The Path of Experts in Machine Learning

The Path of Experts in Machine Learning

The Path of Experts in Machine Learning. A guide for those who are self-taught or coming from a new field along with a list of resources.

Introduction:

Allow me to preface with the fact that I am nowhere near an expert in Machine Learning. I am not writing this article to pretend that I am either. Talk to me in 15 years and then I might consider myself to be approaching the expert title. I am on a path of learning something new and implementing it in real world situations every single day. This mindset is needed in the field and is a given for success.

Mindset:

Like almost every other path to success, it all begins with a healthy mindset. If you cannot believe in yourself to be successful, then who will?

It is extremely easy to compare yourself to the Ian GoodfellowsAndrew Ngs, and Lex Fridmans of the world. I do it all the time. However, the only thing they really have when compared to me is time — which is why they are who they are today. They decided to forge their own path, put in the work, deal with the stresses that come with that work and let time take its course. You and I —nothing more than rookies when compared to Ian, Andrew, and Lex— must do the same.

Patience mixed with long-term thinking will always yield success. If you want success quick, you can probably do it. Discussing the sustainability of that success is another conversation, however. Your mindset is key in deterring short term gratification for long term gains. This is the best sacrifice you can make for yourself, because you get to choose that sacrifice. My guess is that when you see those long term gains finally manifest, you won’t look back at what you did as a sacrifice.

With all of this being said, I would like to also hand off some of my favorite free resources for this field in hopes that your career will benefit from it.

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Bootstrap 5 Complete Course with Examples

Bootstrap 5 Tutorial - Bootstrap 5 Crash Course for Beginners

Nest.JS Tutorial for Beginners

Hello Vue 3: A First Look at Vue 3 and the Composition API

Building a simple Applications with Vue 3

Deno Crash Course: Explore Deno and Create a full REST API with Deno

How to Build a Real-time Chat App with Deno and WebSockets

Convert HTML to Markdown Online

HTML entity encoder decoder Online

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Practice your skills in Data Science with Python, by learning and then trying all these hands-on, interactive projects, that I have posted for you.