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Self Paced

Explainable AI (XAI) Program

Making AI Transparent, Trustworthy, and Accountable

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Enroll now for early access of e-LMS

MODE
Online/ e-LMS
TYPE
Self Paced
LEVEL
Advanced
DURATION
8 weeks

About

This self-paced program covers state-of-the-art techniques and methodologies for interpreting complex AI models. Participants will learn to apply these techniques to make AI systems more transparent, enhancing trust and accountability in AI applications.

Aim

To provide PhD scholars and academicians with advanced skills in making AI models transparent and understandable, ensuring their applications are interpretable and trustworthy in critical fields like healthcare and finance.

Program Objectives

  • Understand the need for explainable AI.
  • Learn various techniques for making AI models interpretable.
  • Apply XAI methods in real-world scenarios.
  • Analyze the impact of XAI on different industries.
  • Ensure compliance with ethical and regulatory standards.

Program Structure

  • Introduction to Explainable AI
  • The Importance of XAI in Various Industries
  • Methods for Model Interpretability
    • Feature Importance and Attribution
    • Model-Agnostic Techniques
    • Example-Based Explanations
  •  XAI in Practice: Tools and Frameworks
  • Case Studies: XAI in Healthcare
  • Case Studies: XAI in Finance
  • Ethical and Regulatory Considerations
  • Future Trends in Explainable AI

Participant’s Eligibility

Domain: AI researchers, data scientists, machine learning engineers, healthcare analysts, finance professionals, and academic researchers.

Program Outcomes

  • Develop interpretable AI models.
  • Implement XAI techniques in various applications.
  • Enhance transparency and trust in AI systems.
  • Navigate ethical and regulatory landscapes in AI.
  • Lead initiatives in explainable AI research and application.


Fee Structure

Standard Fee:           INR 10,998           USD 198

Discounted Fee:       INR 5499             USD 99

We are excited to announce that we now accept payments in over 20 global currencies, in addition to USD. Check out our list to see if your preferred currency is supported. Enjoy the convenience and flexibility of paying in your local currency!

List of Currencies

Batches

Spring
Summer

Live

Autumn
Winter

FOR QUERIES, FEEDBACK OR ASSISTANCE

Contact Learner Support

Best of support with us

Phone (For Voice Call)


WhatsApp (For Call & Chat)

Certificate

Program Assessment

Certification to this program will be based on the evaluation of following assignment (s)/ examinations:

Exam Weightage
Mid Term Assignments 20 %
Final Online Exam 30 %
Project Report Submission (Includes Mandatory Paper Publication) 50 %

To study the printed/online course material, submit and clear, the mid term assignments, project work/research study (in completion of project work/research study, a final report must be submitted) and the online examination, you are allotted a 1-month period. You will be awarded a certificate, only after successful completion/ and clearance of all the aforesaid assignment(s) and examinations.

Program Deliverables

  • Access to e-LMS
  • Real Time Project for Dissertation
  • Project Guidance
  • Paper Publication Opportunity
  • Self Assessment
  • Final Examination
  • e-Certification
  • e-Marksheet

Future Career Prospects

  • AI Ethicist
  • Data Scientist specializing in XAI
  • AI Policy Advisor
  • AI Research Scientist
  • Compliance Officer
  • Healthcare AI Specialist

Job Opportunities

  • Tech companies
  • Financial institutions
  • Healthcare organizations
  • Government agencies
  • Research institutions
  • Universities

Enter the Hall of Fame!

Take your research to the next level!

Publication Opportunity
Potentially earn a place in our coveted Hall of Fame.

Centre of Excellence
Join the esteemed Centre of Excellence.

Networking and Learning
Network with industry leaders, access ongoing learning opportunities.

Hall of Fame
Get your groundbreaking work considered for publication in a prestigious Open Access Journal (worth ₹20,000/USD 1,000).

Achieve excellence and solidify your reputation among the elite!


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