Aditya Bhattacharya – Medium

Aditya Bhattacharya

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Applied Machine Learning Explainability Techniques: Make ML Models Explainable and Trustworthy for Practical Applications Using LIME, SHAP, and More

Applied Machine Learning Explainability Techniques: Make ML Models Explainable and Trustworthy for Practical Applications Using LIME, SHAP, and More

This book comes with a unique blend of industrial and academic research perspectives on applied XAI for AI practitioners.

2022

Aditya Bhattacharya

Aditya Bhattacharya

Stories

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Aditya Bhattacharya

Why did I leave a job at my dream company Microsoft?

This is a question that I still get after leaving Microsoft over three years ago, and so I thought of articulating my answer in this…

May 17, 2022

Why did I leave a job at my dream company Microsoft?

May 17, 2022

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Aditya Bhattacharya
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Towards Data Science

Effective Approaches for Time Series Anomaly Detection

In the current situation of Covid19, the whole world is experiencing unprecedented scenarios everywhere, which often everyone is terming…

Jun 1, 2020

Effective Approaches for Time Series Anomaly Detection

Jun 1, 2020

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Aditya Bhattacharya
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Analytics Vidhya

Become an Applied Computer Vision expert in a fun and practical way!

Image processing and computer vision has always been one of my favorite area in Data Science and AI. In this session and workshop as a…

Apr 12, 2021

Become an Applied Computer Vision expert in a fun and practical way!

Apr 12, 2021

Aditya Bhattacharya
in
DataDrivenInvestor

Essential Statistical Tests for Hypothesis Testing

This article presents a comprehensive guide for researchers to select relevant statistical tests for hypothesis testing.

May 5, 2023

Essential Statistical Tests for Hypothesis Testing

May 5, 2023

Aditya Bhattacharya
in
Towards Data Science

Interpreting Machine Learning Models Using Data-Centric Explainable AI

Learn about data-centric explanation and its different types in this article

Feb 26, 2023

Interpreting Machine Learning Models Using Data-Centric Explainable AI

Feb 26, 2023

Aditya Bhattacharya
in
Towards Data Science

Explainable AI with TCAV from Google AI

Explain deep neural networks using concept-based explanations

Feb 18, 2023

Explainable AI with TCAV from Google AI

Feb 18, 2023

Aditya Bhattacharya

Reflection 2022 — Top 5 lessons learned from 2022

Read this story to learn from my experiences as I continuously push myself outside my comfort zone

Jan 2, 2023

Reflection 2022 — Top 5 lessons learned from 2022

Jan 2, 2023

Aditya Bhattacharya
in
Artificial Intelligence in Plain English

Reimagining fictional characters of The Witcher using Dall-E

Utilize the power of AI to reimagine how fictional characters should look like

Nov 18, 2022

Reimagining fictional characters of The Witcher using Dall-E

Nov 18, 2022

Aditya Bhattacharya
in
Towards Data Science

Essential Explainable AI Python frameworks that you should know about

Top 9 Python frameworks for applying Explainable AI in practice

Nov 9, 2022

Essential Explainable AI Python frameworks that you should know about

Nov 9, 2022

Aditya Bhattacharya
in
Towards Data Science

An Effective Approach for Image Anomaly Detection

Utilize Anomalib from Intel OpenVinoToolkit to benchmark, develop, and deploy deep learning based image anomaly detection

Oct 27, 2022

An Effective Approach for Image Anomaly Detection

Oct 27, 2022

Aditya Bhattacharya

Aditya Bhattacharya

Book Author

Explainable AI Researcher, Author, Mentor and Speaker! Follow me at: https://www.aditya-bhattacharya.net/ and https://adib0073.medium.com/membership

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