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Statistical experiment design and analytics are at the heart of data science. In this course students will design statistical experiments and analyze the results using modern...
This series of online courses gives an introduction to Data Analysis using the Python programming language.
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 explores programming in R and R Studio as well as key concepts of data analytics, data science, statistical analysis and GGPlot2.
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 class provides an introduction to the Python programming language and the iPython notebook. This is the third course in the Genomic Big Data Science Specialization from...
This MOOC includes basic Excel functions as well as topics like using pivot tables, charts and graphs.
This online course gives an introduction to the basic data and statistical techniques that underpin data analysis in finance.
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 how to use NumPy, Pandas, Seaborn, Matplotlib, Plotly, Scikit-Learn, Machine Learning, Tensorflow and more.
This course explores algorithms for mining and analyzing big text data to discover interesting patterns, extract useful knowledge, and support decision making.
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 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 course will cover the basic ways that data can be obtained. The course will cover obtaining data from the web, from APIs, from databases and from colleagues in various...
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 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 explores Spark and Scala for Big Data applications, including Spark 2.0 DataFrames.
This online course explores the ethical considerations regarding the privacy and control of consumer information and big data.
This online course gives an initial introduction to data science and use of the MATLAB software.
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...
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