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TDWI Data Science Bootcamp

A TDWI Certificate Track

Virtual Classroom
June 6–8, 2022
9:00am – 5:00pm CT

Dean Abbott

Dean Abbott

Smarter HQ, Inc.

Join the thousands who have already completed the TDWI Data Science Bootcamp and earn a certificate. Learn the skills and tactics you need for success with data science in your organization.

TDWI’s Data Science Bootcamp lays the groundwork for your journey to become a data scientist. This three-day intensive learning experience covers all the aspects of data science—from its impact on your organization to the role of the data scientist. From targeting a business challenge to preparing data to building analytic models and interpreting results to delivering insights to the business, this Bootcamp provides end-to-end coverage of what it takes to succeed as a data scientist.

Attend all three days and earn a certificate.

  • Monday, June 6

    Data science has been called “the sexiest job of the 21st century” and with good reason—the size and breadth of our data is growing exponentially, making the ability to understand that data more and more challenging. This course provides a complete overview of the data science process and drills into detail on key tasks that occur before analytic model-building begins.

    A project-oriented framework is used to introduce the discipline of data science, placing activities in the context of business value and covering key concepts every data scientist needs to know. Each project must define objectives, collect and integrate data, prepare it for analysis, perform the analysis, and deploy the results.

  • Tuesday, June 7

    At its core, data science leverages machine learning and statistics-based algorithms to find patterns in data. The second day of the TDWI Data Science Bootcamp covers the most commonly used algorithms in data science, providing overviews of what they are and how they find patterns—without an in-depth treatment of the mathematics.

    You will learn how to match these common algorithms to analytics objectives and best practices to ensure they lead to business results. We will explore similarities and differences between the algorithms, what types of patterns each can find most easily, and which patterns are more difficult for each to uncover. You will learn how data preparation and feature creation (from day one) influence the accuracy of your results.

  • Wednesday, June 8

    During the final day of the TDWI Data Science Bootcamp, you will learn how advanced modeling techniques can be layered on top of the foundational machine learning algorithms (covered on day two), and how model interpretation is extended accordingly. Demonstrations will show how to build and interpret these advanced models using actual examples.

    An extensive overview of model ensembles will cover principles and practices and a variety of specific techniques. You will also be exposed to algorithms that are frequent winners of international modeling competitions such as random forests and gradient boosting machines. You will learn about sampling and re-sampling strategies, interpretation of complex models, randomization experiments to build and interpret models, and advanced feature creation approaches.

Pricing Select Courses, View Pricing

3-Day Certificate Unlocked

Discounts

  • Early Bird Discounts

    Receive a 20% discount if you register by Apr. 8.
    Receive a 10% discount if you register by May. 6.

  • Member Discount

    Receive a 10% discount on your registration. Membership status will be validated when your registration is processed.

  • Team Discount

    Part of a team of 3 or more? Use promo code TEAM to receive an additional 10% off for each member of your group.

REFUND AND CANCELLATION: You may substitute one person in your place by contacting registration@tdwi.org at least five business days prior to the event. If you must cancel all or part of your registration, your refund request must be sent to registration@tdwi.org no later than 10 business days prior. Your fee will be returned, less a 20% cancellation fee. No refunds will be issued within 10 days of the event.

Reserve your spot at the seminar today!

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