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This online course teaches data science techniques for professionals and students - learn the theory behind logistic regression and code in Python.
This online course teaches about comprehensive data mining and machine learning with Python and Spark.
This online course gives an introduction to Excel for data analysis. It includes cleaning and preparing data, automating data analysis, and transforming, linking, and...
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 program shows how to design data models, build data warehouses and data lakes, automate data pipelines, and work with massive datasets.
This course teaches how to use tools from the Bioconductor project to perform analysis of genomic data. This is the fifth course in the Genomic Big Data Specialization from...
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 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 gives an introduction to data science. It includes the data science toolbox of mathematics, statistics, Python, advanced statistics in Python, machine...
This online course gives an introduction to programming using the language "R", a popular language for statistical computing and graphics in data science and other domains.
This series of MOOCs covers R software development for building data science tools. It helps participants to learn modern software development practices to build tools that are...
This course focuses on data science in real life. It will contrast the ideal with what happens in real life. By contrasting the ideal, students will learn key concepts that will...
This online course program explores health informatics applications through a series of individual online courses. Topics include the technical context, measuring outcomes, and...
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 the foundations of probability and its relationship to statistics and data science.
This online course shows learners how to optimize their interviewing skills for technical data science interviews.
This online course series explores the fundamentals of data structures and algorithms with a focus on data science applications. It is designed for learners who are interested...
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...
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