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The 10 Coolest Machine Learning Tools Of 2021 (So Far)

Rick Whiting

Developing and deploying machine learning models can be a complex chore. Here are 10 cool machine learning software tools that have caught our attention this year.

Iterative.ai DVC Studio

In June machine learning operations (MLOps) startup Iterative.ai launched DVC Studio, a visualized user interface based on the Data Version Control (DVC) and Continuous Machine Learning (CML) open-source projects. Iterative.ai is the company behind the development of those projects and DVC Studio is its first commercial product.

DVC studio simplifies ML model development and enhances collaboration by extending traditional software tools like Git and CI/CD (continuous integration and continuous delivery) to meet the needs of ML researchers, ML engineers and data scientists.

 
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Rick Whiting

Rick Whiting has been with CRN since 2006 and is currently a feature/special projects editor. Whiting manages a number of CRN’s signature annual editorial projects including Channel Chiefs, Partner Program Guide, Big Data 100, Emerging Vendors, Tech Innovators and Products of the Year. He also covers the Big Data beat for CRN. He can be reached at rwhiting@thechannelcompany.com.

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