Explainable AI (XAI) Program
Making AI Transparent, Trustworthy, and Accountable
Enroll now for early access of e-LMS
Online/ e-LMS
Self Paced
Advanced
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 15,198 USD 258
Discounted Fee: INR 7599 USD 129
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 CurrenciesBatches
Live
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
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