Lead Machine Learning Engineer | Novetta
Session: Workshop Focus Area: NLP, MLOps & Data Engineering
Andrew Chang
Senior Machine Learning Engineer | Novetta
Session: Full-Day Training Focus Area: Kick-starter, Open-source
Daniel Gerlanc
President | Enplus Advisors, Inc.
Session: Half-Day Training Focus Area: Machine Learning
Dr. Kirk Borne
Principal Data Scientist | Booz Allen Hamilton
Session: Half-Day Training Focus Area: Open-source
Hugo Bowne-Anderson, PhD
Data Scientist | DataCamp
Session: Half-Day Training Focus Area: Machine Learning, R-programming
Jared Lander
Chief Data Scientist, Author of R for Everyone, Professor | Lander Analytics, Columbia Business School
Session: Half-Day Training Focus Area: NLP
Matt Brems
Global Lead Data Science Instructor | General Assembly
Session: Tutorial Focus Area: Machine Learning
Michael Mitzenmacher, PhD
Professor of Computer Science | Harvard University
Session: Half-Day Training Focus Area: Machine Learning, Open-source
Stefan Jansen
Founder & Lead Data Scientist | Applied Artificial Intelligence
Session: Half-Day Training Focus Area: Data Visualization, ML Ops & Data Engineering
Bill Shander
Founder | Beehive Media
Session: Workshop Focus Area: ML Ops & Data Engineering, Open-source
Jacob Schreiber
Post-doc, IGERT big data fellow | University of Washington
Session: Workshop Focus Area: Machine Learning, Deep Learning
Max Humber
Lead Instructor | General Assembly
Session: Workshop Focus Area: Machine Learning, Open-source
Gabriel Bianconi
Founder | Scalar Research
Session: Workshop Focus Area: Research Frontiers, Machine Learning
Rose Yu, PhD
Assistant Professor | Northeastern University College of Computer and Information Science
Session: Half-Day Training Focus Area: MLOps & Data Engineering
Christoph Windheuser, PhD
Global Head of Artificial Intelligence | ThoughtWorks, Inc.
Session: Half-Day Training Focus Area: MLOps & Data Engineering
David Johnston, PhD
Principal Data Scientist |
ThoughtWorks, Inc.
Session: Half-Day Training Focus Area: MLOps & Data Engineering
Eric Nagler
Lead Data Engineer | ThoughtWorks, Inc.
Session: Workshop Focus Area: Deep Learning, Data Visualization
Yaniv Ben-Ami, PhD
Founder, Assistant Professor | EasyAsPie.ai, Carleton College
Session: Workshop Focus Area: ML for Programmers, MLOps & Data Engineering
Dan Sullivan, PhD
AI and Cloud Architect & Author | New Relic, Inc | Wiley
Session: Workshop Focus Area: Deep Learning, Machine Learning
Nathaniel Tucker
Lead Instructor, Data and Analytics | New Relic, Inc | General Assembly
Session: Workshop Focus Area: MLOps & Data Engineering, Machine Learning
Sourav Dey, PhD
CTO | Manifold
Session: Workshop Focus Area: MLOps & Data Engineering, Machine Learning
Alex NG
Senior Data Engineer | Manifold
Session: Workshop Focus Area: Machine Learning, Open-source
Brian Lucena, PhD
Consulting Data Scientist | Agentero
Session: Half-Day Training Focus Area: Data Visualization, R-Programming
Dr. Colin Gillespie
Senior Lecturer | Newcastle University
Session: Tutorial Focus Area: Deep Learning, Research Frontiers
Anirudh Koul
Head of AI & Research | Aira
Session: Workshop Focus Area: Machine Learning
Vinod Bakthavachalam
Data Scientist | Coursera
Upcoming Bootcamp Sessions
Full Day Training
Focus Area: Mini-Bootcamp Session: Full Day Training
Introduction to Python Programming
Instructor: To Be Announced
Half Day Training
Focus Area: Mini-Bootcamp Session: Half Day Training
Essential Math for Data Science Beginners
Instructor: To Be Announced
Full Day Training
Focus Area: Mini-Bootcamp Session: Full Day Training
Introduction to Data Analytics
Instructor: To Be Announced
Full Day Training
Focus Area: Mini-Bootcamp Session: Full Day Training
Introduction to SQL Data Analysis
Instructor: To Be Announced
Half Day Training
Focus Area: Mini-Bootcamp Session: Half Day Training
Essential Statistics for Data Science
Instructor: To Be Announced
Half Day Training
Focus Area: Data Science Kickstart Session: Half Day Training
Introduction to NLP
Instructor: To Be Announced
Half Day Training
Focus Area: Data Science Kickstart Session: Half Day Training
Introduction to Automated Machine Learning (AutoML)
Instructor: To Be Announced
Half Day Training
Focus Area: Data Science Kickstart Session: Hands-on Workshop
Introduction to Recommendation Systems
Instructor: To Be Announced
Half Day Training
Focus Area: Data Science Kickstart Session: Half Day Training
Introduction to Data Manipulation and Analysis with Python Pandas
Instructor: To Be Announced
Half Day Training
Focus Area: Data Science Kickstart Session: Half Day Training
Introduction to Machine Learning in R
Instructor: To Be Announced
Workshop
Focus Area: Data Science Kickstart Session: Hands on Workshop
Introduction to Conversational AI
Instructor: To Be Announced
