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This online course program explores the main areas of machine learning: supervised learning, unsupervised learning, deep learning, and reinforcement learning.

This online course gives an introduction to Generative Adversarial Networks (GANs), including their fundamental components and applications.

This comprehensive online course series will introduce participants to the field of artificial intelligence. It includes topics such as search and optimization; logic,...

This online course gives an introduction to the fundamentals of Artificial Intelligence. It includes various topics in the field along with a discussion of foundational concepts...

This online course program gives an introduction to the mathematics required for applications in Machine Learning and Data Science. It includes Linear Algebra, Multivariate...

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 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 program gives an introduction to artificial intelligence in a business environment. It includes topics such as probability and mathematics for 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 course explains the basic principles of machine translation. It covers the main difficulties of translating natural languages and the principles of different machine...

This series of online courses explores the key concepts and applications of Deep Learning, including various kinds of neural networks for supervised and unsupervised learning....

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 gives an introduction to Natural Language Processing (NLP). Its goal is for learners to be able to design NLP applications that perform...

This online course program teaches the fundamentals of programming with Python for AI projects such as neural networks.

This online lecture is an introduction to the theory that tries to explain how minds are made from collections of simpler processes.

This online course gives an introduction to developing deep learning models with Tensorflow (an open source machine library for deep learning).

Diese Online-Vorlesung erläutert wichtige Grundlagen zur Künstlichen Intelligenz. (Teil 1 der Vorlesung ist ebenfalls verfügbar.)(Sieh Dir auch diese Übersicht über Online-Kurse...

Dieser Online-Kurs erläutert die Grundlagen des Maschinellen Lernens inkl. des Reinforcement Learning. Gewisse Vorkenntnisse in der Programmierung sind hilfreich.

Dieser Online-Kurs gibt eine Einführung ins Deep Learning. Teilnehmer erstellen eigene Neural Networks mit Python und TensorFlow, um Probleme zu lösen. Grundkenntnisse der...

Diese Online-Vorlesung gibt eine Einführung in die Künstliche Intelligenz. Das kostenlose Skript zur Vorlesung gibt es hier und auch für die Vorlesungen selbst ist ein Download...