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6 Top Secrets which Makes Machine Learning Enjoyable

Elshad Karimov
9 min readApr 5, 2024

Learning machine learning can seem tough because of all the math and code, but I found some tips that really helped me out. At first, I thought these were big secrets because nobody taught them, but they’re actually pretty simple things that everyone should know.

Photo by Kristina Flour on Unsplash

I’ve been studying machine learning for over five years, and it took me a while to figure these things out on my own. So, I want to share them with you so you don’t have to struggle like I did.

Secret 1 — Think of Math as a Language That Describes Ideas

First off, we often get math wrong by making it more complicated than it needs to be. When I was at university, my teachers would just show us a formula and expect us to get it. But that didn’t work for me. I realized I was looking at math all wrong. I was trying to understand every little part of the formula without seeing the big picture.

What helped me was to stop seeing math as just numbers and symbols. Instead, I started to think about what those numbers and symbols were trying to say. Like, when scientists come up with these formulas, they’re not just doing math for fun. They’re using math to describe their ideas.

For example, when you see a sum or a multiplication in a formula, it’s kind of like a…

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Elshad Karimov
Elshad Karimov

Written by Elshad Karimov

Software Engineer, Udemy Instructor and Book Author, Founder at AppMillers

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