xAI Courses and Certifications

Explainable Artificial Intelligence (XAI) Concepts

Understand the role and real-world realities of Explainable Artificial Intelligence (XAI) with this beginner friendly course.

• DataCamp
• 1 hour
• Self-Paced
• Free Trial Available

Explainable Al (XAI) with Python

383 ratings at Udemy

Master explainable AI techniques using Python to build trustworthy models with LIME, SHAP, DiCE, and LRP through hands-on implementation across tabular, text, and image data.

• Udemy
• 7 hours 56 minutes
• Self-Paced
• Paid Course

Career Certificate

Explainable AI (XAI)

87 ratings at Coursera

Develop transparent and trustworthy AI systems for high-risk domains. Master XAI concepts, interpretable machine learning, and advanced explainability techniques through hands-on programming and case studies.

• Coursera
• 4 weeks, 10 hours/week
• Self-Paced
• Paid Course
• 3 courses

Developing Explainable AI (XAI)

63 ratings at Coursera

Gain skills to develop transparent, trustworthy AI systems using Explainable AI techniques. Learn key concepts, evaluate approaches, and apply XAI to emerging trends like Generative AI.

• Coursera
• 8 hours 41 minutes
• Self-Paced
• Paid Course

Explainable Machine Learning (XAI)

27 ratings at Coursera

Develop transparent and trustworthy AI solutions using explainable machine learning techniques. Implement local and global explainability methods, visualize neural networks, and explore emerging approaches for large language models.

• Coursera
• 14 hours 48 minutes
• Self-Paced
• Paid Course

Anyscale

How xAI Scales Image and Video Processing with Ray

Discover how xAI builds high-performance distributed data pipelines using Ray Core and KubeRay to process massive multimodal datasets for advanced AI models at supercluster scale.

• YouTube
• 30 minutes
• Self-Paced
• Free Video

Venelin Valkov

Grok 4 - Reasoning AI Model by xAI - Train/Test Compute, Benchmarks, Tool Use, Pricing, API Access

Explore Grok 4, xAI's most powerful reasoning AI model, covering benchmarks, compute capabilities, pricing, API access, and upcoming features in this comprehensive overview.

• YouTube
• 12 minutes
• Self-Paced
• Free Video

Edureka Career Certificate

Explainable AI (XAI)

Explore Explainable AI principles, from interpretable models to SHAP & LIME techniques, and learn to audit fairness, ensure transparency, and deploy trustworthy AI in high-stakes domains.

• Coursera
• Self-Paced
• Paid Course
• 3 courses

XAI: Explainable AI

239 ratings at Udemy

How to explain your machine learning models in Python

• Udemy
• 2 hours 2 minutes
• Self-Paced
• Paid Course

Machine Learning Master Class |With LLM, RAG, AI Agents, XAI

222 ratings at Udemy

Comprehensive Course Covering Machine Learning, Deep Learning, Explainable AI and AutoML

• Udemy
• 9 hours 54 minutes
• Self-Paced
• Paid Course

Explore techniques to interpret deep neural networks, understand AI decision-making, and learn about legal rights to explanation in responsible AI development.

• Codecademy
• 1 hour
• Self-Paced
• Free Trial Available

Ethics of Generative AI

Master the foundations of ethical Generative AI, from core principles and privacy regulations to transparency techniques and societal impacts across industries like healthcare, finance, and hiring.

• Coursera
• 5 hours 46 minutes
• Self-Paced
• Paid Course

Coursera

Responsible AI, Explainability & Deployment

Master building production-ready AI decision systems with fairness analysis, SHAP explainability, differential privacy, and GDPR/CCPA compliance, culminating in a dynamic pricing capstone project.

• Coursera
• 21 hours
• Self-Paced
• Paid Course

Coursera

Explain Black-Box Models

Master SHAP values and explainability methods to make black-box models transparent for executives and stakeholders through systematic comparison of XAI techniques.

• Coursera
• 3 hours 44 minutes
• Self-Paced
• Paid Course

Association for Computing Machinery (ACM)

DARPA's Explainable Artificial Intelligence - XAI Program

Explore DARPA's Explainable AI program, its goals, strategies, and applications in machine learning, autonomy, and deep learning. Gain insights into the future of transparent AI systems.

• YouTube
• 1 hour 4 minutes
• Self-Paced
• Conference Talk