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In this course students will learn about audio signal processing methodologies that are specific for music and of use in real applications. They will learn to analyse,...
This online course gives an introduction to machine learning models (including logistic regression, multilayer perceptrons, convolutional neural networks, natural language...
This online course provides a series of Python programming exercises intended to explore the use of numerical modeling in climate sciences. The scientific background for these...
This course will introduce the learner to network modelling through the networkx toolset. Used to model knowledge graphs and physical and virtual networks, the lens will be...
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 teaches the fundamental building blocks of programming. The course includes seven modules that show how to write short programs using the Python language. It...
This online course series teaches the fundamentals of programming in Python 3. Participants should have some basic prior programming experience.
This online course program shows best practices of how to integrate test-driven software development into the programming workflow. The goal is to be able to write code that...
This course will introduce the learner to text mining and text manipulation basics.
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 online course series explores the fundamentals of data structures and algorithms with a focus on data science applications. It is designed for learners who are interested...
This online course teaches how to write high-quality code that runs correctly and efficiently. Students will design, code and validate programs and learn how to compare...
This online course program explores advanced topics in web development with Django. It is assumed that learners are familiar with Python and Django basics. The program covers...
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 online course series explores how to make accurate predictions with data-driven systems and deploy machine learning models using the Python programming language.
This program includes 5 individual online courses and gives learners a comprehensive introduction to Deep Learning as a key building block of artificial intelligence.Learners...
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