5-Steps To Get Started and Get Good at Machine Learning I teach a 5-step process that you can use to get your start in applied machine learning. It is unconventional. The traditional way to teach machine learning is bottom-up. Start with the theory and math, then algorithm implementations, then send you off to figure out […]
You Don’t Have To Implement Algorithms …if you’re a beginner and just getting started. Stop. Are you implementing a machine learning algorithm at the moment? Why? Implementing algorithms from scratch is one of the biggest mistakes I see beginners make. In this post you will discover: The algorithm implementation trap that beginners fall into. The […]
Getting started in deep learning is a struggle. It’s a struggle because deep learning is taught by academics, for academics. If you’re a developer (or practitioner), you’re different. You want results. The way practitioners learn new technologies is by developing prototypes that deliver value quickly. This is a top-down approach to learning, but it is not the way […]
Deep learning is a fascinating field of study and the techniques are achieving world class results in a range of challenging machine learning problems. It can be hard to get started in deep learning. Which library should you use and which techniques should you focus on? In this post you will discover a 14-part crash course […]
Deep Learning with Python Tap the Power of TensorFlow and Keras, Develop Your First Model, Achieve state-of-the-Art Results Why Are Deep Learning Models So Powerful? …the secret is “Representation Learning“ Deep learning techniques are so powerful because they learn the best way to represent the problem while learning how to solve the problem. This is […]
Machine Learning Mastery With Python Discover The Fastest Growing Platform For Professional Machine Learning With Step-By-Step Tutorials and End-To-End Projects Machine Learning Mastery with Python is for Developers ….with a little Background in Machine Learning …and LOTS of Interest in Making Accurate Predictions and Delivering Results I have carefully designed this Ebook for developers that already know a little background in […]
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 […]
After you have been using a tool for a while, you will develop a specific way of working with it. You may even have deep knowledge of the limitations of the tool and how to fix them, or be frustrated by specific features that are missing. You can augment machine learning tools to formalize the […]
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. […]
Getting started in machine learning can be frustrating. There’s so much to learn that it feels overwhelming. So much so that many developers interested in machine learning never get started. The idea of creating models on ad hoc datasets and entering a Kaggle competition sounds exciting a far off goal. So how did a Philosophy graduate get started in machine learning? […]
