What exactly are they and how do they interact?

When you begin learning anything new one of the things you grapple with is the lingo of the field you’re getting into. Clearly understanding the terms (and in some cases the symbols and acronyms) used in a field is the first and most fundamental step to understanding the subject matter itself. When I started out in Machine Learning, the concept of parameters and hyperparameters confused me a lot. If you are here I am supposing you also find it confusing. …


From the Business Problem to the Machine Learning Solution Addressing the Business needs

Summary of the stages of a machine learning project and some activities involved
Summary of the stages of a machine learning project and some activities involved
An infographic depicting the flow of a machine learning project __ (image by author)

Many businesses and organizations are turning to machine learning for solutions to challenging business goals and problems. Providing machine learning solutions to meet these needs requires that one follows a systematic process from problem to solution. The stages of a machine learning project constitute the machine learning pipeline. The machine learning pipeline is a systematic progression of a machine learning task from data to intelligence.

During our training as ML engineers, a lot of focus is invested in learning about algorithms, techniques, and machine learning tools but often, less attention is given to how to approach industry and business problems…

Kizito Nyuytiymbiy

AI enthusiast | Nascent Machine Learning Engineer & Consultant | www.linkedin.com/in/kizitonyuytiymbiy | https://twitter.com/KizitoNyu

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