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This course provides a case-based introduction to the exciting, high-demand field of machine learning. Students will learn to analyze large and complex datasets, build...

While specific colleges will, no doubt, provide additional orientation material, this course wanted to give some basic information about what life might be like at a large...

This course covers relevant systems, the principles on which they rely, their tradeoffs, and how to evaluate their utility against one`s requirements. Cloud computing, SQL and...

Statistical experiment design and analytics are at the heart of data science. In this course students will design statistical experiments and analyze the results using modern...

Visualization is the field of research in computer science that studies effective communication of quantitative results by linking perception, cognition, and algorithms to...

This online course gives an introduction to vocabulary and customs related to socializing and networking in English. The goal is to enable learners to interact with business...

This course examines structured representations for describing the documents in the corpus, including clustering and mixed membership models, such as latent Dirichlet allocation...

This series of 4 MOOCs (online courses) teaches participants to communicate effectively in English in professional contexts. (Some prior knowledge of English is...

In this course, the context is hosting an event and finding an appropriate venue for it. Participants will learn language and strategies for successful negotiations culminating...

In this course, students will get hands-on experience with machine learning from a series of practical case-studies. They will study how to predict house prices based on...

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...

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 language and techniques that will help participants make effective presentations in English. The final task is to develop a well-organized, persuasive...

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 course will teach learners vocabulary and skills related to participating in meetings. Participants will learn terms and phrases used both in email and in speaking to...