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ONSITE EDUCATION

Your Team,
Your Location,
Our Instructors

Hands-On Data Analysis and Machine Learning with Python

Duration: Three Day Workshop

Prerequisite: None

Course Outline

To be competitive in the modern analytics landscape, Python skills are a must-have. Unlock your team’s efficiency and potential with python – an easy-to-learn and very popular programming language. Python’s application ranges from simple scripting, to web apps, to data science and deep learning. It also integrates with almost all other data tools, platforms, and databases (Oracle, Tableau, Google Cloud, AWS, etc.)

This workshop covers the essential techniques for using python to script processes, analyze data, and build machine learning models. The workshop is an interactive, hand-on, experience that builds from an introductory to intermediate level.

Your Team Will Learn

  • The python language, it’s structure and syntax
  • Using python to load, explore, and analyze data
  • Visualizing data in python
  • Building machine learning models with python
  • What a classification model is and how to train two types (logistic regression and decision trees)
  • What a regression model is and how to train two types (linear regression and neural networks)
  • Feature engineering techniques
  • Guarding against overfitting with regularization and hyper-parameters
  • Unlocking team efficiency by writing sharable python modules
  • How to properly test your code and use test-driven-development
  • How to properly set up a workflow flow training, cross-validation, and testing
  • Scripting and logging techniques for automation and QA

Geared To

  • Business professionals who work with data and want to increase their capabilities
  • Data scientists and data engineers
  • Anyone interested in learning more data analysis and machine learning workflows
  • Those that are new to programming

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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TDWI has provided education to 95% of the Fortune 100 companies.
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