Data Science is not Rocket Science

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Importance of Model Calibration: Techniques & Benefits
Learn the importance of model calibration. Discover techniques like Platt scaling & Isotonic regression for aligning predicted scores with true…
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Alan Krumholz
1
Accurately Forecasting Sales Months in Advance with ML
Learn how we utilized AutoML to accurately forecast clothing sales months in advance, resulting in millions of dollars in revenue and fewer leftovers.
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Alan Krumholz
The Next Frontier for AutoML: Learning Custom Embeddings
Learn how custom embeddings can transform machine learning for businesses. Explore the Two Tower model and Graph Neural Networks for creating potent…
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Alan Krumholz
Computer Vision: Frictionless Mobile Document Digitization
Discover our solution to streamline the document digitization process. Learn how we utilized GCP AutoML vision and NLP to develop a scalable API for…
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Alan Krumholz
Navigate A/B Testing Pitfalls: Avoid False Positives
Learn how to avoid false positives in A/B testing by carefully selecting key variables and utilizing the appropriate p-value threshold.
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Alan Krumholz
2
Optimal Pricing for Revenue Maximization
Learn how our optimal pricing strategy, using a binary classification model and neural network ensemble, helped increase company revenue by millions.
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Alan Krumholz
2
Online Ad Experiment: Comparing Ad Channels
Learn the results of a recent online ad experiment, comparing different ad channels for increasing subscribers to my publication.
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Alan Krumholz
Data Science is not Rocket Science
Data Science is not Rocket Science
Simple and effective solutions to real business problems
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Data Science is not Rocket Science

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