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Machine Learning Algorithms with R in Business Analytics (Coursera)

One of the most exciting aspects of business analytics is finding patterns in the data using machine learning algorithms. In this course you will gain a conceptual foundation for why machine learning algorithms are so important and how the resulting models from those algorithms are used to find actionable [...]

Modern Regression Analysis in R (Coursera)

This course will provide a set of foundational statistical modeling tools for data science. In particular, students will be introduced to methods, theory, and applications of linear statistical models, covering the topics of parameter estimation, residual diagnostics, goodness of fit, and various strategies for variable selection and model comparison. [...]

Introduction to R Programming for Data Science (Coursera)

Apr 1st 2024
Introduction to R Programming for Data Science (Coursera)
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When working in the data science field you will definitely become acquainted with the R language and the role it plays in data analysis. This course introduces you to the basics of the R language such as data types, techniques for manipulation, and how to implement fundamental programming tasks. [...]

SQL for Data Science with R (Coursera)

Apr 1st 2024
SQL for Data Science with R (Coursera)
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Much of the world's data resides in databases. SQL (or Structured Query Language) is a powerful language which is used for communicating with and extracting data from databases. A working knowledge of databases and SQL is a must if you want to become a data scientist. The purpose of [...]

Data Analysis with R (Coursera)

Apr 1st 2024
Data Analysis with R (Coursera)
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Welcome to Data Analysis with R. Now that you have a basic understanding of R programming language fundamentals, it is time to put that knowledge to work! The R programming language is purpose-built for data analysis. R is the key that opens the door between the problems that you [...]

Inferential Statistics (Coursera)

This course covers commonly used statistical inference methods for numerical and categorical data. You will learn how to set up and perform hypothesis tests, interpret p-values, and report the results of your analysis in a way that is interpretable for clients or the public. Using numerous data examples, you [...]

Introduction to Business Analytics with R (Coursera)

Nearly every aspect of business is affected by data analytics. There are many powerful tools that can quickly process large amounts of data. For businesses to capitalize on data analytics, they need leaders who understand the data analytic process. Even more valuable are leaders who know how to analyze [...]

Big Data, Genes, and Medicine (Coursera)

This course distills for you expert knowledge and skills mastered by professionals in Health Big Data Science and Bioinformatics. You will learn exciting facts about the human body biology and chemistry, genetics, and medicine that will be intertwined with the science of Big Data and skills to harness the [...]

Bayesian Statistics: From Concept to Data Analysis (Coursera)

This course introduces the Bayesian approach to statistics, starting with the concept of probability and moving to the analysis of data. We will learn about the philosophy of the Bayesian approach as well as how to implement it for common types of data. We will compare the Bayesian approach [...]

Linear Regression and Modeling (Coursera)

This course introduces simple and multiple linear regression models. These models allow you to assess the relationship between variables in a data set and a continuous response variable. Is there a relationship between the physical attractiveness of a professor and their student evaluation scores? Can we predict the test [...]