Artificial Intelligence

This course is designed for project managers, product managers, directors, executives, and students starting a career in AI. Get a high-level overview of the top tools in the field. First, see what it means for a system to display “intelligence.” Then, learn algorithms and techniques involved in machine learning, artificial neural networks, and deep learning. Once simplified, AI looks less like magic and more like an exciting new set of technology tools.

The Elements of AI is a series of free online courses created by MinnaLearn and the University of Helsinki, exploring what AI is, what can (and can’t) be done with AI, and how to start creating AI methods. The courses combine theory with practical exercises and can be completed at your own pace.

This learning path provides an overview of generative AI concepts, from the fundamentals of large language models to responsible AI principles.

The book also gives an up-to-date overview of the potential positive and negative outcomes of AI implementations together with an analysis of AI from an ethical perspective. Before you dive into a world populated with AI, read this book to understand the associated ethical challenges of AI technologies

The book highlights the broad field of artificial intelligence applications in education, regarding any type of artificial intelligence that is correlated with education. It discusses learning methodologies, intelligent tutoring systems, intelligent student guidance and assessments, intelligent education chatbots, and artificial tutors and presents the practicality and applicability implications of AI in education. The book offers new and current research along with case studies showing the latest techniques and educational activities.

Bestselling author Eric Siegel presents the gold-standard, six-step practice for ushering machine learning projects from conception to deployment. He illustrates the practice with stories of success and of failure, including revealing case studies from UPS, FICO, and prominent dot-coms.