xAI Courses and Certifications

Explainable Artificial Intelligence (XAI) Concepts

1094 ratings at DataCamp

Understand the Core Concepts of Explainable Artificial Intelligence (XAI) This course introduces the crucial field of XAI, focusing on making complex AI algorithms understandable and accessible.

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

Career Certificate

Explainable AI (XAI)

97 ratings at Coursera

Implement local and global explainability techniques in Python, from interpretable machine learning models to explaining large language models and generative computer vision systems.

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

Developing Explainable AI (XAI)

69 ratings at Coursera

Think outside the black box: distinguish interpretability, explainability, and transparency, weigh XAI technique trade-offs, spot algorithmic bias, and add explanations to decisions and generative AI.

• Coursera
• 3 weeks, 3 hours a week
• Self-Paced
• Paid Course

Explainable Machine Learning (XAI)

29 ratings at Coursera

Implement LIME, SHAP, ICE, PDP, and ALE explanations in Python, visualize neural network activations, and critique attention and saliency methods for transformers and LLMs.

• Coursera
• 3 weeks, 5 hours a week
• Self-Paced
• Paid Course

Edureka Career Certificate

Explainable AI (XAI)

Learn to explain model decisions with SHAP and LIME, judge explanations by fidelity, stability and robustness, audit models for fairness, and write reports for regulators.

• Coursera
• 8 weeks, 5 hours a week
• Self-Paced
• Paid Course
• 3 courses

Learn how Explainable AI interprets deep neural network decisions and supports responsible AI through model evaluation, legal rights to explanation, and regulation.

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

Grok Comprehensive Guide: From Basics to Advanced Features

Learn to use Grok AI: navigate its models and interface, apply DeepSearch, Think Mode and voice tools, and design prompts with roles, context and reusable templates.

• Coursera
• 6 weeks, 1 hour a week
• Self-Paced
• Paid Course

All Things Open

The Search for Transparency and Accountability in the Age of AI - RAI and XAI as Essential Tools

Explore responsible AI and explainable AI as crucial tools for building ethical, transparent, and trustworthy AI systems. Uncover their synergy in addressing fairness, accountability, and interpretability challenges.

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

Wolfram

XAI: A Model to Explain StyleGANs

Explore an innovative explanation model for StyleGANs using active shape and appearance models in this computational essay.

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

Anyscale

How xAI Scales Image and Video Processing with Ray

xAI’s Ray-based distributed pipeline processes massive image and video datasets with linear scalability and fault tolerance.

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

x33fcon

XAI in Cybersecurity - Understanding the Why Behind AI Data-Driven Decisions

Explore explainable AI techniques in cybersecurity to understand decision-making in AI-driven security systems, build trust, and improve incident response through real-world use cases.

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

BSides Bristol

XAI - Unmasking Cyber Threats Without Crying Wolf

Discover how explainable AI (XAI) enhances cybersecurity threat detection while reducing false positives, enabling more accurate and transparent security monitoring systems.

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

Black Hat

Demystify AI Security Products With a Universal Pluggable XAI Translator

Learn how a universal pluggable XAI translator can help evaluate vendors’ claims about AI-powered security products.

• YouTube
• 27 minutes
• Self-Paced
• Conference Talk

The Search for Transparency and Accountability in the Age of AI - RAI and XAI as Essential Tools

Explore responsible AI and explainable AI as essential tools for building ethical, transparent, and trustworthy systems. Uncover techniques to interpret complex models and foster accountability in AI development.

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

Nate Herk | AI Automation

Build Anything With Grok 4 and n8n AI Agents

Discover how to integrate Grok 4, xAI's latest model, with n8n to build powerful AI agents. Explore benchmarks, setup methods, and cost comparisons for automation workflows.

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