R Programming

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R Data Science Capstone Project (edX)

Self Paced
R Data Science Capstone Project (edX)
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Apply various data analysis and visualization skills and techniques you have learned by taking on the role of a data scientist working with real-world data sets. In this capstone course, you will apply various data science skills and techniques that you have learned as part of the previous courses [...]
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Visualizing Data with R (edX)

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Visualizing Data with R (edX)
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Learn about the ggplot2 data visualization package for R, creating map plots with geolocation data using Leaflet, and interactive dashboards to display your work on the web using the R Shiny package! In this course, you will learn about the Grammar of Graphics, a system for describing and building graphs, [...]
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Analyzing Data with R (edX)

Self Paced
Analyzing Data with R (edX)
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R is the key that opens the door between the problems you want to solve with data and the answers you need. This course walks you through the process of answering questions through data. The R programming language is purpose-built for data analysis. R is the key that opens [...]
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SQL Basics for Data Science with R (edX)

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SQL Basics for Data Science with R (edX)
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Build a baseline understanding about relational database concepts and learn how to apply foundational knowledge of the SQL and R languages through a series of hands-on labs to practice building and running SQL queries.
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Multilevel Modeling (Coursera)

Aug 9th 2021
Multilevel Modeling (Coursera)
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In this course, PhD candidates will get an introduction into the theory of multilevel modelling, focusing on two level multilevel models with a 'continuous' response variable. In addition, participants will learn how to run basic two-level model in R. The objective of this course is to get participants acquainted [...]
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Data Science with R - Capstone Project (Coursera)

Aug 9th 2021
Data Science with R - Capstone Project (Coursera)
Course Auditing
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In this capstone course, you will apply various data science skills and techniques that you have learned as part of the previous courses in the IBM Data Science with R Specialization or IBM Data Analytics with Excel and R Professional Certificate. For this project, you will assume the role [...]
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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 [...]
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Segment your market using factor analysis with R programming (Coursera)

If you ever thought of starting a new business or launching a new product, you’d probably already asked yourself: which type of products are the customers ordering? What type of competition are the products facing in this market? To answer these questions objectively, you can apply Factor Analysis to [...]
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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. [...]
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Introduction to Text Mining with R (Coursera)

This course gives you access to the text mining techniques that are used by top data scientists from all over the world. Since most information available online in the form of text, knowing when and how to use these techniques, algorithms and models will not only give you an [...]
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