Tag

versioning

Featured

Feed image

Building a Machine Learning Platform [Definitive Guide]

Stephen Oladele, 8 min
Moving across the typical machine learning lifecycle can be a nightmare. From gathering and processing data to building models through experiments, deploying the best ones, and managing them at scale for continuous value in production—it’s a lot.  As the number of ML-powered apps and services grows, it gets overwhelming for data scientists and ML engineers…
Read more chevron

All posts

Feed image

Data Cleaning Process: How Should It Look Like?

by Fuad Adio, 8 min read
Read more chevron
Feed image

Code and Notebook Versioning for ML Teams [Tools]

by Stephen Oladele, 7 min read
Read more chevron
Feed image

A Comprehensive Guide to Data Preprocessing

by Samadrita Ghosh, 10 min read
Read more chevron
Feed image

Data Labeling Software: Best Tools for Data Labeling

by Krissanawat Kaewsanmua, 5 min read
Read more chevron
Feed image

Using Differential Privacy to Build Secure Models: Tools, Methods, Best Practices

by Shaistha Fathima, 8 min read
Read more chevron
Feed image

The Advantages of Synthetic Data Over Real Data

by Michael Naber, 3 min read
Read more chevron
Feed image

Best 7 Data Version Control Tools That Improve Your Workflow With Machine Learning Projects

by Jakub Czakon, 5 min read
Read more chevron
Feed image

Understanding Representation Learning With Autoencoder

by Nilesh Barla, 18 min read
Read more chevron

Manage your model metadata in a single place

Join 40,000+ ML Engineers & Data Scientists using Neptune to easily log, compare, register, and share ML metadata.