Our data science bootcamp has been attended by 4000 people around the globe. Our teaching team consists of leading data science practitioners who are also passionate about teaching. We have created one of the most comprehensive data science curriculums in industry. We focus on problem solving in real-world business context while provide the right balance between theory and practice.
5-day, in-person bootcamp
Monday – Friday, 8:00am – 6:00pm
Intensive 50 hrs learning
In-classroom lectures and discussions
Coding exercises and model building labs
Networking dinner
5 hrs prep work before bootcamp
10 hrs homework online
None. We will teach you the tools needed for the bootcamp.
We have trained people from every possible industry and role. We will teach you the fundamentals and tools needed to succeed during the in-person learning experience.
Before you arrive at the bootcamp, you will spend 4-6 hours on getting introduced to fundamentals, computing environments, and cloud-based machine learning tools needed for the in-person learning. You will also watch tutorials on data mining fundamentals and the industry landscape.
Data-related issues are often overlooked – even by practitioners. We emphasize on fundamentals of data exploration, visualization, feature engineering, quality, acquisition and sampling to give you a solid foundation to predictive analytics.
The curriculum covers a wide array of classification, regression, recommendation and unsupervised learning techniques. We emphasize on both of solid understanding of algorithms and their correct usage.
Correct choice of metrics and parameter tuning are essential to building robust predictive models. A combination of lecture, discussion and hands-on labs will ensure that you have the ability to choose the right metrics for your model and you can tune your machine learning model to make it more generalizable.
Even data scientists need some data engineering skills. You will Hadoop cluster in the cloud and run Hive queries. You will also learn to build message queues and process data in real-time. At the end you will build an Internet of Things application.
Starting on day 3, all attendees compete in an in-class Kaggle competition. Kaggle’s Titanic survival prediction competition is the perfect testing ground to cut your teeth on. Winners are announced on the last day of the bootcamp,with the top 2-3 contenders receiving a special prize.
Data science learning is a lifelong journey. We have 10+ hours of video tutorials, R and Python Jupyter notebooks, webinars that will ensure that you keep learning.
*depends on the package you register with
Right from day one of the bootcamp, our emphasis is to cultivate a think-business-first mindset. Bootcamp attendees leave with the ability to put machine learning and artificial intelligence skills in a business context.
Leading Fortune-500 companies are our recurring clients because our training adds real business value.
When you sign up, you sign up for an experience.
5 days of rigorous face-to-face training. Lectures, model building, discussions and more…
Reference books and lab manuals to help you continue learning – even after the bootcamp.
Recorded lectures, course material, books, quizzes, handouts, labs, source code and advanced learning resources – all in one place.
Tons of coding and cloud-based machine learning exercises for you to improve.
Chat and discussion forums to collaborate with other attendees before, during and after the bootcamp.
Activities to solidify theoretical concepts. Think building a decision tree or doing gradient descent by hand!
Data science is a hands-on skill. You will be participating in a data science competition during the week.
Breakfast, lunch and dinner with other attendees who have rich and diverse backgrounds. You will learn more than just technical skills!
Employees from these (and 1,000+ more) companies have attended our data science bootcamps, workshops and corporate trainings.
