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

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

This online course program explores how to apply machine learning to problems in medicine (diagnosis, prognosis, treatment). The program is designed for learners with some prior...

This online video lecture series gives an introduction to deep learning.

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 program gives an introduction to key concepts and applications in Deep Learning, including various kinds of neural networks for supervised and unsupervised...

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 teaches the fundamentals of deep learning as one of the key building blocks of AI projects.

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 gives an introduction to artificial intelligence in a business environment. It includes topics such as probability and mathematics for machine...

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

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 Generative Adversarial Networks (GANs), including their fundamental components and applications.

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

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.

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