Machine Learning Specialization
Course Features
Duration
7 months
Delivery Method
Online
Available on
Limited Access
Accessibility
Desktop, Laptop
Language
English
Subtitles
English
Level
Intermediate
Effort
3 hours per week
Teaching Type
Self Paced
Course Description
Course Overview
International Faculty
Case Based Learning
Post Course Interactions
Case Studies,Hands-On Training,Instructor-Moderated Discussions
Skills You Will Gain
What You Will Learn
Apply regression, classification, clustering, retrieval, recommender systems, and deep learning
Represent your data as features to serve as input to machine learning models
Build an end-to-end application that uses machine learning at its core
Tune parameters with cross validation
Build a regression model to predict prices using a housing dataset
Build a classification model to predict sentiment in a product review dataset
Use techniques for handling missing data
Identify various similarity metrics for text data
Course Instructors
Emily Fox
Amazon Professor of Machine Learning