This course introduces R programming environment as a way to have hands-on experience with Data Science. It starts with a few basic examples in R before moving onto doing statistical processing. The course then introduces Machine Learning with techniques such as regression, classification, clustering, and density estimation, in order to solve various data problems.
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Data Science With R
The course then introduces Machine Learning with techniques such as regression, classification, clustering, and density estimation, in order to solve various data problems.
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This course contains:
Table of contents
You will learn
✓ Loading structured data in a R environment for processing
✓ Creating descriptive statistics and visualizations
✓ Finding correlations among numerical variables
✓ Using regression analysis to predict the value of a continuous variable
✓ Building classification models to organize data into pre-determined classes
✓ Organizing given data into meaningful clusters
✓ Applying basic machine learning techniques for solving various data problems
This course is for
• Anyone who plans a career in data scientist,
• Software developer whom want to learn data science,
How much does the Data Science With R course cost? Is it worth it?
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Who is the instructor? Is Chirag Shah a SCAM or a TRUSTED instructor?
My research interests include studies of interactive information retrieval/seeking, trying to understand the task a person is doing and providing proactive recommendations. I also study social media and data generated by wearable devices as kinds of signals that can help us understand and impact human behaviors. I apply them to various problems related to search, personalization, and recommendation. Recently I have also been exploring ways to reduce bias and bring fairness in search and in general in Machine Learning. My work falls under and uniquely connects Computer Science, Data Science, and Information Science.
I received my PhD in Information Science from University of North Carolina (UNC) at Chapel Hill. I hold an MTech, Computer Science & Engineering from Indian Institute of Technology (IIT) Madras, India and an MS, Computer Science from University of Massachusetts (UMass) Amherst. I have published and talked extensively on topics related to social and collaborative information seeking, interactive information retrieval, and social media. I have served as a consultant to the United Nations Data Analytics on various Data Science projects involving social and political issues, peacekeeping, climate change, and energy.