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This online course program explores foundational machine learning techniques, from data manipulation to unsupervised and supervised algorithms. Prior experience with Python is...

This online course gives a first introduction to Data Science.  It includes an overview of the following topics:Data ManipulationData Analysis with Statistics and Machine...

This course covers intermediate topics in data science. Students will gain hands-on experience with scalable SQL and NoSQL data management solutions, data mining algorithms, and...

This online course covers advanced machine learning and signal processing concepts, including supervised and unsupervised machine learning.

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

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 data science. It includes the data science toolbox of mathematics, statistics, Python, advanced statistics in Python, machine...

This online course gives an introduction to artificial intelligence for educators to prepare for a future which is becoming increasingly automated. The course includes...

This online course teaches how to develop quantitative models that leverage business data, statistical computation, and machine learning to forecast sales and marketing impact

This online course will help participants to learn a variety of matrix factorization and hybrid machine learning techniques for recommender systems.

This course series gives an introduction to machine learning applications in finance. The courses are designed for students of finance or computer science/artificial...

This online video lecture series gives an introduction to machine learning and pattern recognition.

This online course series gives an introduction to Neural Networks, Deep Learning, and Tensorflow.

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 lecture gives an introduction to machine learning for physicists. [Note: Lectures 1 and 2 are not in the right order on the course overview page.]

This online course program gives an introduction to key data science essentials through real-world case studies. It includes courses on the R programming language, data...

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

In this advanced online course several quantum machine learning algorithms are presented and explained. Students will also learn how to implement them in Python.

This online course gives an introduction to the basic ideas of machine learning and artificial intelligence without the technical programming tools that are used by more...

Dieser Online-Kurs erläutert die Grundlagen von R und R-Studio für Data Science-Anwendungen.