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ONSITE EDUCATION

Your Team,
Our Instructors
Anywhere, Anytime

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

TDWI Onsite Brochure Download

Download the
Onsite Brochure

Download Now

REQUEST INFORMATION

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

Download the Onsite Brochure

Download Now

Contact Us to Get Started Today