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This online course gives an introduction to machine learning models (including logistic regression, multilayer perceptrons, convolutional neural networks, natural language...
This online video lecture series gives an introduction to Reinforcement Learning.
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 series explores how to make accurate predictions with data-driven systems and deploy machine learning models using the Python programming language.
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 series of online courses teaches how to carry out serverless data analysis and create machine learning models in the Google Cloud Platform.
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...
This course examines structured representations for describing the documents in the corpus, including clustering and mixed membership models, such as latent Dirichlet allocation...
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 program explores the main areas of machine learning: supervised learning, unsupervised learning, deep learning, and reinforcement learning.
Dieser Online-Kurs erläutert die Grundlagen des Maschinellen Lernens inkl. des Reinforcement Learning. Gewisse Vorkenntnisse in der Programmierung sind hilfreich.
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 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 der Programmierung mit Python für Anwendungen im Bereich Data Science.
Dieser Online-Kurs erläutert die Grundlagen von R und R-Studio für Data Science-Anwendungen.
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