This specialization is for professionals who have heard the buzz around machine learning and want to apply machine learning to data analysis and automation. Whether finance, medicine, engineering, business or other domains, this specialization will set you up to define, train, and maintain a successful machine learning application. After completing all four courses, you will have gone through the entire process of building a machine learning project. You will be able to clearly define a machine learning problem, identify appropriate data, train a classification algorithm, improve your results, and deploy it in the real world. You will also be able to anticipate and mitigate common pitfalls in applied machine learning.
What you'll learn
define a machine learning problem
identify appropriate data for training
train a classification algorithm
improve model performance
deploy a machine learning application
anticipate and mitigate common pitfalls in applied machine learning
Course objectives
learn the entire process of building a machine learning project
apply machine learning techniques in various domains
gain in-demand skills for data analysis and automation