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ONSITE EDUCATION

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Hands-on Applied Machine Learning in R

Duration: One Day Course

Prerequisite: R programming knowledge, statistics, and exposure to the machine learning process/algorithms

R is the one of the most popular machine learning tools in use today. This course focuses on taking concepts in machine learning and applying them in practical ways. Common algorithms such as regression, clustering, and classification are explained, applied, and evaluated using R. Participants will complete exercises to solidify understanding and build skills with the intent of finishing the course with a toolkit that can be leveraged in building R machine learning skills.

You Will Learn

  • How to use linear models such as linear regression and logistic regression
  • How to choose features and complete feature reduction
  • How to use clustering models such as K-means
  • How to do time series forecasting
  • How to use classification models such as Decision Trees and K Nearest Neighbor
  • How to use Ensemble methods
  • How do to model validation

Geared To

  • Those that have foundation knowledge of R and Machine Learning

Contact Us to Get Started Today

REQUEST INFORMATION

Yvonne Baho

Yvonne M. Baho Director, Enterprise Learning
Phone: 978.582.7105
Email: ybaho@tdwi.org

TESTIMONIALS

"The instructor was very responsive to input from the class and adapted to meet the needs specific to our context. I especially appreciated the many case studies and focus on assessment."

S. Bessias UNC Healthcare

"Very good overall view of DW concepts and provided valuable insight for such a varied audience."

Jerry Bundt Nestle Purina

"This was the best training class I’ve had in my 20 year career."

Tim Grieb Seattle Children’s Hospital

"The instructor did an excellent job and demonstrated an understanding of real world applications."

Sean Dewulf Con-way Freight

REQUEST INFORMATION

Yvonne Baho Yvonne M. Baho
Director, Enterprise Learning
Phone: 978.582.7105
E-mail: ybaho@tdwi.org
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