Analytics using R
Learn to analyze data using R, create visual reports, and apply statistical methods to make better decisions. This course helps beginners understand data analysis and R programming easily.
Contact UsWhat You’ll Learn
Introduction to R and Machine Learning
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Introduction to R
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Machine Learning
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Supervised Learning
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Unsupervised Learning
Foundations of R Programming
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Variables and Data Types
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Math with R
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Conditional Statements in R
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Data Collections
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Text Processing in R
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User-Defined Functions
Data Exploration and Visualization
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Import Libraries and Data
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Describe and Explore Data
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Tidyverse - Package with Super Powers
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Plots using ggplot2
Model Development and Testing
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Select and Build Model
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Model Performance Measurement
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Model One - Probability of Default
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Test Model on Sample Data
Advanced Analytics with R
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Model Two - Customer Segmentation
Data Preparation and Cleaning
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Data Cleaning and Encoding
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Remove Outliers
6
Sections
21
Chapters
Why Train with ByteSize?
Free Access to LMS with AI Q&A
Enjoy complimentary access to our Learning Management System (LMS) with AI-powered Question & Answer features to enhance your learning experience.
Surveys, Quizzes and Games
Make learning interactive and engaging with our innovative tools like surveys, quizzes, and games tailored to boost retention and fun.
Access to Learner Dashboard
Monitor learner progress with our comprehensive dashboards, providing real-time insights to measure engagement and performance.
Let’s Build Your Team’s Skills
Take the first step to transform your organization with data analytics. Fill out the form, and we’ll get back to you with a tailored solution.