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This online course teaches the foundations of deep learning. Participants can learn how to build, train and apply deep neural networks.

This online course gives an introduction to generative adversarial networks (GANs). It teaches how to build and train different GANs architectures to generate new images using...

This online course shows how to build deep learning agents with neural networks.

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 course introduces students to the real world challenges of implementing machine learning based trading strategies including the algorithmic steps from information gathering...

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 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 gives a basic introduction to the field of deep learning and to building a deep learning model using the Keras library. Some prior knowledge of Python and...

Focusing on the basics of machine learning and embedded systems, such as smartphones, this online course will introduce learners to the “language” of TinyML.

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

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 explores how to apply machine learning in practice, using Google's approach including TensorFlow models.

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

Dieser Online-Kurs erläutert die Grundlagen der Programmierung für Künstliche Intelligenz und Deep Learning. Der Kurs erläutert unter anderem die Funktionsweise von Neuronalen...

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...

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...

Dieser Online-Kurs gibt eine Einführung ins Deep Learning mit neuronalen Netzen am Beispiel der Bilderkennung.