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From Equations to Insights

My not-so-profound thoughts on experimenting with data

Leveraging the Potential of Explainable AI (XAI) to Address Your Company's Challenges

a method to interpret your black box models

Posted on February 10, 2024

Developing machine learning applications require numerous steps. Gathering the data, doing data cleaning, exploring the... [Read More]
Tags:
- shap
- method
- xai
Improving Machine Learning lifecycle to preserve data privacy

How Federated Learning preserves data privacy

Posted on February 1, 2024

Big data has become ubiquitous, as every action we undertake generates data that holds the... [Read More]
Tags:
- machine learning
- federated learning
You can get better accuracy carrying out transfer learning in your Image Data Classification Problem

How can you classify the type of mosquito on the human skin by using Tensorflow?

Posted on November 5, 2023

Identifying various types of insects can be advantageous for humans. For example, recognizing specific butterflies... [Read More]
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You can visualize amazing plots using Matplotlib and Seaborn

Visualize a much better plot using Matplotlib and Seaborn

Posted on October 23, 2023

Data Visualization has been playing an important part in understanding data in any data science... [Read More]
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My key takeaways of reading Trustworthy Online Controlled Experiments Book

A/B testing made easy

Posted on October 1, 2023

This article delves into the practice of A/B testing. I assume that the reader comprehend... [Read More]
Tags:
- a/b testing