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This is a non-technical online course that gives an introduction to artificial intelligence (AI). It covers examples of AI applications, technologies like machine learning and...

This online course is a business-oriented course on machine learning that covers the key concepts and technologies for beginners.

This online course explores what Artificial Intelligence (AI) is by understanding its applications and key concepts including machine learning, deep learning and neural networks.

This online course explores the ethics of artificial intelligence principles to minimize bias, while maximizing fairness and explainability. Topics include the context and...

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...

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 course teaches concepts of machine learning. Machine learning engineers build programs that dynamically perform the analyses that data scientists used to perform manually....

This online course explores how machine learning can be used to solve financial data problems and create informative insights and predictions. The course is designed for anyone...

This online course gives an introduction to machine learning models (including logistic regression, multilayer perceptrons, convolutional neural networks, natural language...

This online course gives an introduction to deep learning for applications such as natural language processing, computer vision, and many others. It is designed for students...

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.

Closely related to pattern recognition, Unsupervised Learning is about analyzing data and looking for patterns. It is an extremely powerful tool for identifying structure in...

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 explores what Generative AI is, how it is used, and how it differs from traditional machine learning methods.

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

In this course, students will get hands-on experience with machine learning from a series of practical case-studies. They will study how to predict house prices based on...