Getting Started with Machine Learning
Using system thinking principles to guide your machine learning experiments allows you to maintain a deeper understanding of the elements that influence intelligent systems and will aid in avoiding the common pitfalls of machine learning projects.
Join me on O’Reilly’s Online Learning platform, Safari, for a hands-on introduction to machine learning. You’ll explore scalable project workflows and common pitfalls and walk through the steps for developing and deploying production-ready machine learning solutions. Throughout the course, I will incorporate systems thinking principles as a foundation for improving algorithmic performance, providing a deeper understanding of the assumptions and elements (systems) that will influence (train) your models. This hybrid approach integrating machine learning with systems thinking improves a project’s effectiveness and ultimately supports the goal of developing machine learning solutions that make a positive impact in the areas that matter.
Each course will feature a different use case. See below for course details and registration information.
|Course Date||Training Partner||Use Case||Course Details & Registration|
|May 10, 2018||O’Reilly Media (Safari)||Employee Time||https://www.safaribooksonline.com/live-training/courses/getting-started-with-machine-learning/0636920174691/|
|May 21, 2018||O’Reilly Media (Safari)||Creditworthiness||https://www.safaribooksonline.com/live-training/courses/getting-started-with-machine-learning/0636920176145/|
|June 12, 2018||O’Reilly Media (Safari)||Timesheets||https://www.safaribooksonline.com/live-training/courses/getting-started-with-machine-learning/0636920176190/|
|July 12, 2018||O’Reilly Media (Safari)||Predicting Loan Repayments||https://www.safaribooksonline.com/live-training/courses/getting-started-with-machine-learning/0636920176244/|
|September 5, 2018||O’Reilly Media (Safari)||TBA||https://www.safaribooksonline.com/live-training/courses/getting-started-with-machine-learning/0636920214137/|