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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 (MOOC) is designed to teach learners the basic math they will need in order to master any data science math course. It was created for learners who have basic...
This online course teaches how to think algorithmically and solve problems efficiently.
This online course gives an introduction to the C programming language. No prior experience is required.
This course focuses on the concepts and tools behind reporting modern data analyses in a reproducible manner. Reproducible research is the idea that data analyses, and more...
This online course teaches about the general information security risk management framework and its practices and how to identify and model information security risks and apply...
This online course gives an introduction to SUSE Linux Enterprise Server (SLES) for SAP Applications, which is a leading Linux platform for SAP HANA, SAP NetWeaver, and SAP...
This online course (MOOC) explores the core strategies content marketers use to acquire and retain customers profitably.
This course presents the fundamental probability and statistical concepts used in elementary data analysis.
This online course explores the essentials of machine learning and algorithms to help improve learning from data without human intervention. Topics of the course include:...
This online course gives an introduction to the principles and tools needed to develop cyber-physical systems. CPS can be a key building block of the Internet of Things (IoT).
This course presents relevant theoretical and practical foundations for parallel programming. It includes crucial theoretical ideas such as semaphores and actors, the...
This computer science course covers advanced object-oriented programing strategies, including polymorphism, abstract classes, super keyword, exceptions, generics, sorting and...
This short online course gives an overview of open source tools for data science, such as Jupyter Notebooks, RStudio IDE, Apache Zeppelin and Data Science Experience.
This online video lecture series gives an introduction to the way computers are build and designed.
This course teaches how to manage, describe, summarize and visualize data. Students will choose a research question based on available data and engage in the early decisions...
This online course gives an in-depth primer on OpenStack, the leading cloud computing platform.
In this course, students will compare DNA from an individual against a reference human genome to find potentially disease-causing mutations. They will also learn how to identify...
This online course will help to learn the fundamental techniques for making personalized recommendations through nearest-neighbor techniques.
This online course explores the core concepts in Cloud Computing, from service and deployment models, to cloud architecture, security, and new technologies.
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