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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 online course gives an introduction to data science. It explores one of the most internationally-recognized processes for solving data-science problems.

In this course, students will learn how to apply Supervised, Unsupervised and Reinforcement Learning techniques for solving a range of data science problems.

This MOOC gives an introduction to Python and includes data analysis techniques.

This online course shows learners how to optimize their interviewing skills for technical data science interviews.

This online course teaches how to use the R programming language for data science and machine learning and data visualization.

This online course gives an introduction to deep learning (DL) methods, healthcare data and applications using DL methods.

Search engines are essential tools for managing and mining big text data. This course teaches how search engines work, the major search algorithms, and how to optimize search...

This online course teaches data science techniques for professionals and students - learn the theory behind logistic regression and code in Python.

This online course helps to learn the foundations of probability and statistics.

This course will provide an overview of many concepts, techniques, and algorithms in machine learning, from basic classification to decision trees and clustering.

This online course explores how to perform data analysis using MongoDB's Aggregation Framework.

This course will teach its students how to start from scratch in answering questions about the real world using data. The model building process involves setting up ways of...

Process mining is the missing link between model-based process analysis and data-oriented analysis techniques. Through concrete data sets and easy to use software the course...

This online course explores probabilistic models, including random processes and the basic elements of statistical inference.

Through this course, students learn how to go through the entire data analysis process.

This course will cover the theory and the fundamentals of the emerging science of Sabermetrics. Students will discuss the game of baseball, not through consensus or a fan's...

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 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 online course explores how the games industry can use big data to enhance the gaming experience and increase profits.