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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 lecture gives an introduction to the concepts of machine learning. (Some math and programming experience required.)
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 online course (MOOC) explores the basics of Machine Learning.The Stanford course provides a broad introduction to machine learning, datamining, and statistical pattern...
This online course explores artificial intelligence (AI) in a business context. It discusses potential uses, strategic impact, and competences needed.
This course explores regularized linear regression models for the task of prediction and feature selection. Students will be able to handle very large sets of features and...
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 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 series of online courses teaches how to carry out serverless data analysis and create machine learning models in the Google Cloud Platform.
This online course teaches Machine Learning for iOS development.
This online course series explores how to make accurate predictions with data-driven systems and deploy machine learning models using the Python programming language.
This video lecture gives an introduction to the area of machine learning. Lecture slides are shown together with the lessons.
This online course series gives an introduction to the concept of machine learning. It will be used by students to create real-world AI applications.
This online course explores Spark and Scala for Big Data applications, including Spark 2.0 DataFrames.
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 course will cover the basic components of building and applying prediction functions with an emphasis on practical applications. The course will also introduce a range of...
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.
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 teaches how to use NumPy, Pandas, Seaborn, Matplotlib, Plotly, Scikit-Learn, Machine Learning, Tensorflow and more.
This course series gives an introduction to machine learning applications in finance. The courses are designed for students of finance or computer science/artificial...
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