LIME Courses and Certifications

Explainable AI in Python

Gain the essential skills using Scikit-learn, SHAP, and LIME to test and build transparent, trustworthy, and accountable AI systems.

• DataCamp
• 4 hours
• Self-Paced
• Free Trial Available

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

Prodramp

Apply LIME to Explain, Trust, and Validate Your Predictions for Any ML Model

Learn to implement LIME for explaining ML model predictions, with hands-on exercises using image classification models and custom Python implementations.

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

1littlecoder

What is Interpretable Machine Learning - ML Explainability - with Python LIME Shap Tutorial

Explore interpretable machine learning with Python, covering LIME and SHAP techniques for explainable AI. Learn why ML explainability matters and how to implement it in your projects.

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

NashKnolX

Interpretable Machine Learning: Understanding Black-Box Models with SHAP and LIME

Discover essential techniques for making complex ML models transparent, from SHAP to LIME, and learn to explain predictions, detect biases, and build trustworthy AI systems through practical demonstrations.

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

CG Cookie

Blender Tutorial - Lime and Lemon Splitting

Master creating realistic citrus fruit splitting effects in Blender through hands-on modeling and animation techniques with expert guidance from CG Cookie's live stream tutorial.

• YouTube
• 2 hours 7 minutes
• Self-Paced
• Free Video

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

AI for Business - AI Applications for Business Success

3159 ratings at Udemy

Learn how to leverage the power of AI to solve your business objectives

• Udemy
• 2 hours 15 minutes
• Self-Paced
• Paid Course

Tasting History with Max Miller

The "True" History of Key Lime Pie - Florida or New York?

Uncover the surprising origins of key lime pie as Max Miller investigates whether this iconic dessert truly hails from Florida's Keys or has unexpected New York roots through historical research.

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

Capstone Assignment - CDSS 5

This course is a capstone assignment requiring you to apply the knowledge and skill you have learnt throughout the specialization. In this course you will choose one of the areas and complete the assignment to pass.

• Coursera
• 2 hours 30 minutes
• Self-Paced
• Paid Course

Coursera Credential

Building Trustworthy AI

11 ratings at Coursera

Master comprehensive AI security, ethics, and governance frameworks to build resilient, transparent systems that align with human values and enterprise standards.

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

Guided Project: Predict World Cup Soccer Results with ML

In this beginner-friendly, hands-on guided project, develop your data science and machine learning skills in under an hour by building a prediction model for the 2022 FIFA World Cup. Perfect for anyone interested in learning more about prediction models.

• edX
• 1 week
• Self-Paced
• Free Online Course

Guided Project: Predict World Cup Soccer Results with ML

In this beginner-friendly, hands-on guided project, develop your data science and machine learning skills in under an hour by building a prediction model for the 2022 FIFA World Cup. Perfect for anyone interested in learning more about prediction models.

• edX
• 30 minutes
• Self-Paced
• Free Online Course

Coursera

Responsible AI: Transparency & Ethics

Discover practical tools and frameworks to build ethical, transparent AI systems while learning to audit models for bias and enhance explainability using SHAP and LIME.

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

Coursera

Optimizing and Governing AI Systems

Master AI optimization and governance through hands-on model monitoring, bias mitigation, ensemble design, and enterprise policy frameworks for responsible deployment.

• Coursera
• 12 hours 36 minutes
• Self-Paced
• Paid Course