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This course is an introduction to basic statistical concepts and R programming skills necessary for analyzing data in the life sciences.
This online course explores how to build and incorporate ethical frameworks in AI and Big Data technology and business initiatives to add transparency, build trust, and drive...
This MOOC teaches about probability distribution models, including normal distribution, and continuous random variables to prepare participants for a career in information and...
This MOOC aims to provide a succinct overview of the emerging discipline of Materials Informatics at the intersection of materials science, computational science, and...
This online course program explores the fundamentals of data science. The courses include topics such as data science tools and methods, SQL and Python, and machine learning...
This course is an introduction to probabilistic models, including random processes and the basic elements of statistical inference.
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 master’s program is designed to give a broad array of professionals the necessary skills to further a career in data science.
This series of online courses gives an introduction to data analysis and data science.Participants will be introduced to tools such as Excel, Tableau, and MySQL to analyze data,...
This course discusses following questions: What’s the “hype” surrounding the Big Data phenomenon? Who are these mysterious data scientists everyone is talking about? What kinds...
This online course teaches how to use NumPy, Pandas, Seaborn, Matplotlib, Plotly, Scikit-Learn, Machine Learning, Tensorflow and more.
This course series gives an in-depth introduction to Data Analytics.The courses were designed with experts and scientists at leading technology companies to ensure that learners...
This MOOC teaches some advanced Excel skills - including index formulas, logical text and nested functions. It also explores data connections to external databases, and Visual...
This online course program gives an introduction to relational databases. It includes database design, database software fundamentals, how to use the Structured Query Language...
This series of online courses covers the fundamentals of surveys as used in market research, evaluation research, social science and political research, official government...
This online course series explores the fundamental mathematics toolkit of machine learning and data science. It includes modules on linear algebra, calculus and...
Process mining is the missing link between model-based process analysis and data-oriented analysis techniques. Through concrete data sets and easy to use software the course...
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 program gives an introduction to clinical data science. It uses statistics and programming to provide examples of specific challenges, tools, and...
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...
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