# How to build a Machine Learning portfolio in 2024?

DevFeed: [How to build a Machine Learning portfolio in 2024?](<https://devfeed.tech/articles/how-to-build-a-machine-learning-portfolio-in-2024-39163.md>)

Original publisher: [Read original article](<https://merinova.substack.com/p/how-to-build-a-machine-learning-portfolio>)

Author: Meri Nova

Published: 2024-10-16T19:14:35Z

Content type: tutorial

Language: en

Sources: [Meri Nova](<https://devfeed.tech/sources/meri-nova.md>)

Topics: [Machine Learning & Artificial Intelligence](<https://devfeed.tech/topics/machine-learning-artificial-intelligence.md>), [AI Engineering](<https://devfeed.tech/topics/ai-engineering.md>), [Software Engineering](<https://devfeed.tech/topics/software-engineering.md>), [clean-code](<https://devfeed.tech/topics/clean-code.md>)

Tags: [ai-engineering](<https://devfeed.tech/tags/ai-engineering.md>), [how-to](<https://devfeed.tech/tags/how-to.md>), [machine-learning](<https://devfeed.tech/tags/machine-learning.md>), [ml-engineering](<https://devfeed.tech/tags/ml-engineering.md>), [practical](<https://devfeed.tech/tags/practical.md>), [project](<https://devfeed.tech/tags/project.md>), [real-world](<https://devfeed.tech/tags/real-world.md>)

## AI overview

A practical guide to building a machine learning portfolio around a focused area of expertise. It presents the STEP framework: solve real-world problems, use relevant tools, follow strong engineering practices, and publish documented impact.

## Source excerpt

Learn about the 4 essential components of an outstanding ML portfolio and land your dream job.