Logistic regression is another technique borrowed by machine learning from the field of statistics. It is the go-to method for binary classification problems (problems with two class values). In this post, you will discover the logistic regression algorithm for machine learning. After reading this post you will know: The many names and terms used when […]
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Linear Regression Tutorial Using Gradient Descent for Machine Learning
Stochastic Gradient Descent is an important and widely used algorithm in machine learning. In this post you will discover how to use Stochastic Gradient Descent to learn the coefficients for a simple linear regression model by minimizing the error on a training dataset. After reading this post you will know: The form of the Simple […]
R Machine Learning Mini-Course
From Developer to Machine Learning Practitioner in 14 Days In this mini-course you will discover how you can get started, build accurate models and confidently complete predictive modeling machine learning projects using R in 14 days. This is a big and important post. You might want to bookmark it. Let’s get started. Who Is This […]
Master Machine Learning Algorithms
Master Machine Learning Algorithms Finally Pull Back The Curtain And See How They Work With Clear Descriptions, Step-By-Step Tutorials and Working Examples in Spreadsheets You Learn Best By Implementing Algorithms From Scratch …But You Need Help With The First Step: The Math Developers Learn Fast By Trying Things Out… I’m a developer and I feel like I […]
How To Get Started With Machine Learning in R (get results in one weekend)
How do you get started with machine learning in R? R is a large and complex platform. It is also the most popular platform for the best data scientists in the world. In this post you will discover the step-by-step process that you can use to get started using machine learning for predictive modeling on […]
Your First Machine Learning Project in R Step-By-Step
Do you want to do machine learning using R, but you’re having trouble getting started? In this post you will complete your first machine learning project using R. In this step-by-step tutorial you will: Download and install R and get the most useful package for machine learning in R. Load a dataset and understand it’s structure using statistical summaries […]
Machine Learning Mastery With R
Machine Learning Mastery With R Discover The Most Popular Machine Learning Platform With Step-By-Step Tutorials And End-To-End Projects You Need R to Really Kick Ass at Applied Machine Learning …But You Don’t Want to Deep-Dive into Theory or Language Syntax Professional developers can pick-up R fast… As a developer, you know how to pick up […]
How To Use R For Machine Learning
There are a ton of packages for R. Which ones are best to use for your machine learning project? In this post you will discover the exact R functions and packages recommended for each sub task in a machine learning journey. This is useful. Bookmark this page. I’m sure you will be checking back time […]
Use R For Machine Learning
You should use R for machine learning. R is one of the most powerful machine learning platforms and is used by the top data scientists in the world. In this post you will learn why you should use R for machine learning. Let’s get started. Why You Should Care About R R is used by […]
Understand Any Machine Learning Tool Quickly (even if you are a beginner)
How can you learn about a machine learning tool quickly? Using the right tool can mean the difference between getting good predictions quickly and a project on which you cannot deliver. You need to evaluate machine learning tools before you use them. You need to know that a machine learning tool is right for you, right […]