Once you have chosen a machine learning tool you need to improve your skill in using it. Machine learning tools have a large number of features. Having a recipe for using a feature is not the same as deeply knowing how to use the feature, its limitations or its capabilities. Also, once you build skills […]
Jump-Start Using Any Machine Learning Tool With Recipes
How do you best use a machine learning tool to make accurate predictions? You select and use machine learning tools only to make your life easier on a machine learning project. The tools are exist to help you build models that make accurate predictions. It is important that you know how to best use them […]
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 […]
Map the Landscape of Machine Learning Tools
There are a lot of machine learning tools out there. Which ones should you use? What tools could actually be useful on your project? Choosing a tool is a big deal. The tools that you use for machine learning determine the results you can achieve. It is critical that you take the time to choose […]
How To Learn Any Machine Learning Tool
Machine learning tools save you time by automating aspects of a machine learning project. There are platforms that you can use to work through a machine learning project end-to-end. There are also libraries that provide capabilities for one piece of a machine learning project. Using the right machine learning tools is as important as using the right machine learning algorithms. But […]
Machine Learning Tools
Tools are a big part of machine learning and choosing the right tool can be as important as working with the best algorithms. In this post you will take a closer look at machine learning tools. Discover why they are important and the types of tools that you could choose from. Why Use Tools Machine learning tools […]
Basic Concepts in Machine Learning
What are the basic concepts in machine learning? I found that the best way to discover and get a handle on the basic concepts in machine learning is to review the introduction chapters to machine learning textbooks and to watch the videos from the first model in online courses. Pedro Domingos is a lecturer and professor on machine […]
Useful Things To Know About Machine Learning
Do you want some tips and tricks that are useful in developing successful machine learning applications? This is the subject of a journal article from 2012 titled “A Few Useful Things to Know about Machine Learning” (PDF) by University of Washing professor Pedro Domingos. It’s an in interesting read with a great opening hook: developing successful machine […]
Tour of Real-World Machine Learning Problems
Real-world examples make the abstract description of machine learning become concrete. In this post you will go on a tour of real world machine learning problems. You will see how machine learning can actually be used in fields like education, science, technology and medicine. Each machine learning problem listed also includes a link to the publicly available […]
Interview: How a Beginner Used Small Projects To Get Started in Machine Learning
It is valuable to get insight into how real people are getting started in machine learning. In this post you will discover how a beginner (just like you) got started and is making great progress in applying machine learning. I find interviews like this absolutely fascinating because of all of the things you can learn. […]