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

  • Mirae Asset Launches $35 Mn Early Stage Fund For India

    The Mirae Asset Venture Opportunities Fund will have an average ticket size of $2 Mn – $4 Mn The early stage fund will back up the Mirae Asset-Naver Asia Growth Fund, which was launched in 2018 Besides its new early stage fund, Mirae Asset has invested in Ola, Bigbasket, Zomato, Shadowfax and other Indian startups […]

  • Importance Of Data-Centric AI In Business And The Role Of Observability In It

    Featured Article: Author:  Anirban Nandi, Vice President, AI Products & Business Analytics, Rakuten India We all have heard the old saying that “Data is the new oil”. But wait!! Is that completely true? Just like oil, unrefined data is of little to no use. So, allow me to correct the maxim a little – “Quality […]

  • P&L Forecasting Enabled by Analytics

    Author: Rajagopal Rangarajan, Senior Manager – Analytics, AB InBev Accurate P&L forecasts help companies build a good financial plan for the year. It enables the financial planning team in allocating resources more meaningfully across the company. For large and highly leveraged companies like AB-InBev with annual Revenues more than $50 Bn and with a debt […]

  • Reimagine Business Strategy & Operating Models with AI : The CXO’s Playbook

    Author: Sameer Dhanrajani, CEO at AIQRATE advisory & consulting | AI advisor, business builder | Author | Speaker |Columnist| President at 3AI | Ex-CSO: Fractal, Global Business Leader: Cognizant, Country Head: Fidelity National Financial AlphaGo caused a stir by defeating 18-time world champion Lee Sedol in Go, a game thought to be impenetrable by AI […]