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This course will teach its students how to start from scratch in answering questions about the real world using data. The model building process involves setting up ways of...

In this computer science course, students will learn how to think about algorithms and create them using sorting techniques such as quick sort and merge sort, and searching...

This course will provide an overview of many concepts, techniques, and algorithms in machine learning, from basic classification to decision trees and clustering.

This course explores concepts and techniques of advanced analytics for ecosystems around software systems and software development processes. Big data and big data analytics are...

This online course series gives an introduction to Big Data for beginners, including tools like Apache Hadoop and Apache Spark Frameworks.

This online course gives an introduction to compilers (automatic translators for higher level programming languages).

This online course gives an introduction to the fundamentals of Artificial Intelligence. It includes various topics in the field along with a discussion of foundational concepts...

This online course explores the key issues facing policy makers attempting to manage the problem of cybersecurity, from its technical foundations to the domestic 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...

This class provides an introduction to the Python programming language and the iPython notebook. This is the third course in the Genomic Big Data Science Specialization from...

This online course introduces the programming language JavaScript. Learners will write their first scripts, have their HTML and CSS skills assessed, create variables and arrays...

This online course gives an introduction to the fundamental elements of user experience (UX).

This course explores algorithms for mining and analyzing big text data to discover interesting patterns, extract useful knowledge, and support decision making.

This course gives an introduction to computer science and programming. Students will learn about: notions of computation, the Python programming language, some simple...

This course gives to its students both insight into the fundamentals of image formation and analysis, as well as the ability to extract information much above the pixel level....

Participants of this course ill learn the foundational elements of how search engines work, how the SEO landscape has changed and what they can expect in the future. They will...

This online course gives an introduction to SQL and shows how to utilize SQL to aggregate, manipulate, analyze, and visualize data.

This lecture complements (and builds on top of) the lectures "Introduction to Pattern Recognition" and "Pattern Recognition". The lecture focusses on modeling of densities, and...

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 lecture gives an overview of statistical methods in language technology, focussing mostly on written language (texts).