Undergraduate
Back

Graduate Certificate in Explainable AI (XAI)

Enter the business world equipped with industry experience and current employability skills for a successful career.

Prepare for success

Kickstart your career with a professional development program

Start studying online now

Get freedom and flexibility to succeed

Pursue your passion

Approved and regulated - recognised worldwide

Graduate Certificate in Explainable AI (XAI)

The Graduate Certificate in Explainable AI (XAI) offers a comprehensive exploration of the principles, techniques, and applications of explainable artificial intelligence. Through a blend of theoretical concepts and hands-on exercises, students delve into key topics such as model interpretability, transparency, and accountability in AI systems. This program equips learners with practical skills and actionable insights to navigate the complexities of AI in the modern digital landscape.

The Graduate Certificate in Explainable AI (XAI) is designed to provide students with a deep understanding of how AI systems make decisions and how these decisions can be explained and interpreted. Core modules include:

Foundations of XAI: This module introduces students to the fundamental concepts and theories behind explainable AI, exploring topics such as model interpretability, transparency, and fairness.

Interpretable Machine Learning: Students learn various techniques for building interpretable machine learning models, including feature importance analysis, surrogate models, and rule-based approaches.

Ethics and Accountability in AI: This module examines the ethical implications of AI systems and strategies for ensuring accountability and transparency in AI decision-making processes.

Real-World Case Studies: Through real-world case studies and practical projects, students gain hands-on experience in applying XAI techniques to solve complex problems in domains such as healthcare, finance, and cybersecurity.

Actionable Insights: Throughout the program, students receive actionable insights from industry experts and thought leaders, enabling them to effectively communicate AI insights and recommendations to stakeholders.

By the end of the program, students emerge with the skills and knowledge needed to design, develop, and deploy AI systems that are not only accurate and efficient but also transparent, interpretable, and accountable. Prepare to lead the charge in shaping the future of AI with our Graduate Certificate in Explainable AI. Apply now and unlock the potential of AI in the ever-evolving digital landscape.


Start Now
  • Course code:
  • Credits:
  • Diploma
  • Undergraduate
Key facts
100% Online: Study online with the UK’s leading online course provider.
Global programme: Study anytime, anywhere using your laptop, phone or a tablet.
Study material: Comprehensive study material and e-library support available at no additional cost.
Payment plans: Interest free monthly, quarterly and half yearly payment plans available for all courses.
Duration
1 month (Fast-track mode)
2 months (Standard mode)
Assessment
The assessment is done via submission of assignment. There are no written exams.

Course Details

• Foundations of Artificial Intelligence
• Machine Learning Algorithms
• Interpretable Machine Learning
• Human-Centered AI
• Ethics in AI
• Natural Language Processing
• Deep Learning
• Model Explanation Techniques
• XAI Applications
• XAI Evaluation Methods

Fee Structure

The fee for the programme is as follows

  • 1 month (Fast-track mode) - £140
  • 2 months (Standard mode) - £90

Payment plans

Please find below available fee payment plans:

1 month (Fast-track mode) - £140

2 months (Standard mode) - £90

Accreditation

Stanmore School of Business