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This online course gives an introduction to linear algebra, which is used in applications such as statistics and data science.
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 MOOC teaches fundamental concepts of mathematical probability to prepare participants for a career in the growing field of information and data science.
This online course teaches how to use NumPy, Pandas, Seaborn, Matplotlib, Plotly, Scikit-Learn, Machine Learning, Tensorflow and more.
This online course explores the area of Data Science without any programming requirements.
This online course explores the foundations of probability and its relationship to statistics and data science.
This series of online courses explores the fundamental building blocks of data science, including statistics, data analysis, data visualization, programming with SQL and Python,...
This short online course gives an overview of what data science is.
Through this course, students learn how to go through the entire data analysis process.
This online course gives an introduction to Precision Medicine. It includes precision-medicine era diagnostics, treatment selection, genetic counseling, public health...
This online course explores how to analyze data in Python, using multi-dimensional arrays in numpy, manipulating DataFrames in pandas, using SciPy library of mathematical...
This short online course gives an overview of open source tools for data science, such as Jupyter Notebooks, RStudio IDE, Apache Zeppelin and Data Science Experience.
This online course (MOOC) teaches the basic building blocks of R.
This course teaches how to manage, describe, summarize and visualize data. Students will choose a research question based on available data and engage in the early decisions...
This MOOC teaches about probability distribution models, including normal distribution, and continuous random variables to prepare participants for a career in information and...
This online course teaches how to apply computational thinking in data science.
This online course teaches data science and analytics with R.
This course is an introduction to the main tools and ideas in the data scientist's toolbox. The course gives an overview of the data, questions, and tools that data analysts and...
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 gives an introduction to the basic data and statistical techniques that underpin data analysis in finance.
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