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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 program gives an introduction to the latest cutting-edge methods in Deep Learning for Medical Applications. It includes health data analysis, different types...

This online course explores Spark and Scala for Big Data applications, including Spark 2.0 DataFrames.

This online course gives an introduction to the Big Data and Machine Learning capabilities of Google Cloud Platform (GCP).

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 program explores the various applications of artificial intelligence. The courses include topics such as machine learning, deep learning and neural networks,...

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

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

This online course gives a hands-on introduction to basic programming principles and practice relevant to modern data analysis, data mining, and machine learning.

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

This online course gives an introduction to Generative AI and shows how it is used and how it differs from traditional machine learning methods.

This online course program gives an introduction to Machine Learning with Google Cloud. It includes general aspects of machine learning as well as using Google's Tensorflow.

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

This online course shows how to work with big data and build machine learning models at scale using Spark.

This online course teaches the foundations of deep learning. Participants can learn how to build, train and apply deep neural networks.

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...

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...