Explainable AI Courses and Certifications

Explaining Model Decisions and Fixing Them Through Human Feedback

Stanford University offers a short, interactive session on building algorithms for deep networks, incorporating domain knowledge into AI, and correcting AI biases, led by Sr. Machine Learning Scientist, Ramprasaath Selvaraju.

• YouTube
• 58 minutes
• On-Demand
• Free Online Course

How Can You Trust Machine Learning?

Stanford University's seminar explores trust in machine learning, focusing on clarity, competence, and alignment. Learn to evaluate ML models and align AI behaviors with human values.

• YouTube
• 52 minutes
• On-Demand
• Free Online Course

Natural Language Processing and Capstone Assignment

30 ratings at Coursera

Explore Natural Language Processing (NLP), sentiment analysis, and data science trends in this 4-week course by University of California, Irvine. Includes a capstone assignment.

• Coursera
• 4 hours 56 minutes
• On-Demand
• Free Online Course (Audit)

Jacob Andreas - Natural Language Explanations of Deep Networks

Explore natural language explanations of deep networks with MIT's seminar. Learn about explanation strategies, multiagent communication, and translation evaluation in 1-2 hours.

• YouTube
• 1 hour 13 minutes
• On-Demand
• Free Online 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
• Free Online Course (Audit)

Modern Artificial Intelligence Masterclass: Build 6 Projects

1081 ratings at Udemy

Harness the power of AI to solve practical, real-world problems in Finance, Tech, Art and Healthcare

• Udemy
• 15 hours 48 minutes
• On-Demand
• Paid Course

Machine Learning | Deep Learning | Explainable AI | Vertex

209 ratings at Udemy

Master machine learning, deep learning, and AutoML with this 9-hour course. Learn core ML algorithms, Python programming, and how to work in a cloud environment. Offered by an industry veteran.

• Udemy
• 8 hours 32 minutes
• On-Demand
• Paid Course

Machine Learning & Generative AI for CXOs & Sr. Managers

182 ratings at Udemy

Assess maturity for AI readiness | Demystify Artificial Intelligence | 8 Case Studies | Google's No Code Auto ML

• Udemy
• 5 hours 4 minutes
• On-Demand
• Paid Course

Artificial Intelligence Privacy and Convenience

58 ratings at Coursera

Explore AI ethics, security, and privacy with LearnQuest in a 3-week course, focusing on user protection and transparency in machine learning projects.

• Coursera
• 5 hours 59 minutes
• On-Demand
• Free Online Course (Audit)

Predictive Analytics Essential Training for Executives

172 ratings at LinkedIn Learning

Learn how to hire and manage data science professionals and transform your business with effectively deployed advanced analytics.

• LinkedIn Learning
• 1-2 hours
• On-Demand
• Free Trial Available

Machine Learning and AI Foundations: Producing Explainable AI (XAI) and Interpretable Machine Learning Solutions

36 ratings at LinkedIn Learning

Learn best practices for how to produce explainable AI and interpretable machine learning solutions.

• LinkedIn Learning
• 2-3 hours
• On-Demand
• Free Trial Available

Learn how to interpret the decision-making process of deep neural networks. The deep learning models that power AI systems are often black boxes. Explainable AI tries to understand how these models make decisions, so that we can use them responsibly. In…

• Codecademy
• 1 hour
• On-Demand
• Free Trial Available

Data Science for Business

28 ratings at DataCamp

Learn about data science for managers and businesses and how to use data to strengthen your organization.

• DataCamp
• 2 hours
• On-Demand
• Free Trial Available

AI Ethics

22 ratings at DataCamp

Explore AI ethics focusing on principles, fairness, bias reduction, and trust in AI design.

• DataCamp
• 1 hour
• On-Demand
• Free Trial Available

Data Ethics: Making Data-Driven Decisions

Learn how to design computer algorithms to be more ethical when making complex decisions.

• LinkedIn Learning
• 1-2 hours
• On-Demand
• Free Trial Available