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

Sign in

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

3AI Digital Library

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

  • Human Behavior & Human Data: Beyond Big Data

    In recent years, there has been a lot of hype around “big” data in the marketing world. Big data is extremely helpful with gathering quantitative information about new trends, behaviors and preferences, so it’s no wonder companies invest a lot of time and money sifting through and analyzing massive sets of data. However, what big data fails […]

  • ChatGPT and Large Language Models: A prioritization Framework for Leaders

    Featured Article: Author: Robin John, Artificial Intelligence Strategist, APAC, Kimberly-Clark Ever since ChatGPT was released last year, a flurry of LLM(Large Language Model) – related product announcements from tech giants have taken the world by storm. The key driving factor behind the success of ChatGPT is its human-like interface into AI. A technique called Reinforcement […]

  • The Best Practices for IoT Analytics

    In most ways, Internet of Things analytics is like any other analytics. However, the need to distribute some IoT analytics to edge sites, and to use some technologies not commonly employed elsewhere, requires business intelligence and analytics leaders to adopt new best practices and software. There are certain prominent challenges that Analytics Vendors are facing […]

  • Emerging role of Generative AI for Businesses

    Featured Article: Author: Rajan Gupta, VP & Head of Research & Analytics, Analyttica Datalab Artificial intelligence (AI) has revolutionized the way businesses operate, and Generative AI (GAI) is quickly becoming a hot topic in this field. Generative AI is the technology behind applications that can produce new content, such as images, sounds, and even text. […]