Optimizing Machine Learning Performance

About this Course

This course synthesizes everything your have learned in the applied machine learning specialization. You will now walk through a complete machine learning project to prepare a machine learning maintenance roadmap. You will understand and analyze how to deal with changing data. You will also be able to identify and interpret potential unintended effects in your project. You will understand and define procedures to operationalize and maintain your applied machine learning model. By the end of this course you will have all the tools and understanding you need to confidently roll out a machine learning project and prepare to optimize it in your business context. To be successful, you should have at least beginner-level background in Python programming (e.g., be able to read and code trace existing code, be comfortable with conditionals, loops, variables, lists, dictionaries and arrays). You should have a basic understanding of linear algebra (vector notation) and statistics (probability distributions and mean/median/mode). This is the final course of the Applied Machine Learning Specialization brought to you by Coursera and the Alberta Machine Intelligence Institute (Amii).

Created by: Alberta Machine Intelligence Institute


Related Online Courses

Most people make the incorrect assumption that economics is ONLY the study of money. My primary goal in this course is to shatter this belief. During this course, we will be addressing the above... more
This Specialization is intended for anyone seeking to develop online, internet researching skills along with advanced knowledge of multimedia for the creation of digital objects such as... more
This Specialization is intended for both current and new product managers working in digital who want to apply a portfolio of modern practices to developing their products and teams. Through five... more
The specialization \"Construction Practices in Deep Excavations and Tunnels\" includes three interconnected courses, each spanning 10 to 12 hours, designed to provide an in-depth understanding of... more
Machine Learning, often called Artificial Intelligence or AI, is one of the most exciting areas of technology at the moment. We see daily news stories that herald new breakthroughs in facial... more

CONTINUE SEARCH

FOLLOW COLLEGE PARENT CENTRAL