Machine Learning Mastery

Theory is not the best place to start

Machine Learning Mastery sent this email to their subscribers on February 21, 2024.

Hey, there are many paths into the field of machine learning and most start with theory.

A strategy for getting started and practicing the skill of applied machine learning is to design and execute small projects. 

The projects are:

  • Small in time (about 5-10 hours).
  • Small in scope (focus on one learning outcome).
  • Small in resources (your PC and open source software).

The objective of a small project is to learn one thing. With this approach, you can use to very quickly build up practical skills in machine learning. 
 
Small projects are small in a few dimensions to ensure that they completed and that you extract the learning benefits and move onto the next project. 
 
There are 4 types of small projects I suggest:

  1. Study a machine learning tool
  2. Study a machine learning dataset
  3. Study a machine learning algorithm
  4. Implement a machine learning algorithm
Learn more about small projects in the post:
 

     >> 4 Self-Study Machine Learning Projects
 
I'll speak to you soon.
 
Jason.

Text-only version of this email

Hey, there are many paths into the field of machine learning and most start with theory. A strategy for getting started and practicing the skill of applied machine learning is to design and execute small projects.  The projects are: * Small in time (about 5-10 hours). * Small in scope (focus on one learning outcome). * Small in resources (your PC and open source software). The objective of a small project is to learn one thing. With this approach, you can use to very quickly build up practical skills in machine learning.  Small projects are small in a few dimensions to ensure that they completed and that you extract the learning benefits and move onto the next project.  There are 4 types of small projects I suggest: 1. Study a machine learning tool 2. Study a machine learning dataset 3. Study a machine learning algorithm 4. Implement a machine learning algorithm Learn more about small projects in the post:      >> 4 Self-Study Machine Learning Projects I'll speak to you soon. 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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