Data Science is not Rocket Science

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…

Mar 21, 2023 • 

Alan Krumholz

2

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.

Mar 15, 2023 • 

Alan Krumholz

2

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…

Mar 1, 2023 • 

Alan Krumholz

1

February 2023

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…

Feb 15, 2023 • 

Alan Krumholz

2

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.

Feb 1, 2023 • 

Alan Krumholz

1

2

January 2023

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.

Jan 17, 2023 • 

Alan Krumholz

1

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.

Jan 4, 2023 • 

Alan Krumholz

3

December 2022

Combating Ad Fraud with Advanced Bot Detection Solutions

Learn how our team improved a service to detect bots engaging in online ad fraud, discover our approach and the impact of our solution.

Dec 20, 2022 • 

Alan Krumholz

3

Analyzing Customer Conversations with NLP

Discover how we leveraged NLP models to analyze thousands of customer service calls, identify common issues, and improve client satisfaction.

Dec 5, 2022 • 

Alan Krumholz

2

November 2022

AutoML Stops Fraudulent Merchants

Learn how we identified online merchants selling prohibited products and shut them down to protect acquiring banks from fraudulent transactions.

Nov 22, 2022 • 

Alan Krumholz

1

How AI tools helped me create this data science post

Reveal how AI tools streamlined creating this data science post. Generate original images, write Python code, and overcome writer's block quickly.

Nov 7, 2022 • 

Alan Krumholz

6

3

October 2022

Efficient Elevator Repairs Using Machine Learning

Discover how our ML system reduced elevator servicing costs and downtime by predicting the most likely failures.

Oct 24, 2022 • 

Alan Krumholz

4