Advanced AI Ethics

Learn Transformers, explained: Understand the model behind GPT, BERT, and T5

Complete natural language processing specialization covering transformers, attention mechanisms, and modern NLP techniques.

Statistical Learning

State-of-the-Art Machine Learning Papers Implementation

A four-week course that explores the ethical and societal aspects of the increasing use of artificial intelligence technologies. The course aims to raise awareness and stimulate reflection and discussion upon the implications of AI in society, covering topics like algorithmic bias and surveillance.

This certification course provides policymakers, analysts, and public sector professionals with the knowledge to use AI responsibly. It covers governance frameworks, ethics, and real-world applications from predictive analytics to public safety.

An advanced course by IBM that covers feature engineering, data ethics, unsupervised learning, and dimensionality reduction. Students will learn about responsible AI, text mining, and data wrangling.

An 8-course professional certificate series by IBM that teaches you to build next-generation AI systems using Retrieval-Augmented Generation and Agentic AI. You'll gain skills in LangChain, OpenAI, and responsible AI.

This course provides guidance on balancing AI innovation with risk mitigation, covering frameworks for AI governance, Safety by Design strategies, risk assessment methods, red teaming approaches, and regulatory compliance essentials. It is designed for professionals in Trust & Safety, AI engineering, policy, and brand management.

Learn Ethics in AI

Learn ML Ops, experiment tracking, model management, and production ML from industry experts.