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This online video lecture series gives an introduction to Reinforcement Learning.
This online video lecture series gives an introduction to deep learning.
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 online course program explores Generative Adversarial Networks (GANs). It includes image generation with GANs, charting a path from foundational concepts to advanced...
This online course gives an introduction to Generative Adversarial Networks (GANs), including their fundamental components and applications.
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...
In this course, students will learn how to apply Supervised, Unsupervised and Reinforcement Learning techniques for solving a range of data science problems.
In this online course, participants will learn the basics of modern Artificial Intelligence (AI).The course also includes some of the representative applications of AI,...
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 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 shows how to build deep learning agents with neural networks.
This online course program explores the potential of machine learning in a business setting. It covers topics such as data analysis for machine learning, supervised learning...
This online course program gives an introduction to applying Artificial Intelligence (AI) to healthcare. It includes modules on applying AI to 2D and 3D medical imaging data,...
This online course gives an introduction to deep learning in the context of enterprises. It includes various industry applications and examples with the TensorFlow framework.
This online course program teaches the fundamentals of programming with Python for AI projects such as neural networks.
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...
Dieser Online-Kurs gibt eine Einführung ins Deep Learning. Teilnehmer erstellen eigene Neural Networks mit Python und TensorFlow, um Probleme zu lösen. Grundkenntnisse der...
Dieser Online-Kurs zeigt, wie Machine Learning-Projekte in der Praxis umgesetzt werden. Vorkenntnisse der Grundlagen von KI und Maschinellem Lernen sind dabei erforderlich. Die...
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...
Dieser Online-Kurs gibt eine Einführung ins Deep Learning mit neuronalen Netzen am Beispiel der Bilderkennung.
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