Machine Learning Mastery

Journey of a machine learning practitioner

Machine Learning Mastery sent this email to their subscribers on November 2, 2023.

Hey, I want to share a little of my story with you.

It wasn’t that long ago that I was a developer interested in machine learning. I read blogs and websites and did not understand the theory or the math that I thought I needed before I could apply the algorithms.

I desperately wanted to get started applying machine learning but I was hung-up on the theory and the academic side and I could not move forward.

I knew the solution and was using it effectively, but it took me years to see it for what it was. As a professional developer, it was part of my job to stay on top of tools, techniques, APIs and programming languages. Like many developers, I did this by designing and executing small projects on the side that used a tool or technique in order for me to learn it through applying it.

It was difficult when my interest in machine learning was kindled. There were a few sites out there, but nothing that I felt spoke to me as first, as someone just plain interested in machine learning, and second as a professional developer. I spent hundreds of dollars on thick academic textbooks that I could not understand or appreciate until many years later.

Machine learning is described in academic language from books, papers and even websites. I felt (I now believe wrongly) that I had to get higher degrees to figure this stuff out. I quit my job and went back to school to earn a Masters and PhD degrees.

I completed my research work leveraging the skills I already had as a professional developer: designing and executing small projects in order to learn and master skills. I honestly believe that this skill is all you really need to do well in machine learning and that the higher degrees are a big waste of time (unless you love academics and research).

I came full circle and happily became a professional software developer again. I got to solve complex problems with machine learning techniques for real users that were interested and excited about the solutions. 

Now I am honored to help interested professional developers (like you) to get started and become awesome at applied machine learning by writing blog post tutorials and even step-by-step training material.

That's enough about me. 

I'd love to hear your story and why you're interested in machine learning?
Hit reply and fill me in.

Jason.

Text-only version of this email

Hey, I want to share a little of my story with you. It wasn’t that long ago that I was a developer interested in machine learning. I read blogs and websites and did not understand the theory or the math that I thought I needed before I could apply the algorithms. I desperately wanted to get started applying machine learning but I was hung-up on the theory and the academic side and I could not move forward. I knew the solution and was using it effectively, but it took me years to see it for what it was. As a professional developer, it was part of my job to stay on top of tools, techniques, APIs and programming languages. Like many developers, I did this by designing and executing small projects on the side that used a tool or technique in order for me to learn it through applying it. It was difficult when my interest in machine learning was kindled. There were a few sites out there, but nothing that I felt spoke to me as first, as someone just plain interested in machine learning, and second as a professional developer. I spent hundreds of dollars on thick academic textbooks that I could not understand or appreciate until many years later. Machine learning is described in academic language from books, papers and even websites. I felt (I now believe wrongly) that I had to get higher degrees to figure this stuff out. I quit my job and went back to school to earn a Masters and PhD degrees. I completed my research work leveraging the skills I already had as a professional developer: designing and executing small projects in order to learn and master skills. I honestly believe that this skill is all you really need to do well in machine learning and that the higher degrees are a big waste of time (unless you love academics and research). I came full circle and happily became a professional software developer again. I got to solve complex problems with machine learning techniques for real users that were interested and excited about the solutions.  Now I am honored to help interested professional developers (like you) to get started and become awesome at applied machine learning by writing blog post tutorials and even step-by-step training material. That's enough about me.  I'd love to hear your story and why you're interested in machine learning? Hit reply and fill me in. Jason. To make sure you keep getting these emails, please add [email protected] to your address book or whitelist us. Want out of the loop? . Our postal address: 151 Calle de San Francisco, Suite 200 - PMB 5072, San Juan, PR 00901
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