Training & Workshop Sessions

– Taught by World-Class Data Scientists –

Learn the latest data science concepts, tools, and techniques from the best. Forge a connection with these rock stars from industry and academia, who are passionate about molding the next generation of data scientists.
Register now

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.

Save 40% Off Limited Offer Ends Soon

SAVE NOW

Some Current Europe Instructors

Click on the toggle bars for information around sessions and instructors. Check full Speaker and instructor line-up here.


Europe Trainings
-Tuesday, 8th June
-Wednesday, 9th June
Thursday, 10th June
Europe Workshops & Tutorials
-Tuesday, 8th June
-Wednesday, 9th June
Thursday, 10th June
-Tuesday, 8th June
-Wednesday, 9th June
Thursday, 10th June
-Tuesday, 8th June
-Wednesday, 9th June
Thursday, 10th June
10:00 - 13:00
Session by Jaime Buelta Coming Soon!

Half-Day Training

Session by Jaime Buelta Coming Soon! image
Jaime Buelta
Software Architect | Double Yard
10:00 - 13:00
Session by Radovan Kavicky Coming Soon!

Half-Day Training

Session by Radovan Kavicky Coming Soon! image
Radovan Kavicky
President, Data Science Instructor, Founder | GapData Institute, PyData Bratislava
10:00 - 13:00
Hands-on Machine Learning Engineer with scikit-learn

Full-Day Training | Machine Learning | Beginner-Intermediate

 

This session is a hands-on introduction to Machine Learning in Python with scikit-learn. You will learn to build and evaluate predictive models on tabular data using the main tools of the Python data-science stack (Jupyter, numpy, pandas, matplotlib and scikit-learn)…more details

Hands-on Machine Learning Engineer with scikit-learn image
Olivier Grisel
Software Engineer, Core Developer | Inria, Scikit-learn
10:00 - 16:30
Advanced NLP: From Essentials to Deep Transfer Learning

Full-Day Training | NLP | Deep Learning | Intermediate-Advanced

 

Being specialized in domains like computer vision and natural language processing is no longer a luxury but a necessity which is expected of any datascientist in today’s fast-paced world! With a hands-on and interactive approach, we will understand essential concepts in NLP along with extensive hands-on examples to master state-of-the-art tools, techniques and methodologies for actually applying NLP to solve real- world problems. We will leverage machine learning, deep learning and deep transfer learning to learn and solve popular tasks using NLP including NER, Classification, Recommendation \ Information Retrieval, Summarization, Classification, Language Translation, Q&A and Topic Models…more details

Advanced NLP: From Essentials to Deep Transfer Learning image
Dipanjan (DJ) Sarkar
Data Science Lead, Applied Materials | Google Developer Expert - ML
Advanced NLP: From Essentials to Deep Transfer Learning image
Anuj Gupta, PhD
Head of Machine Learning & Data Science | Vahan Inc.
13:30 - 16:30
How to Build and Test a Trading Strategy Using ML

Half-Day Training | Quant Finance | Machine Learning | Intermediate

 

The rapid progress in machine learning (ML) and the massive increase in data availability has enabled novel approaches to quantitative investment and increased the demand for the application of data science to develop discretionary and automated trading strategies.
This workshop covers popular ML use cases for the investment industry. In particular, it focuses on how ML fits into the workflow of developing a trading strategy, from the engineering of financial features to the development of an ML model that generates tradable signals, the backtesting of a trading strategy that acts on these signals and the evaluation of its performance.
We’ll use common Python data science and ML libraries as well as Zipline, Pyfolio, and Alphalens. The code examples will be presented using jupyter notebooks and are based on the second edition of my book ‘Machine Learning for Algorithmic Trading’more details

How to Build and Test a Trading Strategy Using ML image
Stefan Jansen
Founder & Lead Data Scientist | Applied Artificial Intelligence
13:30 - 16:30
Bayesian Data Science: Probabilistic Programming

Half-Day Training | Big Data | Beginner

 

This tutorial will introduce you to the wonderful world of Bayesian data science through the lens of probabilistic programming in Python. In the first half of the tutorial, we will introduce the key concepts of probability distributions via hacker statistics, hands-on simulation, and telling stories of the data-generation processes. We will also cover the basics of joint and conditional probability, Bayes’ rule, and Bayesian inference, all through hands-on coding and real-world examples. In the second half of the tutorial, we will use a series of models to build your familiarity with PyMC3, showcasing how to perform the foundational inference tasks of parameter estimation, group comparison (for example, A/B tests and hypothesis testing), and arbitrary curve regression…more details

Bayesian Data Science: Probabilistic Programming image
Hugo Bowne-Anderson, PhD
Head of Data Science Evangelism and Marketing | Coiled
10:15 - 11:45
Session by Guglielmo Iozzia Coming Soon!

Workshop

Session by Guglielmo Iozzia Coming Soon! image
Guglielmo Iozzia
Associate Director – Business Tech Analysis, IT & AI | MSD
10:15 - 11:45
Session by Alessio Lomuscio, PhD Coming Soon!

Workshop

Session by Alessio Lomuscio, PhD Coming Soon! image
Alessio Lomuscio, PhD
Royal Academy of Engineering Chair in Emerging Technologies | Imperial College London
10:15 - 11:45
PyTorch 101: Building a Model Step-by-Step

Workshop | Deep Learning | Intermediate

 

Learn the basics of building a PyTorch model using a structured, incremental and from first principles approach. Find out why PyTorch is the fastest growing Deep Learning framework and how to make use of its capabilities: autograd, dynamic computation graph, model classes, data loaders and more.
The main goal of this session is to show you how PyTorch works: we will start with a simple and familiar example in Numpy and “torch” it! At the end of it, you should be able to understand PyTorch’s key components and how to assemble them together into a working model.
We will use Google Colab and work our way together into building a complete model in PyTorch. You should be comfortable using Jupyter notebooks, Numpy and, preferably, object oriented programming…more details

PyTorch 101: Building a Model Step-by-Step image
Daniel Voigt Godoy
Manager, Financial Advisory Analytics, Dean | Deloitte, Data Science Retreat
10:15 - 11:45
Tutorial on Automated Machine Learning

Tutorials | Machine Learning | Intermediate

 

Automated machine learning is the science of building machine learning models in a data-driven, efficient, and objective way. It replaces manual trial-and-error with automated, guided processes. In this tutorial, we will guide you through the current state of the art in hyperparameter optimization, pipeline construction, and neural architecture search. We will discuss model-free blackbox optimization methods, Bayesian optimization, as well as evolutionary and other techniques. We will also pay attention to meta-learning, i.e. learning how to build machine learning models based on prior experience. Moreover, we will give practical guidance on how to do meta-learning with OpenML, an online platform for sharing and reusing machine learning experiments, and how to perform automated pipeline construction with GAMA, a novel, research-oriented AutoML tool in Python…more details

Tutorial on Automated Machine Learning image
Joaquin Vanschoren, PhD
Assistant Professor of Machine Learning | Eindhoven University of Technology
Tutorial on Automated Machine Learning image
Pieter Gijsbers
PhD student | Eindhoven University of Technology
10:15 - 11:45
Mastering Gradient Boosting with CatBoost

Workshops | Machine Learning | Intermediate

 

This workshop will feature a comprehensive tutorial on using CatBoost library.
We will walk you through all the steps of building a good predictive model.
We will cover such topics as:
– Working with different types of features, numerical and categorical
– Working with inbalanced datasets
– Using cross-validation
– Understanding feature importances and explaining model predictions
– Tuning parameters of the model
– Speeding up the training..more details

Mastering Gradient Boosting with CatBoost image
Anna Veronika Dorogush
ML Lead | Yandex
11:55 - 13:25
Rule Induction and Reasoning in Knowledge Graphs

Tutorial | Machine Learning | Intermediate-Advanced

 

Advances in information extraction have enabled the automatic construction of large knowledge graphs (KGs) like DBpedia, YAGO, Wikidata of Google Knowledge Graph. Learning rules from KGs is a crucial task for KG completion, cleaning and curation. This tutorial presents state-of-the-art rule induction methods, recent advances, research opportunities as well as open challenges along this avenue...more details

Rule Induction and Reasoning in Knowledge Graphs image
Daria Stepanova, PhD
Research Scientist | Bosch Center for AI
11:55 - 13:25
Introduction To Face Processing With Computer Vision

Tutorial | Machine Learning | Beginner-Intermediate

 

Faces are a fundamental piece of photography, and building applications around them has never been easier with open-source libraries and pre-trained models. In this tutorial, we’ll help you understand some of the computer vision and machine learning techniques behind these applications. Then, we’ll use this knowledge to develop our own prototypes to tackle tasks such as face detection (e.g. digital cameras), recognition (e.g. Facebook Photos), classification (e.g. identifying emotions), manipulation (e.g. Snapchat filters), and more…more details

Introduction To Face Processing With Computer Vision image
Gabriel Bianconi
Founder | Scalar Research
13:40 - 15:10
Explainable Artificial Intelligence Explained

Workshop | Machine Learning | Responsible AI | Beginner

 

In the days where we have autonomous cars, drones, and automated medical diagnostics, we want to learn more about how to interpret the decisions made by the machine learning models. Having such information we are able to debug the models and retrain it in the most efficient way.
This talk is dedicated to managers, developers and data scientists that want to learn how to interpret the decisions made by machine learning models. We explain the difference between white and black box models, the taxonomy of explainable models and approaches to XAI. Knowing XAI methods is especially useful in any regulated company.
We go through the basic methods like the regression methods, decision trees, ensemble methods, and end with more complex methods based on neural networks. In each example, we use a different data set for each example. Finally, we show how to use model agnostic methods to interpret it and the complexity of the interpretability of many neural networksmore details

Explainable Artificial Intelligence Explained image
Karol Przystalski
CTO | Codete
13:40 - 15:10
Session by Daniel Zakrisson Coming Soon!

Workshop

Session by Daniel Zakrisson Coming Soon! image
Daniel Zakrisson
CEO and Co-founder | Scaleout
13:40 - 15:10
Automatic and Explainable Machine Learning with H2O

Workshop | Machine Learning | Beginner

 

General Data Protection Regulation (GDPR) is now in place. Are you ready to explain your models? This is a hands-on tutorial for beginners. I will demonstrate the use of open-source H2O platform (https://www.h2o.ai/products/h2o/) with both Python and R for automatic and explainable machine learning. Participants will be able to follow and build regression and classification models quickly with H2O AutoML. They will then be able to explain the model outcomes with various methods...more details

Automatic and Explainable Machine Learning with H2O image
Jo-fai Chow, PhD
Senior Data Science Evangelist | H2O.ai
13:40 - 15:10
Responsible Data Science Using Bias-Dashboards

Workshop | Responsible Ai | Machine Learning | Intermediate-Advanced

 

Recently, academics as well as policy makers have written many papers, on responsible data science / AI. Moreover, many open-source packages for bias dashboards or tools for `fairness’ have been proposed. This session aims to provide attendees a broad overview as well as the specific technical background to use the available ` fairness’ tools. In addition, a governance framework describing the precise responsibilities of data scientists will be discussed…more details

Responsible Data Science Using Bias-Dashboards image
Ramon van den Akker,PhD
Principal Data scientist | Associate Professor, Econometrics | de Volksbank | Tilburg University
Responsible Data Science Using Bias-Dashboards image
Daan Knoope
Ai Engineer | de Volksbank
Responsible Data Science Using Bias-Dashboards image
Joris Krijger
Ai & Ethics Specialist | de Volksbank
15:20 - 16:50
Session by Mikhail Yurochkin, PhD Coming Soon!

Workshop

Session by Mikhail Yurochkin, PhD Coming Soon! image
Mikhail Yurochkin, PhD
Research Staff Member | IBM Research and MIT-IBM Watson AI Lab
15:20 - 16:50
Teaching Machines to Talk: Modern Speech Synthesis with Deep Learning

Workshop | Deep Learning | NLP | All Levels

 

Over the past few years speech synthesis or text-to-speech (TTS) has seen rapid advances thanks to deep learning. As anyone who owns a voice assistant will know, artificial voices are becoming more and more natural and convincing. The good news is you can recreate this impressive technology yourself, using high quality open-source tools.
In this workshop, we’ll learn all about TTS and create a custom speech synthesis system from scratch. We’ll take a look at the development of TTS systems up to the present day, investigate the challenges that researchers are still grappling with, and walk through and end-to-end example of creating a deep learning-based TTS system – including data preparation, training, inference and evaluation. This workshop doesn’t require any prior knowledge of TTS or deep learning…more details

Teaching Machines to Talk: Modern Speech Synthesis with Deep Learning image
Alex Peattie
Co-founder, CTO | Peg
Select date to see events.

Training & All Access Passes
Group Discount

Save 30% on Full Price

STATUS
Limited Offer
Full Price
Access to ODSC Keynotes (Tue- Thur)
Access to Virtual Events
Access to Virtual AI Expo (Tue- Wed)
Access to Demo Talks (Tue- Wed)
Access to Career Lab & Expo (Thur)
Access to ODSC Talks (Tue- Thur)
Access to ODSC Workshops (Tue- Thur)
Access to ODSC Training Sessions (Tue- Thur)
On-demand access to Conference Recordings*
Pre-Conference On-Demand Training
1 year Premium Subscription on aiplus.odsc.com
On-demand access to Conference Recordings
General
FREE
Talks & Keynotes (Wed - Thur)
Access to ODSC Keynotes (Tue- Thur)
Access to Virtual Events
Access to Virtual AI Expo (Tue- Wed)
Access to Demo Talks (Tue- Wed)
Access to Career Lab & Expo (Thur)
Access to ODSC Talks (Tue- Thur)
Access to ODSC Workshops (Tue- Thur)
Access to ODSC Training Sessions (Tue- Thur)
On-demand access to Conference Recordings*
Pre-Conference On-Demand Training
1 year Premium Subscription on aiplus.odsc.com
On-demand access to Conference Recordings
Premium Pass
€249
ODSC Workshops, Talks (3 Days ONLY)
Access to ODSC Keynotes (Tue- Thur)
Access to Virtual Events
Access to Virtual AI Expo (Tue- Wed)
Access to Demo Talks (Tue- Wed)
Access to Career Lab & Expo (Thur)
Access to ODSC Talks (Tue- Thur)
Access to ODSC Workshops (Tue- Thur)
Access to ODSC Training Sessions (Tue- Thur)
On-demand access to Conference Recordings*
Pre-Conference On-Demand Training
1 year Premium Subscription on aiplus.odsc.com
On-demand access to Conference Recordings
All Access
€499
ODSC Training, Workshops, Talks (3 Days ONLY)
Access to ODSC Keynotes (Tue- Thur)
Access to Virtual Events
Access to Virtual AI Expo (Tue- Wed)
Access to Demo Talks (Tue- Wed)
Access to Career Lab & Expo (Thur)
Access to ODSC Talks (Tue- Thur)
Access to ODSC Workshops (Tue- Thur)
Access to ODSC Training Sessions (Tue- Thur)
On-demand access to Conference Recordings*
Pre-Conference On-Demand Training
1 year Premium Subscription on aiplus.odsc.com
On-demand access to Conference Recordings
Virtual Bootcamp
€599
ODSC Training, Workshops, Talks (3 Days + pre-conference training)
Access to ODSC Keynotes (Tue- Thur)
Access to Virtual Events
Access to Virtual AI Expo (Tue- Wed)
Access to Demo Talks (Tue- Wed)
Access to Career Lab & Expo (Thur)
Access to ODSC Talks (Tue- Thur)
Access to ODSC Workshops (Tue- Thur)
Access to ODSC Training Sessions (Tue- Thur)
On-demand access to Conference Recordings*
Pre-Conference On-Demand Training
1 year Premium Subscription on aiplus.odsc.com
On-demand access to Conference Recordings
VIP
€769
ODSC Training, Workshops, Talks (3 Days + pre-conference training)
Access to ODSC Keynotes (Tue- Thur)
Access to Virtual Events
Access to Virtual AI Expo (Tue- Wed)
Access to Demo Talks (Tue- Wed)
Access to Career Lab & Expo (Thur)
Access to ODSC Talks (Tue- Thur)
Access to ODSC Workshops (Tue- Thur)
Access to ODSC Training Sessions (Tue- Thur)
On-demand access to Conference Recordings*
Pre-Conference On-Demand Training
1 year Premium Subscription on aiplus.odsc.com
On-demand access to Conference Recordings
Access to ODSC Keynotes (Tue- Thur)
Access to Virtual Events
Access to Virtual AI Expo (Tue- Wed)
Access to Demo Talks (Tue- Wed)
Access to Career Lab & Expo (Thur)
Access to ODSC Talks (Tue- Thur)
Access to ODSC Workshops (Tue- Thur)
Access to ODSC Training Sessions (Tue- Thur)
On-demand access to Conference Recordings*
Pre-Conference On-Demand Training
1 year Premium Subscription on aiplus.odsc.com
On-demand access to Conference Recordings
General
FREE
Talks & Keynotes (Wed - Thur)
Access to ODSC Keynotes (Tue- Thur)
Access to Virtual Events
Access to Virtual AI Expo (Tue- Wed)
Access to Demo Talks (Tue- Wed)
Access to Career Lab & Expo (Thur)
Access to ODSC Talks (Tue- Thur)
Access to ODSC Workshops (Tue- Thur)
Access to ODSC Training Sessions (Tue- Thur)
On-demand access to Conference Recordings*
Pre-Conference On-Demand Training
1 year Premium Subscription on aiplus.odsc.com
On-demand access to Conference Recordings
Premium Pass
€665
ODSC Workshops, Talks (3 Days ONLY)
Access to ODSC Keynotes (Tue- Thur)
Access to Virtual Events
Access to Virtual AI Expo (Tue- Wed)
Access to Demo Talks (Tue- Wed)
Access to Career Lab & Expo (Thur)
Access to ODSC Talks (Tue- Thur)
Access to ODSC Workshops (Tue- Thur)
Access to ODSC Training Sessions (Tue- Thur)
On-demand access to Conference Recordings*
Pre-Conference On-Demand Training
1 year Premium Subscription on aiplus.odsc.com
On-demand access to Conference Recordings
All Access
€832
ODSC Training, Workshops, Talks (3 Days ONLY)
Access to ODSC Keynotes (Tue- Thur)
Access to Virtual Events
Access to Virtual AI Expo (Tue- Wed)
Access to Demo Talks (Tue- Wed)
Access to Career Lab & Expo (Thur)
Access to ODSC Talks (Tue- Thur)
Access to ODSC Workshops (Tue- Thur)
Access to ODSC Training Sessions (Tue- Thur)
On-demand access to Conference Recordings*
Pre-Conference On-Demand Training
1 year Premium Subscription on aiplus.odsc.com
On-demand access to Conference Recordings
Virtual Bootcamp
€998
ODSC Training, Workshops, Talks (3 Days + pre-conference training)
Access to ODSC Keynotes (Tue- Thur)
Access to Virtual Events
Access to Virtual AI Expo (Tue- Wed)
Access to Demo Talks (Tue- Wed)
Access to Career Lab & Expo (Thur)
Access to ODSC Talks (Tue- Thur)
Access to ODSC Workshops (Tue- Thur)
Access to ODSC Training Sessions (Tue- Thur)
On-demand access to Conference Recordings*
Pre-Conference On-Demand Training
1 year Premium Subscription on aiplus.odsc.com
On-demand access to Conference Recordings
VIP
€1,265
ODSC Training, Workshops, Talks (3 Days + pre-conference training)
Access to ODSC Keynotes (Tue- Thur)
Access to Virtual Events
Access to Virtual AI Expo (Tue- Wed)
Access to Demo Talks (Tue- Wed)
Access to Career Lab & Expo (Thur)
Access to ODSC Talks (Tue- Thur)
Access to ODSC Workshops (Tue- Thur)
Access to ODSC Training Sessions (Tue- Thur)
On-demand access to Conference Recordings*
Pre-Conference On-Demand Training
1 year Premium Subscription on aiplus.odsc.com
On-demand access to Conference Recordings

Tickets available at a group discount rate

STATUS
Limited Offer
Full Price
Group of 3 or 4
€230
Premium Pass & Up
Group of 5 to 7
€219
Premium Pass & Up
Group of 8 to 12
€209
Premium Pass & Up
Group of >12
Tailored Package
General Pass & Up

Registration & Discount Resources

Conference Pass guide

Quick Pass Guide

General Pass | Access to breakout sessions, keynotes, and virtual events. Pre-conference training and conference training not included.

Two Days Pass | Get Access to 2 of 3 days and get access to all sessions during the selected day and recordings of all breakout sessions, keynotes, and virtual events.

All Access | Get Access to 3 Conference days and All-Conference recordings.

Virtual Bootcamp | Get Access to 3 Conference days and All-Conference recordings PLUS Access to ONE On-demand Pre-conference training.

VIP Access | Get Access to 3 Conference days and All-Conference recordings PLUS Access to ONE On-demand Pre-conference training PLUS ONE Year of Premium Subsciption on aiplus.odsc.com


FREE
Access to the Virtual AI Expo Hall and Solution Showcase. Access to Demo talks

CERTIFICATION of COMPLETION
A Certification of Completion with any half or full day training course

ODSC CERTIFICATION €1,000 or Free
Free with any training course. Choose from Machine Learning, Deep Learning, and Data Science. Junior, senior, and principal levels available.

Pay by invoice/purchase order

You are able to buy your pass via Invoice/Purchase Order (PO).

Please submit your request to receive a Purchase Order HERE.

Scholarship

ODSC offers merit-based scholarships to first year graduates, underrepresented groups, and working students who express interest in the content ODSC offers. Find out more HERE

Group Discounts

We offer group discounts for groups between 3 and 12 persons. Please click for a purchase HERE.

If you have a group of 13 or more, please email us at group@odsc.com to enquire about additional discounts. Please mention the size of your group and the types of passes required.

How to Convince your manager to attend ODSC Europe 2021?

Let us help you convince your manager that your attendance will benefit your organization.
Please check HERE for more information.

Volunteer

In exchange for a free pass, ODSC seeks volunteers to help with our program and event planning.  Please email natalia.t@odsc.com for more details.

Open Data Science

Open Data Science
Innovation Center
101 Main St
Cambridge, MA 02142
info@odsc.com

Privacy Settings
We use cookies to enhance your experience while using our website. If you are using our Services via a browser you can restrict, block or remove cookies through your web browser settings. We also use content and scripts from third parties that may use tracking technologies. You can selectively provide your consent below to allow such third party embeds. For complete information about the cookies we use, data we collect and how we process them, please check our Privacy Policy
Youtube
Consent to display content from Youtube
Vimeo
Consent to display content from Vimeo
Google Maps
Consent to display content from Google