Data Science and Machine Learning

AIW02 Machine Learning 101 for Developers


8:00am - 9:15am

Level: Introductory

Jen Underwood


Impact Analytix, LLC

Machine learning today is easy enough for developers of all skill levels to use. From building intelligent applications to monitoring churn or predicting service downtime, there are countless use cases you can explore to get started. In this demo intensive session, we will walk through how machine learning algorithms work using Python. Participants will be introduced to fundamental machine learning terms, concepts, techniques and tools. We will cover the entire machine learning life-cycle from selecting the right types of problems to solve to preparing data properly, building models, understanding results, evaluating model performance, and deploying predictive models into apps.

You will learn:

  • About machine learning project life-cycle
  • How to build, evaluate and deploy machine learning models
  • How to use models in apps and reports