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This online lecture series reviews linear algebra with applications to probability and statistics and optimization. It covers linear algebra concepts that are key for...

This online course teaches how to to create machine learning algorithms in Python and R.

This course will introduce open source tools used for parallel, distributed and scalable machine learning. After completing this course’s hands-on projects with KNIME and...

How do we infer which genes orchestrate various processes in the cell? How did humans migrate out of Africa and spread around the world? In this class these two seemingly...

This online course teaches GRU, LSTM, and more modern deep learning, machine learning, and data science skills. Most of the work will be done in Numpy, Matplotlib, and Theano.

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

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

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 key concepts and applications in Deep Learning, including various kinds of neural networks for supervised and unsupervised...

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 von R und R-Studio für Data Science-Anwendungen.

Dieser Online-Kurs erläutert die Grundlagen der Programmierung mit Python für Anwendungen im Bereich Data Science.

Dieser Online-Kurs gibt eine Einführung ins Machine Learning für Data Science-Anwendungen, inklusive Regression, Klassifizierung und Clustering. Dafür werden Anwendungen sowohl...

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