R Data Analytics Projects [Video]
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Free ChapterGetting Started with R and Machine Learning
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Let's Help Machines Learn
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Predicting Customer Shopping Trends with Market Basket Analysis
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Building a Product Recommendation System
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Credit Risk Detection and Prediction – Descriptive Analytics
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Credit Risk Detection and Prediction – Predictive Analytics
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Social Media Analysis – Analyzing Twitter Data
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Sentiment Analysis of Twitter Data
With powerful features and packages, R empowers users to build sophisticated machine learning systems to solve real-world data problems.
This video course takes you on a data-driven journey that starts with the very basics of R and machine learning. You will then work on three different projects to apply the concepts of machine learning. Each project will help you to understand, explore, visualize, and derive domain- and algorithm-based insights.
By the end of this course, you will have learned to apply the concepts of machine learning to data-related problems and solve them with help of R.
All the code and supporting files for this course are available on Github at
https://github.com/PacktPublishing/R-Data-Analytics-Projects
Style and Approach
The course is an enticing journey that starts from the very basics and gradually picks up the pace as it unfolds. Each topic is explained with the help of a project that solves a real-world problem hands-on, thus giving you a deep insight into the world of machine learning.
- Publication date:
- May 2018
- Publisher
- Packt
- Duration
- 4 hours 15 minutes
- ISBN
- 9781789536829