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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 online course series gives an introduction to data science for beginners, including open source tools like Jupyter Notebooks, RStudio IDE, Apache Zeppelin, and OpenRefine.
This online course teaches about comprehensive data mining and machine learning with Python and Spark.
How do we infer which genes orchestrate various processes in the cell? How did humans migrate out of Africa and spread around the world? In this class these two seemingly...
This series of online courses explores algorithmic techniques for solving problems arising in computer science applications. It includes a deeper understanding of algorithms by...
This series of online courses teaches to analyze and visualize data in R and created reproducible data analysis reports, to understand the unified nature of statistical...
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 MOOC explores astronomical technology. It teaches how the technology works and how it has allowed astronomers to collect astronomical data.
This online course teaches how to use Spark with Python for Big Data analysis.
This online course provides a rigorous introduction to the R programming language, with a particular focus on using R for software development in a data science setting.
This course will provide an overview of many concepts, techniques, and algorithms in machine learning, from basic classification to decision trees and clustering.
This course gives an introduction to computer science and programming. Students will learn about: notions of computation, the Python programming language, some simple...
This course is an introduction to the statistics behind the most popular genomic data science projects. This is the sixth course in the Genomic Big Data Science Specialization...
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 online course series explores how to derive insights through data analysis and visualization using the Google Cloud Platform.
This online course teaches more than 20 hands-on examples of analyzing large data sets with Apache Spark, on your desktop or on Hadoop.
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 covers how to find the right people to fill out a data science team, how to organize them to give them the best chance to feel empowered and successful, and how to...
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 shows how to derive and solve a linear regression model, and apply it appropriately to data science problems.
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