Implementing Customer Segmentation Using Machine Learning
These days, you can personalize everything. There’s no one-size-fits-all approach. But, for business, this is actually a great thing. It creates a lot of space for healthy competition and opportun...
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Articles about How to Use Neptune
How to Use Neptune, ML Experiment Tracking, MLOps
Switching from Spreadsheets to Neptune.ai and How It Pushed My Model Building Process to the Next Level
Many ML projects, including Kaggle competitions, have a similar workflow. You start with a simple pipeline with a benchmark model.
Next, you begin incorporating improvements: adding featu...
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Articles about ML Experiment Tracking
Version Control Guide for Machine Learning Researchers
Version control is used to track and manage changes in your project, including key parameters, documentation, application, and a lot more. Version Control Systems (VCS) come in handy when multiple...
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Switching from Spreadsheets to Neptune.ai and How It Pushed My Model Building Process to the Next Level
Read more
Articles about ML Model Management
ML Model Management, ML Tools, MLOps
Explainability and Auditability in ML: Definitions, Techniques, and Tools
Imagine that you have to present your newly built facial recognition feature to the technical heads of a SaaS product. The presentation goes relatively well until the CTO asks you “so what exactly...
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Articles about MLOps
Version Control Guide for Machine Learning Researchers
Version control is used to track and manage changes in your project, including key parameters, documentation, application, and a lot more. Version Control Systems (VCS) come in handy when multiple...
Read more
Articles about ML Tools
ML Model Management, ML Tools, MLOps
Explainability and Auditability in ML: Definitions, Techniques, and Tools
Imagine that you have to present your newly built facial recognition feature to the technical heads of a SaaS product. The presentation goes relatively well until the CTO asks you “so what exactly...
Read more
