2025 Top supervised and unsupervised ML models

 I just google and read some articles,also asked Grok, Gemini, ChatGpt to search together, and I organized the following 2 table for top supervised and unsupervised models people commonly used.

Article Share: A Practical Guide to Choosing the Right Algorithm for Your Problem: From Regression to Neural Networks

 I've just read a good article from machine learning mastery.com ( https://machinelearningmastery.com )

You can check this article: A Practical Guide to Choosing the Right Algorithm for Your Problem: From Regression to Neural Networks

It talks about how you should choose the ML model in the analysis.

https://machinelearningmastery.com/practical-guide-choosing-right-algorithm-your-problem 

Understand Machine Learning Workflow || Easy-Review || Beginner friendly

 Machine Learning (ML) is a powerful tool that can help solve many real-world problems, from predicting stock prices to recognizing faces in images. However, for a model to work effectively, there’s a systematic process to follow. This process is known as the Machine Learning Workflow. Whether you're building your first ML model or just getting familiar with the process, understanding this workflow is crucial.

In this post, we'll walk through the steps involved in an ML workflow, starting from defining the problem to maintaining the model in production. By the end, you'll have a good understanding of the basics of ML development.