India's largest platform and marketplace for AI & Analytics leaders & professionals

Sign in

India's largest platform and marketplace for AI & Analytics leaders & professionals
Become a Thought Leader
Become a 3AI Member

Sign in

3AI Digital Library

< Go Back

The era of XAI (Explainable AI): Exploring the Decision making Schemas of AI models

December 12, 2021

Aditya Kumar Pal
Lead Data Scientist
Rakuten

Are you still stuck at evaluating models using accuracy ? or do you feel interpretability is only limited to which variables are important for the model?

With this session, you will be able to look beyond. This session will introduce you to the world of XAI (Explainable AI) and its numerous contents. With XAI becoming one of the major pillars of AI and machine learning, let us understand how we can incorporate explainability into our models- be it a tabular data model, or a text data model or even an image model. XAI can explain you all. When you are able to open a black box model and explain the decisions it takes, it helps you understand complex relationships inside the model. So please join us to hear Aditya talk about XAI and its adoption to build trust in AI systems.

    3AI Trending Articles

  • The virtuous cycle of Digital Transformation, Improved CX and AI/ Analytics

    Featured Article: Author: Mahadevann Iyerr, Co-founder & CEO, MAAVRUS Today customers are inundated with a plethora of choices and so it is very easy for them to shop around across multiple products &  retailers. Also given the level of increasing clutter around communication and the proliferation of new products and service offerings, new customer acquisition […]

  • Preparing to navigate the era of AI regulation

    Featured Article Author: Malavika Lakireddy In a groundbreaking move, the European Union (EU) has recently passed the Artificial Intelligence Act (AI Act), signaling a pivotal moment in the global landscape of AI regulation. This legislation, aimed at regulating the use of AI in providing goods and services to EU residents, sets a precedent for similar […]

  • The Impact of AI on Global Economy: Trends and Initiatives to Shape the Future

    Featured Article: Author: Princy Gupta, Data Analytics Leader, Honeywell Artificial Intelligence (AI) is revolutionizing the global economy, providing unprecedented opportunities for businesses and governments to thrive in the age of data. According to McKinsey’s latest report, AI is projected to contribute $13 trillion to the global economy by 2030, a figure equivalent to the output […]

  • CxOs’ guide to achieve “escape velocity” for NextGen approaches!

    Featured Article Author: Vivek Mahendra, Managing Partner, Vivikta Advisory Prelude This is an Enterprise Architect’s perspective on the approach to scale the NextGen Solutions (read, AI/Generative AI/LLMs/Deep Learning led business solutions). A part of the 3 Point-of-View Thought Leadership series, this article focuses on the two foundational aspects – Leadership Archetypes its impact and learnings […]