Responsible AI Courses and Certifications

Practical Methodology and Ethics in AI

11 ratings at Coursera

Master practical AI methodologies while exploring ethical considerations, from model training to deployment, with emphasis on bias detection, probabilistic approaches, and creating responsible AI solutions.

• Coursera
• 6 hours 56 minutes
• Self-Paced
• Paid Course

Introduction to Social Computing

Explore social computing's impact on society. Gain skills in social media analytics, responsible AI, and gamification. Apply machine learning to real-world scenarios and understand online behavior dynamics.

• Coursera
• 20 hours 45 minutes
• Self-Paced
• Paid Course

AI for Students: Responsible AI Strategies for Academic Success

Master responsible AI use for academic success—learn prompt engineering, research tools, and ethical guidelines while automating study tasks with platforms like DeepSeek, Scite.ai, and Magic School.

• XuetangX
• Self-Paced
• Free Online Course

AI for Students: Responsible AI Strategies for Academic Success（学生的人工智能：助力学业成功的负责任的人工智能策略）

Master responsible AI use for academic success—learn prompt engineering, research tools, and ethical AI strategies using platforms like DeepSeek, Scite.ai, and Magic School.

• XuetangX
• Self-Paced
• Free Online Course

Amazon Web Services;  Amazon

Introduction to Responsible AI

1 rating

Explore responsible AI principles, challenges, and best practices for ethical, fair, and transparent AI development, with a focus on AWS tools for implementing responsible AI systems.

• AWS Skill Builder
• 1 hour
• Self-Paced
• Free Certificate

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

Gen AI: Beyond the Chatbot

591 ratings at Coursera

Explore the true potential of generative AI beyond chatbots, learning about foundation models, prompt engineering, and developing effective organizational AI strategies.

• Coursera
• 2 hours 51 minutes
• Self-Paced
• Paid Course

Developing Explainable AI (XAI)

62 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

Databricks to Local LLMs

12 ratings at Coursera

Master Databricks for data engineering and analytics, plus run local LLMs like Mixtral using Hugging Face Candle and Mozilla llamafile for advanced AI workflows.

• Coursera
• 1 day 3 hours 24 minutes
• Self-Paced
• Paid Course

Responsible & Safe AI Systems

Explore ethical, social, and safety aspects of AI systems. Learn about algorithmic transparency, fairness, interpretability, and potential risks. Develop critical thinking skills for responsible AI development and deployment.

• Swayam
• 12 weeks
• Self-Paced
• Free Online Course

Responsible AI for Developers: Privacy & Safety

Explore AI privacy and safety practices using Google Cloud and open-source tools. Learn de-identification, randomization, differential privacy, federated learning, and safety evaluation techniques for responsible AI development.

• Google Skills
• 5 hours
• Self-Paced
• Paid Course

Amazon Web Services;  Amazon

Lab - Building Secure and Responsible Gen AI with GuardRails for Amazon Bedrock

Dive into building secure generative AI chatbots with Amazon Bedrock, implementing RAG, guardrails, and security features to create applications that align with organizational requirements and ethical guidelines.

• AWS Skill Builder
• 1 hour
• Self-Paced
• Paid Course

Introduction to Generative AI and LLMs

8049 ratings at Udemy

Jumpstart your Generative AI career by learning about LLMs, ChatGPT, Prompts, Fine Tuning, RAG, RLHF, Certs and more

• Udemy
• 3 hours 24 minutes
• Self-Paced
• Paid Course

Generative AI for Executives and Business Leaders - Part 1

300 ratings at Coursera

Explore generative AI's business impact, ethical considerations, and practical applications in customer service and app modernization. Gain insights from IBM leaders on AI adoption strategies.

• Coursera
• 3 hours 9 minutes
• Self-Paced
• Paid Course