WHY ODSC BOOTCAMPS?
BUILD YOUR SKILLS AND BUILD YOUR NETWORK
Get Prepped
With Prerequisites training, you can start learning the fundamentals. Learn programming, SQL, and basic math skills.
3 or 4-day Immersive
From November 14 to 18, join our 3-day live immersive Kickstart Bootcamp. Get hands-on experience in machine learning and deep learning.
Continue Learning
After immersive training, 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. Jobseeker will be featured in our Ai+ Career job portal with 40+ hiring companies.
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, Tensorflow, Keras, scikit-learn,
TOOLS
Airflow, MLFlow, MLOPs, Spark, Kubeflow
DATA VISUALIZATION
D3.JS, Plotly, MatPlotLib, Tableau
Live sessions include, but are not limited to, the ones listed below.
West 2021 Kickstart 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. 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.
- Complete Python Fundamentals – by Mona Khalil, Greenhouse Software (Duration: ~3 hrs)
- Modern Data Acquisition Using Python – by Max Humber, General Assembly (Duration: ~2 hrs)
- Data Science 101 – by Dr. Kirk Borne, Booz Allen Hamilton (Duration: ~4 hrs)
- SQL for Data Science – by Mona Khalil, Greenhouse Software (Duration: ~4 hrs)
- Recommendation Systems in Python – by Joshua Bernhard, NerdWallet (Duration: ~3 hrs)
- Machine Learning Foundations: Linear Algebra – by Dr. Jon Krohn (Duration: ~6 hrs)
Schedule: Self-paced
Note: only accessible to 3-Day and 4-Day Bootcamp registrants.
Pre-Bootcamp and Live Training Warm up
Get started in your learning track with free access to October Live Training courses to learn concepts with short, to-the-point and industry driven training.
- October 6th – Natural Learning Processing Fundamentals – by Ankur Patel, Glean Co-Founder (Duration: ~3 hrs)
- October 21st – Getting Started with Practical MLOps – Noah Gift, Pragmatic AI Labs Founder (Duration: ~4 hrs)
- October 28th – Gradient Boosting for Prediction and Inference – by Brian Lucena, PhD, Principal at Numeristical (Duration: ~4 hrs)
Note: only accessible to 3-Day and 4-Day Bootcamp registrants.
Bootcamp Day 1 : Beginner Level SEssions (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 Mathematics and Statistics for Machine Learning
- Introduction to SQL
- Introduction to Python
- Introduction to Data Analysis
- Introduction to ML using scikit-learn
- Introduction to Neural Networks for Deep Learning
Bootcamp Day 2 & 3 : Beginner to Intermediate Level (November 2nd - 3rd) (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.
- Introduction to Intermediate Deep Learning with Tensorflow
- Deep Learning with Keras
- Transfer Learning in NLP
- Causal Reinforcement Learning
- Reinforcement Learning with TF-Agents
- Tackling Climate Change with Machine learning
- Security and Privacy in ML
- Kubeflow & Kubernetes
- Building Machine Learning Pipelines
Bootcamp Day 4: Beginner-Intermediate-Advanced Level (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.
- Advanced Deep Learning with Tensorflow
- Reinforcement Learning for Human Language
- NLP Word Embeddings
- Deep Learning for Detecting DeepFakes
- Machine Learning at Scale using Apache Spark
- Augmented & Decision Analytics
Post Conference : 1-year Premium Subscription on the Ai+ Training
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
Bootcamp Office Hours
Office Hours are offered in the following weeks.
- Answer questions on the ODSC West Bootcamp program
- Understand program content
- Find out what courses are available on Ai+
- Get help with assignments on Ai+
Bootcamp Experience
Virtual Experience
Learn from the Best
Our mission is to provide you with applied training from some of the top instructors in the field. Confirmed ODSC West instructors include:
Who Should Attend
Beginners
Intermediates
Citizens
Companies Represented at ODSC Bootcamps
We’re Proud to Have the Best and Brightest in Attendance
Learn Fundamentals
Prepare for your immersive training by learning core fundamentals with our pre-bootcamp sessions this summer, including:
Learn Frameworks & Tools
Get hands-on experience with in-demand data science tools and frameworks, including:
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
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