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Building a Machine Learning Platform [Definitive Guide]

Stephen Oladele, 7 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…
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Deep Learning Guide: Choosing Your Data Annotation Tool

by Anton Morgunov, 7 min read
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What’s So Modern About the Modern Data Stack?

by Merelda Wu, 8 min read
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How to Deal With Imbalanced Classification and Regression Data

by Prince Canuma, 11 min read
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Data-Centric Approach vs Model-Centric Approach in Machine Learning

by Harshil Patel, 7 min read
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Top Model Versioning Tools for Your ML Workflow

by Akinwande Komolafe, 8 min read
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Dimensionality Reduction for Machine Learning

by Nilesh Barla, 10 min read
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Version Control for Machine Learning and Data Science

by Brain John, 8 min read
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Best Data Lineage Tools

by Ejiro Onose, 6 min read
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Data Lineage in Machine Learning: Methods and Best Practices

by Samadrita Ghosh, 7 min read
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How to Kick Off a Machine Learning Project With Less Data

by Samadrita Ghosh, 9 min read
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How to Do Data Labeling and Data Collection: Principles and Process

by Motunrayo Olugbenga, 7 min read
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Version Control Guide For Machine Learning Researchers

by Harshil Patel, 6 min read
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