REGISTER YOUR INTEREST FOR ODSC WEST 2023

SAN FRANCISCO

OCTOBER 31st – NOVEMBER 3rd

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UNLOCK YOUR FULL POTENTIAL

Kick-start your career in data science in 3 immersive days. Get the skills you need, taught by world-renowned experts.
ODSC Mini-Bootcamp is the best way to gain in-demand machine learning skills in the shortest time with minimum investment
A truly immersive experience, you will access a range of industry-focused data science topics on a scale not offered elsewhere. Uniquely, you will also gain 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.

WHY ODSC BOOTCAMP

UNLOCK

YOUR FULL POTENTIAL

Kick-start your career in data science in 3 immersive days. Get the skills you need, taught by world-renowned experts.

ODSC Mini-Bootcamp is the best way to gain in-demand machine learning skills in the shortest time with minimum investment

A truly immersive experience, you will access a range of industry-focused data science topics on a scale not offered elsewhere. Uniquely, you will also gain 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.

WHY ODSC BOOTCAMPS?  
BUILD YOUR SKILLS AND BUILD YOUR NETWORK

Get Prepped

With Pre-Conference training, you can start learning the fundamentals. Learn programming, SQL, and basic math skills.

4-day Immersive

From October 31st to November 3rd, join our 4-day live immersive Mini-Bootcamp. Get hands-on experience in machine learning and deep learning.

Continue Learning

After the conference, you will be perfectly positioned to continue learning. With Ai+ on-demand training and discounted live training, you can learn at your own pace. 

Get Help 

Each attendee gets a certificate of completion and access to office hours. Jobseekers will be featured in our Ai+ Career job portal featuring 40+ hiring companies

WHAT YOU WILL LEARN

What You’ll Learn
ACCELERATE FROM ZERO TO MACHINE LEARNING

PROGRAMMING

Python,  R, Jupyter Notebooks, Julia

DATA WRANGLING

SQL, Spark, Pandas, Tableau

MACHINE LEARNING

Supervised, Unsupervised, & Reinforcement ML

DEEP LEARNING

Neural Networks, GANS, CNN, LSTM

NLP

Transformers, BERT, Sentiment Analysis

FRAMEWORKS

PyTorch and TensorFlow Keras, scikit-learn

TOOLS

Airflow, MLFlow, MLOPs, Spark, Kubeflow

DATA VISUALIZATION

D3.JS, Plotly, MatPlotLib, Tableau

 SPECIALIZATION TRACKS

  • Machine Learning with Python

    • Mathematics for Data Science
    • Programming with Data: Python and Pandas
    • Hands-on Machine Learning with scikit-learn
    • Machine Learning at Scale using Apache Spark
    • Supervised Learning for Missing Data
    • Causal Inference for Data Science
    • Meta-learning for Machine Learning
    • Cybersecurity in ML
    • Reinforcement Learning with TF-Agents
    • Reinforcement Learning for Human Language
  • Deep Learning

    • Intro to Neural Networks for Deep Learning
    • PyTorch Hands-on Training
    • Deep Reinforcement Learning
    • Deep Learning with TensorFlow
    • Recommendation Systems with Deep Learning
    • Deep Learning with Keras
    • TFF (TensorFlow Federated Learning)
    • How to Identify Deepfakes
    • Deep Learning CNNs and GANs
  • Data Engineering / MLOps

    • Mathematics for Data Science
    • SQL for Data Science
    • Deploying ML Pipelines with Open-data
    • Kubeflow & Kubernetes
    • Auto Machine Learning
    • Debugging Machine Learning
    • Introducing Flyte
    • Reproducible Data Science in Pachyderm
    • Data Science Best Practices: Continuous Delivery for Machine Learning
  • NLP

    • Introduction to NLP and Topic Modeling
    • Transfer Learning in NLP
    • Training NLP Models with Deep Reinforcement Learning
    • State-of-the-Art NLP in TensorFlow and PyTorch
    • Active Learning for Data Labeling
    • NLP with LSTMs (Deep learning)
    • Using HuggingFace Transformers for NLP
  • Data Analytics

    • Statistics and Probability Distribution
    • Big Data using Spark
    • Streaming Analytics
    • Augmented Analytics
    • Decision Analytics
    • Graph Analytics
    • No-Sql
    • In-memory computing

Live sessions include, but are not limited to, the ones listed below.

DIVE DEEPER

Get hands-on experience in job-ready skills

West 2022 Mini-Bootcamp Overview

Begin your data science training with pre-conference, live, and on-demand training to build confidence in the fundamentals. Steadily progress through the Bootcamp week with our hands-on training and expert-led sessions and workshops. Post-conference, take advantage of our continuing on-demand training sessions on the Ai+ Training platform. 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.

Schedule: Self-paced

Note: only accessible to Mini-Bootcamp registrants.

Pre-Bootcamp and Live Training Warm up

Why wait? Get started early with free access to summer and fall Live Training courses to learn concepts with short, to-the-point, and industry-driven training.

Data Wrangling with SQL – July 26th, 2022
PyTorch 101 – August 24th, 2022
Data Literacy for Data Science and Machine Learning – October 20th, 2022
Probabilistic programming bayesian inference with Python – November 15th, 2022

The full schedule and more details coming soon! Note: only accessible to Mini-Bootcamp registrants.

Bootcamp Orientation

Bootcamp Orientations are offered to address:

  • All questions on the ODSC West Bootcamp program
  • Understand program content
  • Find out what courses are available on Ai+
  • Get help with assignments on Ai+

Use the following link to access Virtual Orientation. In-Person Mini-Bootcamp Orientation is available on this page.

Note: only accessible to Mini-Bootcamp registrants.

Bootcamp Day 1 : Beginner Level SEssions (October 31st) (Virtual Only)

Live sessions include but are not limited to ones below. Check full half-day and full-day training program at the Training Page.

  • Introduction to Statistics for Data Science
  • An Introduction to Data Literacy with SQL
  • Introduction to Python for Data Analysis
  • Introduction to Machine Learning

Bootcamp Day 2 & 3 : Beginner to Intermediate Level (November 1st - 2nd) (Virtual/In-Person)

Live sessions include but are not limited to ones below. Check full half-day and full-day training program at the Training Page.

  • Deep Learning with Python and Keras (Tensorflow 2)
  • NLP Fundamentals
  • Machine Learning with XGBoost
  • Self-Supervised and Unsupervised Learning for Conversational AI and NLP
  • Building a GPT-3 Powered Knowledge Base Bot for Discord
  • Machine Learning with Python: A Hands-On Introduction
  • A Practical Tutorial on Building Machine Learning Demos with Gradio
  • A Hands-on Introduction to Transfer Learning
  • Foundations of Deep Reinforcement Learning

Bootcamp Day 4: Beginner-Intermediate-Advanced Level ( NOVEMBER 3rd) (Virtual/In-Person)

Virtual Live sessions include but are not limited to the ones below. Check the full half-day and full-day training program at the Training Page.

  • Advanced Deep Learning with Tensorflow
  • NLP Word Embeddings
  • Deep Learning for Detecting DeepFakes
  • Machine Learning at Scale using Apache Spark
  • Practical Tutorial on Uncertainty and Out-of-distribution Robustness in Deep Learning
  • StructureBoost: Gradient Boosting with Categorical Structure
  • Colossal-AI: A Unified Deep Learning System For Large-Scale Parallel Training

subscription to the Ai+ Training Platform

What is included

  • Foundations for Machine Learning Bootcamp: 14 On-Demand Sessions
  • Machine Learning Certification
  • Certification Assessments and Badges
  • Entire On-Demand Training Library (50 + courses) and All Previous ODSC Conference recordings (500+ sessions)
  • Monthly Webinars
  • All Assessments (Skills, Feedback, Coding Proficiency and Coding Proficiency Exam)
  • Certificate of Completion for Every course 

And much more. See everything that is included  here


Choose Your Pass

Monday | Virtual Mini-Bootcamp Training Sessions 

Premium 1-Year Subscription to Ai+ Training (value =  $700)

Access to All Virtual Sessions & Events (Tue-Thu)

ODSC Keynotes & Talks (Wed-Thu)

Prep Training:  live and On-demand (value = $499)

On-demand Access to All Conference recordings 

Access to AI Solution Showcase Expo Area (Wed-Thu) 

Access to In-person Mini-Bootcamp Training Sessions

Access to In-person Network Reception & Networking Events

Live

Virtual Mini-Bootcamp

$599

Door price - $749 - SAVE $150

4-Days

 

In-Person 

Mini-Bootcamp

$1499

 Door price - $1874 - SAVE $375 

4-Days

( In-Person Tue-Thu)

NOVEMBER LIVE TRAINiNG

November 15th

If you can write a model in sklearn, you can make the leap to Bayesian inference with PyMC3, a user-friendly intro to probabilistic programming (PP) in Python. PP just means building models where the building blocks are probability distributions! And we can use PP to do Bayesian inference easily. Bayesian inference allows us to solve problems that aren’t otherwise tractable with classical methods.

The intention is to get hands-on experience building PyMC3 models to demystify probabilistic programming / Bayesian inference for those more well versed in traditional ML, and, most importantly, to understand how these models can be relevant in our daily work as data scientists in business.

Let’s build up our knowledge of probabilistic programming and Bayesian inference! All you need to start is basic knowledge of linear regression; familiarity with running a model of any type in Python is helpful.

LEARN MORE
BEGINNER

PAST LIVE TRAINING

October 20th

Data literacy is fundamental to mastering many areas of AI including data science, machine learning, deep learning and data engineering. This fast paced but comprehensive tutorial will introduce you to fundamental data concept that will help you grasp underlying concepts and serve as a foundation course and prerequisite to more advanced machine learning and data science topics. Over 5 lessons you will learn the language of data and better understand the data life cycle and its role in building machine learning models.
LEARN MORE
BEGINNER

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 training 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.

LEARN MORE
BEGINNER

Data wrangling is an essential foundational topic for anyone considering projects or a role in data engineering, data science, or machine learning. This session will help one understand core data-wrangling concepts including what is data, data generation and collecting, data profiling, data transformation, data manipulation, and other essential workflow topics.

As this is an interactive training session, in addition to covering these data topics, we will layer on SQL and an introduction to relational databases. With this foundational understanding, you will not only have job-ready data skills but you will be better position to proceed to other introductory-level courses in data analysis, programming, data science, and machine learning.

LEARN MORE
BEGINNER

Includes a Pre-Conference Live Training Session

Get a free AI+ live training session with your ODSC Mini-Bootcamp pass and start training now!

The Bootcamp Experience

Virtual Experience

In-Person Experience

LEARN FROM THE LEADING EXPERTS

Our mission is to provide you with applied training from some of the top instructors in the field. Current confirmed ODSC West instructors include:

Selling Out Soon | Last 50 Tickets end in


Choose Your Pass

Monday | Virtual Mini-Bootcamp Training Sessions 

Premium 1-Year Subscription to Ai+ Training (value =  $700)

Access to All Virtual Sessions & Events (Tue-Thu)

ODSC Keynotes & Talks (Wed-Thu)

Prep Training:  live and On-demand (value = $499)

On-demand Access to All Conference recordings 

Access to AI Solution Showcase Expo Area (Wed-Thu) 

Access to In-person Mini-Bootcamp Training Sessions

Access to In-person Network Reception & Networking Events

Live

Virtual Mini-Bootcamp

$599

Door price - $749 - SAVE $150

4-Days

 

In-Person 

Mini-Bootcamp

$1499

 Door price - $1874 - SAVE $375 

4-Days

( In-Person Tue-Thu)

DISCOVER YOUR BOOTCAMP PATH

Free Warmup Tutorials

Get Prepped with AI+ Live training

Paid training: one free included in your pas

REGISTER YOUR INTEREST FOR ODSC WEST 2023

CONTINUOUS LEARNING ON-DEMAND

With Each ODSC Bootcamp pass, you get a 1 year Ai+ on-demand hands-on training subscription (Value $700)

Ai+ is the only hands-on training platform solely developed for AI practitioners. Keep training with the top names in the industry. Free for 1 year with an ODSC West Mini-Bootcamp Pass.

Learn More

WHO SHOULD ATTEND

Who Should Attend

Beginners

  • Beginners pursuing data science careers

  • Those trying to decide on the right data science path

  • Business Analysts and Data Analysts seeking new skills

Intermediates

  • Data Scientists

  • Data Engineers

  • ML Engineers

  • Software Engineers

Citizens

  • Citizen Data Scientists

  • Data Wranglers

  • Data Science 4 Good

  • Data Journalists 

Companies Represented at ODSC Bootcamps

We’re Proud to Have the Best and Brightest in Attendance

NEED MORE REASONS TO SIGN-UP?

 Learn Fundamentals

Prepare for your immersive training by learning core fundamentals with our Pre-Bootcamp sessions including:

  • Fundamentals of Python Programming

  • Data Analysis in Python

  • Introduction to Statistics for Data Science

  • Fundamental Analytics for Data Engineering

Learn Frameworks & Tools

Get hands-on experience with in-demand data science tools and frameworks, including:

  • Python, Jupyter Notebooks

  • R programming, Julia, Scala, Stan

  • Apache Spark, MLlib, Streaming

  • Tensorflow, MXNet, Caffe, CNTK

  • Scikit-learn, Theano, Shogun, Pylearn2

  • See schedule for more tools and frameworks…

Learn Core Topics

Get hands-on experience in the most important data science topics with over 100+ beginner to intermediate sessions to choose from, including

  • Deep Learning

  • Reinforcement Learning and Deep Reinforcement Learning

  • Machine Learning

  • Transfer Learning

  • Natural Language Processing

  • Text Analytics

  • Data Visualization

  • 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

  • Learn from, and connect with, world-leading data science experts

  • Stop by our Career Expo and meet top hiring companies like Google, DataRobot, and dozens of others

  • Join our various networking events, such as Meet the Speakers, Meet the Experts, Dinner with Data Scientists; plus other networking opportunities

  • Network with hundreds of data science attendees to learn what it’s like to be a data scientist

Learn More About Our Program



Participate at ODSC West 2022

Register
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GET IN TOUCH

As part of the global data science community we value inclusivity, diversity,  and fairness in the pursuit of knowledge and learning. We seek to deliver a conference agenda, speaker program, and attendee participation that moves the global data science community forward with these shared goals. Learn more on our code of conductspeaker submissions, or speaker committee pages.

Open Data Science

 

 

 

Open Data Science
One Broadway
Cambridge, MA 02142
info@odsc.com

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