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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 gives an introduction to deep learning in the context of enterprises. It includes various industry applications and examples with the TensorFlow framework.

This online course shows how to design robot vision systems that avoid collisions, safely work with humans and understand their environment.

This online course gives an introduction to machine learning applications in finance organizations such as hedge funds or banks.

This video lecture gives an introduction to the area of machine learning. Lecture slides are shown together with the lessons.

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

This online lecture series presents the theory of fundamental machine learning concepts. Topics covered in the video lectures include: Bayesian theory of optimal decisions...

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...

This online course gives an introduction to AI, Big Data, and Machine Learning for learners with a business background.

This online course explores key AI concepts, including machine learning, deep learning and neural networks. The course is designed for beginners and no programming skills are...

This online course gives an introduction to AI using Microsoft's cloud-based solutions, such as Azure Machine Learning and Azure Cognitive Services. It includes applications...

This introductory MOOC (online course) teaches theory, algorithms and applications of Machine Learning.

This online course explores how to analyze data in Python, using multi-dimensional arrays in numpy, manipulating DataFrames in pandas, using SciPy library of mathematical...

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

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

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...

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 video lecture series gives an introduction to Machine Learning.