You're learning Machine Learning the wrong way!

How Beginners Get It Wrong In Machine Learning

The 5 Most Common Mistakes That Beginners Make And How To Avoid Them. I help beginners get started in machine learning. But I see the same mistakes in both mindset and action again and again. In this post, you will discover the 5 most common ways that I see beginners slip-up when getting started in machine ...

You're Doing it Wrong. Why Machine Learning Does Not Have to Be So Hard

Technical topics like mathematics, physics, and even computer science are taught using a bottom-up approach. This approach involves laying out the topics in an area of study in a logical way with a natural progression in complexity and capability. The problem is, humans are not robots executing a learning program.

Machine Learning for Programmers

Leap From Developer To Machine Learning Practitioner or, my answer to the question: How Do I Get Started In Machine Learning? I'm a developer. I have read a book or some posts on machine learning. I have watched some of the Coursera machine learning course. I still don't know how to get started...

Why Do Developers Find It Hard To Learn Machine Learning?

Machine learning (ML) is touted as the most critical skill of current times. Artificial intelligence (AI), an application of ML, is becoming pervasive. From autonomous vehicles to self-tuned databases, AI and ML are found everywhere. Industry analysts often refer to AI-driven automation as the job killer.

5 Techniques To Understand Machine Learning Algorithms Without the Background in Mathematics

Where does theory fit into a top-down approach to studying machine learning? In the traditional approach to teaching machine learning, theory comes first requiring an extensive background in mathematics to be able to understand it. In my approach to teaching machine learning, I start with teaching you how to work problems end-to-end and deliver results.

A Beginner's Guide to AI/ML 🤖👶 - Machine Learning for Humans - Medium

This series is available as a full-length e-book!Download here . Free for download, contributions appreciated (paypal.me/ml4h ) Technical people who want to get up to speed on machine learning quickly Non-technical people who want a primer on machine learning and are willing to engage with technical concepts Anyone who is curious about how machines think This guide is intended to be accessible to anyone.

The Best Machine Learning Resources - Machine Learning for Humans - Medium

This article is an addendum to the seriesMachine Learning for Humans 🤖👶, a guide for getting up-to-speed on machine learning concepts in 2-3 hours. Going to school for a formal degree program for isn't always possible or desirable. For those considering an autodidactic alternative, this is for you.