R Machine Learning solutions
MP4 | Video: AVC 1280×720 | Audio: AAC 44KHz 2ch | Duration: 8.5 Hours | 1.81 GB
Genre: eLearning | Language: English
R is a statistical programming language that provides impressive tools to analyze data and create high-level graphics. This video course will take you from very basics of R to creating insightful machine learning models with R. You will start with setting up the environment and then perform data ETL in R.
Data exploration examples are provided that demonstrate how powerful data visualization and machine learning is in discovering hidden relationship. You will then dive into important machine learning topics, including data classification, regression, clustering, association rule mining, and dimensionality reduction.
Style and Approach
This easy-to-follow guide is full of hands-on examples of data analysis with R. Each topic is fully explained beginning with the core concepts, followed by step-by-step, practical examples and concluding with detailed explanations of each concept used
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