O'Reilly logo

C# Machine Learning Projects by Yoon Hyup Hwang

Stay ahead with the world's most comprehensive technology and business learning platform.

With Safari, you learn the way you learn best. Get unlimited access to videos, live online training, learning paths, books, tutorials, and more.

Start Free Trial

No credit card required

Steps for building ML models

As discussed in Chapter 1Basics of Machine Learning Modeling, it can be challenging for aspiring data scientists and ML engineers to understand the flow and approaches to building real-world ML models that will be used in production systems. We have discussed the steps for building machine learning models in detail in Chapter 1, Basics of Machine Learning Modelingand we have followed those steps in each of the projects that we have worked on so far. The following diagram should be a good recap of the essential steps in building real-world ML models:

As you should already, we always start a ML project with the ...

With Safari, you learn the way you learn best. Get unlimited access to videos, live online training, learning paths, books, interactive tutorials, and more.

Start Free Trial

No credit card required