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This online course (MOOC) teaches the basics of statistics.It includes the following topics :Descriptive statistics, i.e. how to describe data: central tendency (mean, median),...
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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 course provides the foundation needed for a career in database development, data warehousing, or business intelligence, as well as for the entire Data Warehousing for...
This online course gives an introduction to computational social science, including its fundamental concepts and key applications.
This online course gives an initial introduction to data science and use of the MATLAB software.
This online course explores the ethical considerations regarding the privacy and control of consumer information and big data.
This online course teaches to move beyond the chatter and opinion surrounding parenting and learn about the scientific findings and data that can help you make sensible,...
This series of online courses gives an introduction to Data Analysis using the Python programming language.
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 is the first step of the Clinical Data Science Specialization. The course will teach learners how data is gathered, how data is formed, as well as basic SQL...
This online course teaches how to use Spark with Python for Big Data analysis.
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 course focused on ethics specifically related to data science will provide students with the framework to analyze these concerns. This framework is based on ethics, which...
This online course explores probabilistic models, including random processes and the basic elements of statistical inference.
This online course gives an introduction to Python programming for Data Science and Artificial Intelligence. It is the first course of a course series / Specialization on...
This online course explores how data science can help understand the environment. The course also introduces the tools used by statisticians and data scientists.
This online course explores the area of Data Science without any programming requirements.
This online course is designed to introduce participants to basic tools of theory building and data analysis in systems science and to apply those tools to better understand the...
This online course teaches how to use NumPy, Pandas, Seaborn, Matplotlib, Plotly, Scikit-Learn, Machine Learning, Tensorflow and more.
This online course gives a short introduction to machine learning and data science for everyone.
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...
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