Data Science is not Rocket Science
Subscribe
Sign in
Home
Archive
About
Data Science: Solutions for Business Problems
Solve real business problems with Data Science and Machine Learning. Discover key skills, business solutions, and more in this reader-supported…
Sep 16, 2022
•
Alan Krumholz
3
1
Latest
Top
Discussions
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
3
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
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
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
See all
Data Science is not Rocket Science
Simple and effective solutions to real business problems
Subscribe
Recommendations
View all 7
Where on Planet Earth
Carla Villoria
Technically
Justin
Mexico Decoded
Viri Rios
Mindful Modeler
Christoph Molnar
One Useful Thing
Ethan Mollick
Data Science is not Rocket Science
Subscribe
About
Archive
Recommendations
Sitemap
This site requires JavaScript to run correctly. Please
turn on JavaScript
or unblock scripts