Do you have data and wonder what it can tell you? Do you need a deeper understanding of the core ways in which machine learning can improve your business? Do you want to ...
In our first case study, predicting house prices, you will create models that predict a continuous value (price) from input features (square footage, number of bedrooms a...
In our case study on analyzing sentiment, you will create models that predict a class (positive/negative sentiment) from input features (text of the reviews, user profile...
A reader is interested in a specific news article and you want to find similar articles to recommend. What is the right notion of similarity? Moreover, what if there are ...
Statistical experiment design and analytics are at the heart of data science. In this course you will design statistical experiments and analyze the results using modern ...
This course is an introduction to the basic concepts of programming languages, with a strong emphasis on functional programming. The course uses the languages ML, Racket,...
This course provides an introduction to basic computational methods for understanding what nervous systems do and for determining how they function. We will explore the c...
This course is an introduction to the basic concepts of programming languages, with a strong emphasis on functional programming. The course uses the languages ML, Racket,...
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