All Stories

A Story About Sorrow and Joy

A Story About Sorrow and Joy

This is a part from my amateur science-fiction book called The Quartet of Xavier.

kagermanov kagermanov
15 Sep 2022
Advantages of SERP Data in Ensemble Learning

Advantages of SERP Data in Ensemble Learning

This week we will discuss how to combine multiple binary classification algorithms of the same kind, CNN in our case, to create a rudimentary ensemble learning model, and the advantages...

kagermanov kagermanov
08 Sep 2022
Automatic Data Collection For Machine Learning Models

Automatic Data Collection For Machine Learning Models

This week we will discuss how to get automatic data capture of training, and testing processes for machine learning models, and make an automation script for gathering information on the...

kagermanov kagermanov
01 Sep 2022
Automatic Images Classifier Generator

Automatic Images Classifier Generator

Finally, the machine learning tool is open-sourced at serpapi/automatic-images-classifier-generator. Feel free to use, contribute, and have fun.

kagermanov kagermanov
26 Aug 2022
Machine Learning Testing

Machine Learning Testing

This week we will do the final step necessary to release the source code to the public, unit testing machine learning tool.

kagermanov kagermanov
19 Aug 2022
Meta Learning

Meta Learning

Meta-learning is using the meta-data of previously acquired and categorized learning processes to tackle new learning tasks not encountered before by the machine learning algorithm. A meta-learning task is learning...

kagermanov kagermanov
10 Aug 2022