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
• On-Demand
• 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
• On-Demand
• 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
• On-Demand
• 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
• On-Demand
• 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
• On-Demand
• 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
• On-Demand
• Free Video

AI for Business - AI Applications for Business Success

3125 ratings at Udemy

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

• Udemy
• 2 hours 15 minutes
• On-Demand
• 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
• On-Demand
• Paid Course

Data Mining for Business Analytics & Data Analysis in Python

425 ratings at Udemy

Python for Data Analytics & Explainable Artificial Intelligence. Data Mining for Business Data Analytics & Intelligence.

• Udemy
• 9 hours 2 minutes
• On-Demand
• Paid Course

Explainable Al (XAI) with Python

380 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
• On-Demand
• 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
• On-Demand
• Free Video

XAI: Explainable AI

238 ratings at Udemy

How to explain your machine learning models in Python

• Udemy
• 2 hours 2 minutes
• On-Demand
• Paid Course

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
• On-Demand
• Paid Course

Coursera Microcredential

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 a week
• On-Demand
• 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
• On-Demand
• Free Online Course (Audit)