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How Feedback Loops Lead to Rapid Transformation in AI and Life
Hey! A feedback loop is a powerful mental model that can lead to rapid transformation when it’s exploited. In this newsletter, let’s break down a
Wisdom From the Average: A Powerful ML Frame of Mind
Hey! In machine learning, “regression to the mean” is an important concept for evaluating models. Simply put, regression to the mean is the idea that
Blinded By Expertise: Avoid Bias in AI and Life
Hey! In machine learning (ML), there is a balance between applying your expertise and acting as if you know nothing. Expertise can be a powerful
Explore vs Exploit: Navigate Your Path to Success Like an RL Agent
Hey! Reinforcement learning (RL) is a type of machine learning where an “agent” learns to make decisions by trial and error. The agent needs to
A Simple AI Razor: Cut Through Your Problems
Hey! In machine learning it’s common to think “simpler is better” Simpler models are easier to explain and understand. You can easily put a trend-line
Garbage In, Garbage Out
Hey! In machine learning people talk about “Garbage In, Garbage Out” when referring to the data that is used to train a ML model. This
The Gravity of Everyday Things
Hey! I was reading Andrew Ng’s newsletter the other day and he mentioned a very interesting concept that I think can serve as a useful
2024 March
Hey! I’ve decided to shift the focus of these newsletters from teaching machine learning to sharing interesting concepts, personal insights, engaging articles, and more resources
2024 February Newsletter
Hey! MY QUICK UPDATES THOUGHTS, INSIGHTS, AND ADVICE RANDOM LEARNINGS, KNOWLEDGE, AND REMINDERS MY NEW CONTENT Michael Hammer POPULAR CONTENT Feel free to respond to
Essential Machine Learning Topics: A Study Guide and Roadmap
The purpose of this study guide is to provide an introductory list of machine learning topics that you should know if you’re trying to become