2016
pluralsight.com
Jerry Kurata
01:25:00
English

This course walks through the process of creating a machine learning prediction solution. The course introduces and uses R, the primary language for Machine Learning.
In this course, you will learn how developers and Data Scientists use Machine Learning to predict events based on data. Specifically, how to format your problem to be solvable, where to get data, and how to combine that data with algorithms to create models that can predict the future. Throughout this course we will use R, one of the best known Machine Learning languages. No previous R experience is required.

Course Overview
Course Overview
Understanding Machine Learning With R
Introduction
What Is Machine Learning?
Types of Machine Learning
Course Overview
Why This Course?
Understanding the Machine Learning Workflow
Machine Learning Workflow Overview
Asking the Right Question
From Question to Solution Statement
Preparing Your Data
Introduction to Data Preparation
Getting Data
Loading, Cleaning, and Inspecting Data
Molding Data
Selecting Your Algorithm
Introduction to Algorithm Selection
Selecting an Initial Algorithm
Training the Model
Introduction to Training
The Training Process
Training with R
Testing Your Model's Accuracy
Introduction to Evaluating the Model
Evaluating the Model with R
Improving Model Performance
Summary
The Journey so Far
Guides for Your Journey
The Journey from Here

http://0s.o53xo.obwhk4tbnrzwsz3ioqxgg33n.cmle.ru/courses/r-understanding-machine-learning

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