
Turn ODSC into a mini-bootcamp with our 3 day pass
Avail free access to on-demand pre-bootcamp training to win prizes.

Join Pre-Bootcamp Training
Start learning in the winter with the very fundamentals of data science on-demand training to build confidence and prepare for the bootcamp.

Learn Applied Skills at the Mini- Bootcamp
Join the 3 day mini-bootcamp and learn the languages, algorithms, and tools from some of the leading data scientists in the world

Career Support
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Network with attendees from 1,600+ companies and meet over 40 companies hiring directly at ODSC, career days, webinars, resume reviews and more

Get CertifiedÂ
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Get a certification of completion upon finishing 3 days of instruction
Registration
 Limited Offer | 40% discount ends in:
 Kick-start your career in data science, from beginner to advanced in just 3 days. Get the skills you need, taught by world-renowned experts
ODSCÂ Mini Virtual Bootcamp is the best way to gain in-demand data science skills in the shortest time with minimum investment. Starting in the winter, the on-demand pre-Bootcamp Training will provide the right preparation and confidence to put your practice to work in your learning path.
It’s truly an immersive experience. Over almost a week, you will access an expanse of industry-focused data science topics on a scale not offered elsewhere. Uniquely, you will also get invaluable insights by networking and connecting with hundreds of data science attendees, world renowned instructors, industry experts, and dozens of top companies seeking the next wave of talent.
Current Specialization Tracks
Attend one of our six specialization tracks or customize it to your own goals

Our mini bootcamp is fully customizable, you can attend the sessions you want live and on-demand after our conference. Check all available training here – Training Page.
East Mini Virtual Bootcamp Overview
Begin, this winter, with a pre-bootcamp on-demand training to build confidence on the core fundamentals of data science, and steadily progress through the bootcamp week with our hands-on training and expert-led sessions and projects. Refer to the timeline below.
Pre-Bootcamp On-demand Training
Get started in your learning track with free access to introductory concepts with short, to-the-point and industry driven on-demand courses.
- Data Science 101: Machine Learning & Modeling in Theory & Practice – by Kirk Borne, PhD, Booz Allen Hamilton (Duration: ~3 hrs)
- SQL for Data Science – by Mona Khalil, Greenhouse Software (Duration: ~3 hrs)
- Recommendation Systems in Python – by Joshua Bernhard, NerdWallet (Duration: ~3 hrs)
- Modern Data Acquisition – by Max Humber, General Assembly (Duration: ~3 hrs)
- Data Science and Machine Learning in the Cloud for Cloud Novices – by Joy Payton, Children’s Hospital of Philadelphia (Duration: ~3 hrs)
Schedule: Self-paced
Pre-bootcamp Live Training
Build a foundation of essential hands-on concepts as part of your Bootcamp pass and get complimentary access to one Live training of your choice on the Ai+ training platform.Â
Upcoming live training include:
Mini-Bootcamp Day 1 - Beginner Level Sessions (March 30th)
Previous sessions include:
- Mathematics for Data Science
- Statistics for Data Science
- Introduction to Python Programming with Pandas
- Introduction to Natural Language Processing
- SQL for Data Science
- Introduction to Bayesian Modelling
- Recommendation Systems Fundamentals
- Introduction To Face Processing With Computer Vision
Mini-Bootcamp Day 2 - Intermediate Level sessions (March 31st)
Previous sessions include:
- Introductory to Intermediate Machine Learning with scikit-learn
- Advanced Machine Learning with scikit-learn: Pipelines, Evaluation Metrics, Imbalanced Classification
- Machine Learning in R: Penalized Regression, Boosted Trees and build ML pipelines
- Machine Learning in R: Forecasting Time Series Data and ML in production with Plumber, Docker
- Machine Learning for Trading
- Interpreting and Explaining XGBoost Models
- Bayesian Data Science: Probabilistic Programming
- Deep Learning with TensorFlow and PyTorch
Mini-Bootcamp Day 3 - Advanced Level Sessions (April 1st)
Previous sessions include:
- Variational Auto-Encoders for Customer Insight
- Learning and Mining Large-Scale Spatiotemporal Data
- From Numbers to Narrative: Turning Raw Data into Compelling Stories with Impact
- How To Build And Test A Trading Strategy Using ML
- State-of-the-art NLP Made Easy with AdaptNLP
- Building an Industry Classifier With The Latest Scraping, NLP and Deployment Tools
- Sequence Modelling with Deep Learning
- Image Detection as a Service: Use APIs and Deep Learning to Support Products
Certificate of Completion & More
- Obtain an ODSC Certification of Completion
- Get access to all ODSC East 2021 recorded sessions
- Get access to over 100+ additional recorded sessions from prior ODSC events, including ODSC West and ODSC Europe
What You’ll Learn
 Learn Fundamentals
Prep for your immersive training by learning core fundamentals, including:
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Fundamentals of Python Programming
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Data Analysis in Python
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Introduction to Statistics for Data Science
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Fundamental Analytics for Data Engineering
Learn Frameworks & Tools
Get hands-on experience with in-demand data science tools and frameworks, including:
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Python, Jupyter Notebooks
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R programming, Julia, Scala, Stan
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Apache Spark, MLlib, Streaming
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Tensorflow, MXNet, Caffe, CNTK
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Scikit-learn, Theano, Shogun, Pylearn2
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See schedule for many more…
Learn Core Topics
Get hands-on experience in the most important data science topics with over 40 beginner to intermediate sessions to choose from, including
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Deep Learning
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Reinforcement Learning and Deep Reinforcement Learning
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Machine Learning
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Transfer Learning
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Natural Language Processing
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Text Analytics
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Data Visualization
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Data Modeling and Data Wrangling
 Build your Network
A career in data science opens up the possibility of rewarding and exciting work. Build your network and help grow your career
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Learn from and connect with world-leading data science experts
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Stop by our Career Expo and meet top hiring companies like Google, DataRobot, and dozens of others
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Join our various networking events, such as Meet the Speakers, Meet the Experts, Dinner with Data Scientists; plus other networking opportunities
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Network with hundreds of data science attendees to learn what it’s like to be a data scientist
Bootcamp Experience
Registration
Save 40%Â sale ends in:
Choose your Pass
Pre-Bootcamp On-Demand Training
Tuesday - Thursday | Data Science Training - 20 Sessions
Tuesday - Thursday | Workshops & Talks - 30 Sessions
On-demand Access to All Conference recordings
Tuesday & Wednesday | Virtual AI Expo and Demo Talks
Thursday | Virtual Career Expo
All Access
$559
Purchase Separately
Virtual Mini-Bootcamp
$699
Current ODSC East Instructors
Learn More About Our Program
Who Should Attend
Beginners
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Beginners pursuing data science careers
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Those trying to decide on the right path
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Business Analysts and Data Analysts seeking new skills
Intermediates
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Data Scientists
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Data Engineers
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ML Engineers
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Software Engineers
Citizens
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Citizen Data Scientists
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Data Wranglers
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Data Science 4 Good
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Data JournalistsÂ