Focus Area: Machine Learning     Session: Full Day Training

Advanced Machine Learning with Scikit-learn

Andreas Mueller, PhD Author, Research Scientist, Core Contributor of scikit-learn Columbia Data Science Institute

Focus Area: Deep Learning    Session: Half Day Training

Deep Learning with TensorFlow 2.0

Dr. Jon Krohn Chief Data Scientist, Untapt, Author of Deep Learning Illustrated

Focus Area: Deep Learning    Session: Half Day Training

Understanding the PyTorch Framework with Applications to Deep Learning

Robert Alvarez, PhD Head of Data Science Podium Education

Focus Area: Machine Learning    Session: Hands on Workshop 

Automated Feature Engineering

Ted Kwartler VP, DataRobot, Adjunct Professor

Focus Area: Deep Learning    Session: Full Day Training 

Modern Reinforcement Learning with OpenAI Gym

Leonardo De Marchi Head of Data Science and Analytics MagicLab

Focus Area: NLP    Session: Hands-on Workshop 

Opening the Pod Bay Doors: Building Intelligent Agents That Can Interpret, Generate and Learn from Natural Language

Jacob Andreas, PhD Assistant Professor MIT CSAIL

Focus Area: Machine Learning    Session: Half Day Training 

Graph Powered Machine Learning

Jörg Schad, PhD Head Of Engineering and Machine Learning ArangoDB

Focus Area: Machine Learning, MLOps    Session: Half Day Training 

Data Science and Machine Learning in the Cloud for Cloud Novices

Joy Payton Supervisor, Data Education Children’s Hospital of Philadelphia

Focus Area: Machine Learning, MLOps, Data Engineering    Session: Half Day Training 

Managing the Complete Machine Learning Lifecycle with MLflow

Jules Damji Apache Spark Community & Developer Advocate DataBricks

Focus Area: Machine Learning    Session: Hands-on Workshop  

Target Leakage in Machine Learning

Yuriy Guts Machine Learning Engineer DataRobot

Focus Area: MLOps & Data Engineering, Machine Learning    Session: Half Day Training   

Distributed Computing with Ray

Dean Wampler, PhD, Head of Developer Relations, Anyscale, Author

Focus Area: Data Science Kickstart, Machine Learning     Session: Full Day Training

Machine Learning with Python 

Andreas Mueller, PhD, Author, Research Scientist, Core Contributor of scikit-learn Columbia Data Science Institute

Focus Area: Machine Learning     Session: Hands-on Workshop 

Advanced Methods for Explaining XGBoost Models 

Brian Lucena, PhD Consulting Data Scientist Agentero

Focus Area: Data Science Kickstart, Machine Learning     Session: Half Day Trainining 

Learning Python by Cleaning Data in Pandas

Daniel Chen, PhD, Data Science Consultant, Lander Analytics

Focus Area: Machine Learning     Session: Half Day Training 

Solving the Data Scientist’s Dilemma: The Cold-Start Problem with 10+ Machine Learning Examples

Dr. Kirk Borne, Principal Data Scientist, Booz Allen Hamilton

Focus Area: Machine Learning     Session: Half Day Training 

Network Analysis 

Eric Ma, PhD, Investigator & Data Science, Novartis Institutes for BioMedical Research

Focus Area: Machine Learning     Session: Full Day Training 

Machine Learning in R 

Jared Lander Professor Columbia Business School

Focus Area: Data Science Kickstart, Machine Learning     Session: Hands-on Workshop  

Julia programming language

Jeff Bezanson, PhD, Co-creator of the Julia language, Co-founder & CTO Julia Computing

Focus Area: Data Science Kickstart, Machine Learning     Session: Hands-on Workshop  

Data Science, Privacy & Confidentiality 

Julia Lane, PhD, Professor, NYU Center for Urban Science

Focus Area: R, Data Science Kickstart, Machine Learning     Session: Hands-on Workshop  

Modeling with Tidyverse  

Max Kuhn, PhD, Software Engineer, Creator of Caret Package, RStudio

Focus Area: Machine Learning, Deep Learning     Session: Hands-on Workshop  

How to Solve Real-World Computer Vision Problems using Open-Source  

Patrick Buehler, PhD, Principal Data Scientist, Microsoft

Focus Area: Machine Learning,  MLOps & Data Engineering  Session: Half Day Training  

Contribute To Apache Airflow, a hands-on workshop   

Tomasz Urbaszek, Software Engineer, Polidea, & Jarek Potiuk, Software Engineer,Apache Airflow PMC member,Polidea

Focus Area: NLP, Machine Learning,  MLOps & Data Engineering  Session: Hands-on Workshop   

Spark NLP for Healthcare: Lessons Learned Building Real-World Healthcare AI   

Veysel Kocaman, PhD, Senior Data Scientist, John Snow Labs

Focus Area: Machine Learning,  MLOps & Data Engineering  Session: Hands-on Workshop   

Data, I/O, and TensorFlow: Building A Reliable Machine Learning Data Pipeline    

Yong Tang, PhD, Director Of Engineering, MobileIron

Focus Area: Machine Learning,   Session: Hands-on Workshop   

Target Leakage in Machine Learning 

Yuriy Guts, Machine Learning Engineer, DataRobot

Focus Area: Machine Learning,   Session: Hands-on Workshop   

Uplift Modeling Tutorial: Predictive and Prescriptive Analytics  

Victor Lo, PhD, Head of Data Science & Artificial Intelligence, Fidelity Investments

Focus Area: MLOps & Data Engineering, Machine Learning,   Session: Hands-on Workshop   

TFX: Production ML Pipelines with TensorFlow

Robert Crowe, TensorFlow team, Google TensorFlow

Focus Area: Machine Learning, Data Science Kickstart  Session: Hands-on Workshop   

Machine Learning with Meta-Kaggle Dataset 

Laura A. Seaman, PhD, Machine Intelligence Scientist, Draperw

Focus Area: MLOps & Data Engineering, Data Science Kickstart  Session: Hands-on Workshop   

SQL Deep Dive for Data Science  

Dan Sullivan, PhD, AI and Cloud Architect & Author New Relic, Wiley

Focus Area: MLOps & Data Engineering, Data Science Kickstart  Session:  Workshop   

Building and Managing World Class Data Science Teams (Easier Said Than Done) 

Conor Jensen, Customer Success Team Lead, Dataiku

Focus Area: R, Machine Learning, Data Visualization     Session: Full Day Training 

RMarkdown in Shiny 

Jared Lander Professor Columbia Business School

Focus Area: Deep Learning    Session: Half Day Training

Deep Learning with TensorFlow 2.0

Dr. Jon Krohn Chief Data Scientist, Untapt, Author of Deep Learning Illustrated

Focus Area: Deep Learning    Session: Half Day Training

Understanding the PyTorch Framework with Applications to Deep Learning

Robert Alvarez, PhD Head of Data Science Podium Education

Focus Area: Machine Learning, MLOps    Session: Half Day Training 

Data Science and Machine Learning in the Cloud for Cloud Novices

Joy Payton Supervisor, Data Education Children’s Hospital of Philadelphia

Focus Area: Data Science Kickstart, Machine Learning     Session: Full Day Training

Machine Learning with Python 

Andreas Mueller, PhD, Author, Research Scientist, Core Contributor of scikit-learn Columbia Data Science Institute

Focus Area: Machine Learning     Session: Full Day Training 

Machine Learning in R 

Jared Lander Professor Columbia Business School

Focus Area: Data Science Kickstart, Machine Learning     Session: Hands-on Workshop  

Julia programming language

Jeff Bezanson, PhD, Co-creator of the Julia language, Co-founder & CTO Julia Computing

Focus Area: Data Science Kickstart, Machine Learning     Session: Hands-on Workshop  

Data Science, Privacy & Confidentiality 

Julia Lane, PhD, Professor, NYU Center for Urban Science

Focus Area: NLP, Machine Learning,  MLOps & Data Engineering  Session: Hands-on Workshop   

Spark NLP for Healthcare: Lessons Learned Building Real-World Healthcare AI   

Veysel Kocaman, PhD, Senior Data Scientist, John Snow Labs

Focus Area: Machine Learning, Data Science Kickstart  Session: Hands-on Workshop   

Machine Learning with Meta-Kaggle Dataset 

Laura A. Seaman, PhD, Machine Intelligence Scientist, Draperw

Focus Area: R, Machine Learning, Data Visualization     Session: Full Day Training 

RMarkdown in Shiny 

Jared Lander Professor Columbia Business School

Focus Area: Mini-Bootcamp   Session: Full Day Training 

Introduction to Python Programming 

Instructor: To Be Announced

Focus Area: Mini-Bootcamp   Session: Half Day Training 

Essential Math for Data Science Beginners 

Instructor: To Be Announced

Focus Area: Mini-Bootcamp   Session: Full Day Training 

Introduction to Data Analytics

Instructor: To Be Announced

Focus Area: Mini-Bootcamp   Session: Full Day Training 

Introduction to SQL Data Analysis

Instructor: To Be Announced

Focus Area: Mini-Bootcamp   Session: Half Day Training 

Essential Statistics for Data Science 

Instructor: To Be Announced

Focus Area: Data Science Kickstart   Session: Half Day Training 

Introduction to NLP 

Instructor: To Be Announced

Focus Area: Data Science Kickstart   Session: Half Day Training 

Introduction to Automated Machine Learning (AutoML)

Instructor: To Be Announced

Focus Area: Data Science Kickstart   Session: Hands-on Workshop  

Introduction to Recommendation Systems

Instructor: To Be Announced

Focus Area: Data Science Kickstart   Session: Half Day Training 

Introduction to Data Visualization with Python Bokeh

Instructor: To Be Announced

Focus Area: Data Science Kickstart   Session: Half Day Training 

Introduction to Bayesian Modeling with PyMC

Instructor: To Be Announced

Focus Area: Data Science Kickstart   Session: Hands on Workshop  

Introduction to Computer Vision with OpenCV

Instructor: To Be Announced

Focus Area: Data Science Kickstart   Session: Half Day Training 

Introduction to Data Manipulation and Analysis with Python Pandas

Instructor: To Be Announced

Focus Area: Data Science Kickstart   Session: Half Day Training 

Introduction to Machine Learning in R

Instructor: To Be Announced

Focus Area: Data Science Kickstart   Session: Hands on Workshop  

Introduction to Conversational AI

Instructor: To Be Announced

Focus Area: Data Science Kickstart   Session: Half Day Training 

Introduction to Feature Engineering for Machine Learning
 

Instructor: To Be Announced