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Article writer

Jakub Czakon

Mostly an ML person. Building MLOps tools, writing technical stuff, experimenting with ideas at Neptune.

Articles by the author

  • ML Tools

8 Best Data Science and Machine Learning Platforms For MLOps

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Jakub Czakon
- 4 min
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  • ML Tools

Best Tools to Do ML Model Monitoring

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Jakub Czakon
- 7 min
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  • MLOps

MLOps at a Reasonable Scale [The Ultimate Guide]

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Jakub Czakon
- 9 min
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  • ML Tools

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

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Jakub Czakon
- 5 min
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  • ML Model Development
  • MLOps

ML Experiment Tracking: What It Is, Why It Matters, and How to Implement It

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Jakub Czakon Kilian Kluge
- 10 min
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  • ML Tools

Best Tools to Manage Machine Learning Projects

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Jakub Czakon
- 6 min
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  • ML Model Development

A Complete Guide to Monitoring ML Experiments Live in Neptune

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Jakub Czakon
- 5 min
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  • General

Top Machine Learning Influencers – All the Names You Need to Know

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Jakub Czakon
- 10 min
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  • ML Tools

Optuna vs Hyperopt: Which Hyperparameter Optimization Library Should You Choose?

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Jakub Czakon
- 12 min
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  • ML Tools

Scikit Optimize: Bayesian Hyperparameter Optimization in Python

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Jakub Czakon
- 6 min
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  • ML Model Development
  • MLOps

Machine Learning Experiment Management: How to Organize Your Model Development Process

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Jakub Czakon Siddhant Sadangi
- 11 min
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  • ML Model Development

F1 Score vs ROC AUC vs Accuracy vs PR AUC: Which Evaluation Metric Should You Choose?

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Jakub Czakon
- 8 min
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