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This course discusses following questions: What’s the “hype” surrounding the Big Data phenomenon? Who are these mysterious data scientists everyone is talking about? What kinds...
This online course series gives an introduction to data science for beginners, including open source tools like Jupyter Notebooks, RStudio IDE, Apache Zeppelin, and OpenRefine.
This online course teaches Excel fundamentals including data wrangling, spreadsheet management, and basic data analysis.
With the support of Google’s recruiting and engineering teams this course provides tips, examples, and practice opportunities that may help students with job interviews at a...
This online course explores how to implement modern, high-level programming language concepts in assembly language by learning and applying the essentials of digital logic,...
This online course gives an introduction to the C programming language for beginners. C is particularly well suited as an introduction to coding; no prior knowledge is needed...
This online course will help to learn and practice techniques of user research and early UI design exploration. One will learn to analyze and deliver user research in forms that...
This online course explores the continuous deployment capability of organizations and the skill sets and roles involved in DevOps.
This course examines structured representations for describing the documents in the corpus, including clustering and mixed membership models, such as latent Dirichlet allocation...
This online course gives an initial introduction to data science and use of the MATLAB software.
This online course explores energy efficiency as the amount of energy that is consumed by the hardware during the runtime of an algorithm. The course also explains the relevant...
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 Excel Visual Basic for Applications (VBA). The course includes the basic programming structures of VBA as well as the creation of...
This course teaches how to use the cloud. It also serves as an introduction to building applications for cloud computing based on emerging OpenStack and other platforms.
This online lecture series gives an introduction to quantum computing. It includes topics such as the history of quantum computing, the basics of quantum mechanics, quantum...
This course teaches how to build four webpages from scratch while learning web development fundamentals.
The goal of this course is to help students to understand the most important and immediately useful techniques and approaches used by great mobile UX designers. This course...
In this online course, participants will learn advanced concepts underpinning the design of today’s multicore-based computers. Additionally, they will learn how design decisions...
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).
First of all, students of this course must understand that the world is trending in real time! Through the course, they will learn from Twitter to scalably process tweets, or...
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