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This course series gives an in-depth introduction to Data Analytics.The courses were designed with experts and scientists at leading technology companies to ensure that learners...

This course will introduce the learner to applied machine learning, focusing more on the techniques and methods than on the statistics behind these methods.

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

This online course series explores how to make accurate predictions with data-driven systems and deploy machine learning models using the Python programming language.

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 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...

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 series of online courses teaches how to carry out serverless data analysis and create machine learning models in the Google Cloud Platform.

This online video lecture series gives an introduction to Reinforcement Learning.

This online lecture gives an introduction to the concepts of machine learning. (Some math and programming experience required.)

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 series of online courses (MOOCs) teaches Data Science using the Python programming language.The courses explore how to apply statistical, machine learning, information...

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

This online course teaches Machine Learning for iOS development.

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