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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...
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This course features a real-world case study. In response to business requirements presented in a case study, students will design and build a small data warehouse, create data...
This course gives a broad overview of the field of graph analytics to learn new ways to model, store, retrieve and analyze graph-structured data.
This course covers the essential exploratory techniques for summarizing data. It will cover in detail the plotting systems in R as well as some of the basic principles of...
This course teaches how to transform information from a format efficient for computation into a format efficient for human perception, cognition, and communication and explores...
This online course program provides an introduction to topics in single and multivariable calculus, and focuses on using calculus to address questions in the natural and social...
Internet search uses textual queries. These are strings from the point of view of computer science. To make sense of all that information and make search efficient, search...
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 online course program teaches learners with prior programming and data analysis skills how to build machine learning models and other more advanced skills. It also kncludes...
This course teaches how to identify the right statistical test for the questions asked - apply and carry out hypothesis tests - generalize the results from samples to larger...
This online course teaches GRU, LSTM, and more modern deep learning, machine learning, and data science skills. Most of the work will be done in Numpy, Matplotlib, and Theano.
This course focuses on exploring data to make students understand the data’s underlying structure and variables, to develop intuition about the data set, to consider how that...
This course will introduce open source tools used for parallel, distributed and scalable machine learning. After completing this course’s hands-on projects with KNIME and...
This online course explores how the games industry can use big data to enhance the gaming experience and increase profits.
This online course program teaches intermediate and advanced statistical modeling techniques for data science. In particular, learners will become proficient in the theory and...
In this Computer Science course, students will start by learning basic data types, such as numbers, and gradually build a conceptual framework for organizing and managing...
This online course program aims to provide business leaders and managers with strategies and guidelines for how best to solve the various challenges of building data science...
This class will cover an introduction to command line tools for managing genomic data. It will start with basic Unix commands for managing files and directories, followed by a...
This online course gives an introduction to data science. It explores one of the most internationally-recognized processes for solving data-science problems.
This online course program explores the methods modern computer science has to offer to the field of healthcare. Topics include health data analysis, different types of neural...
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