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This online course explores how to promote the ethical use of data-driven technologies. It includes topics such as privacy and bias and how ethical concepts can be applied.
This online course explores how to identify and alleviate bias and discrimination in Artificial Intelligence.
This online course explores how to apply machine learning in practice, using Google's approach including TensorFlow models.
This online course program gives an introduction to the emerging field of Tiny Machine Learning (TinyML), combining machine learning with the domain of embedded systems. It...
This online video lecture series gives an introduction to Natural Language Understanding as a sub-problem of artificial intelligence.
This online course series prepares learners to use the IBM AI Enterprise Workflow that enables data scientists to build AI solutions, starting with business priorities and...
This online video lecture series gives an introduction to Reinforcement Learning.
This online course gives an introduction to developing deep learning models with Tensorflow (an open source machine library for deep learning).
This online course program gives an introduction to key concepts and applications in Deep Learning, including various kinds of neural networks for supervised and unsupervised...
This online course series gives an introduction to deep reinforcement learning, including value-based methods, policy-based methods, and multi-agent reinforcement learning. Some...
This online course program explores the methods modern computer science has to offer to the field of healthcare. Topics include health data analysis, different types of neural...
This online course explains the basic principles of machine translation. It covers the main difficulties of translating natural languages and the principles of different machine...
In this course, students will learn how to apply Supervised, Unsupervised and Reinforcement Learning techniques for solving a range of data science problems.
This online video lecture series gives an introduction to machine learning and pattern recognition.
This online course gives an introduction to deep learning (DL) methods, healthcare data and applications using DL methods.
This online course gives an introduction to artificial intelligence for educators to prepare for a future which is becoming increasingly automated. The course includes...
This online course gives an introduction to Generative AI with Large Language Models (LLMs). It includes the key steps in a typical LLM-based generative AI lifecycle, from data...
This online course explores the ethics of artificial intelligence principles to minimize bias, while maximizing fairness and explainability. Topics include the context and...
This online course program explores Generative Adversarial Networks (GANs). It includes image generation with GANs, charting a path from foundational concepts to advanced...
This online video lecture series gives an introduction to deep learning.
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