Get a clear understanding of AI concepts in this comprehensive course. Explore machine learning, deep learning, and other AI fundamentals essential for modern technology.

The interplay between AI, cloud, and edge is a rapidly evolving domain. Currently, many IoT solutions are based on basic telemetry. The telemetry function captures data from edge devices and stores it in a data store. Our approach extends beyond basic telemetry. We aim to model problems in the real world through machine learning and deep learning algorithms and implement the model through AI and Cloud on to edge devices. The model is trained in the cloud and deployed on the edge device. The deployment to the edge provides a feedback loop to improve the business process (digital transformation).

Explore the critical field of AI ethics. Understand the challenges and responsibilities in AI development, including bias, fairness, and transparency in AI systems.

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

This talk will cover how to appropriately identify and measure model bias and fairness, how to understand potential sources of bias and finally how to mitigate bias.

This course will give you an overview of the concept of transparency and how AI FactSheets can help you achieve transparency tailored to the particular AI model or service.

Learn the fundamentals of AI and machine learning while discovering strategies to deploy AI, ML, and Big Data for business automation and operational excellence.

Explore the impact of AI on business strategy and decision-making for leaders in various industries.

Discover the fundamentals of AI, including neural networks, machine learning, deep learning, and data science. Learn how AI impacts industries in this beginner-friendly course.

Understand the applications of AI in the healthcare sector, including diagnosis, treatment, and patient management.

Understand the key principles of artificial intelligence, including algorithms, applications, and ethical considerations.

Learn the basics of machine learning, deep learning, natural language processing, and computer vision as you try out IBM Watson Studio.