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Dr Venugopala Rao Manneni
Dr Venugopala Rao Manneni

Dr Venugopala Rao Manneni

Learner, Practitioner & Teacher

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Month: May 2023

Feature importance method

May 15, 2023
Venugopal Manneni
Explainable AI

There are several types of feature importance methods that can be used to explain how a machine learning model is making its predictions. Here are some of the most common types: Permutation Importance: This method measures the importance of each

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Partial dependence plots (PDP)

May 15, 2023
Venugopal Manneni
Explainable AI

Partial dependence plots (PDP) are a type of model-agnostic XAI technique that allows us to visualize the relationship between an input feature and the model’s output. PDPs show how the predicted outcome changes as we vary the values of a

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“Exploring SHAPE A Model-Agnostic Method for Explainable AI”

May 15, 2023
Venugopal Manneni
Explainable AI

SHAP (SHapley Additive explanations) is another popular method for explaining the predictions of machine learning models. In this blog post, we will explore the SHAP technique, how it works, and its application in healthcare using a use case.   What

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Exploring LIME: A Model-Agnostic Method for Explainable AI

May 15, 2023May 15, 2023
Venugopal Manneni
Explainable AI

LIME (Local Interpretable Model-agnostic Explanations) is a popular method for explaining the predictions of machine learning models, especially black-box models. In this blog post, we will explore the LIME technique, how it works, and its application in healthcare using a

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About Me

 

A doctor in statistics from Osmania University, Venugopala Rao Manneni is an experienced data analyst who has over 15 years of work experience in a diverse areas of verticals such as manufacturing, service, media, telecom, retail, pharma and education. Prior to Juxt-Smart Mandate, he has worked with reputed organizations like TNS India (Kantar, WPP) and NFO MBL and served clients across UK, France and Asia Pacific region… read more

Recent Post

  • The Evolution of Analytics: From Hard-Coded Scripts to Conversational AI
  • Transforming Healthcare with Gen AI: Enhancing Efficiency and Patient Care
  • Harnessing Multi-Agent Systems for Innovations in Pharma and Healthcare
  • Unlocking the Future: How Multiagent Systems Mirror Human Intelligence Using Advanced AI Concepts
  • Generative AI Glossary

Stay in Touch

 

venugopal.manneni@gmail.com

www.linkedin.com/in/statsvenu

twitter.com/statsvenu

github.com/drstatsvenu

Dr Venugopala Rao Manneni
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