Advanced Search

This course explores regularized linear regression models for the task of prediction and feature selection. Students will be able to handle very large sets of features and...

This online course program gives an introduction to artificial intelligence in a business environment. It includes topics such as probability and mathematics for machine...

Closely related to pattern recognition, Unsupervised Learning is about analyzing data and looking for patterns. It is an extremely powerful tool for identifying structure in...

This online course program explores the potential of machine learning in a business setting. It covers topics such as data analysis for machine learning, supervised learning...

In this course, students will create classifiers that provide state-of-the-art performance on a variety of tasks and will become familiar with some of the most successful...

This course teaches concepts of machine learning. Machine learning engineers build programs that dynamically perform the analyses that data scientists used to perform manually....

This online course series gives an introduction to Machine Learning and Deep Learning, using various tools and methods as well as practical applications.

This online course program explores foundational machine learning techniques, from data manipulation to unsupervised and supervised algorithms. Prior experience with Python is...

This online course gives a hands-on introduction to basic programming principles and practice relevant to modern data analysis, data mining, and machine learning.

This online course gives an introduction to developing deep learning models with Tensorflow (an open source machine library for deep learning).

This online course series gives an introduction to the key skills needed for data science, including probability and statistics, data analysis, and machine learning. Students...

This online course program gives an introduction to the mathematics required for applications in Machine Learning and Data Science. It includes Linear Algebra, Multivariate...

This course covers intermediate topics in data science. Students will gain hands-on experience with scalable SQL and NoSQL data management solutions, data mining algorithms, and...

This online course program explores the various applications of artificial intelligence. The courses include topics such as machine learning, deep learning and neural networks,...

This online video lecture series gives an introduction to Reinforcement Learning.

This online course shows how to design robot vision systems that avoid collisions, safely work with humans and understand their environment.

This series of online courses teaches how to carry out serverless data analysis and create machine learning models in the Google Cloud Platform.

This online course program gives an introduction to machine learning and artificial intelligence in healthcare. It includes modules on the healthcare system, clinical data and...

This online course program explores the fundamentals of data science. The courses include topics such as data science tools and methods, SQL and Python, and machine learning...

This online course gives a first introduction to Data Science.  It includes an overview of the following topics:Data ManipulationData Analysis with Statistics and Machine...