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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 course, students will get hands-on experience with machine learning from a series of practical case-studies. They will study how to predict house prices based on...
In this course, students will learn standard methodologies for debugging software—especially for iOS applications. Additionally, they will understand how to use Xcode’s...
This online course explores concepts of advanced linear algebra for computing.
This online course teaches how to plan, develop and deliver on all aspects of work in the lifecycle of digital products using lean, agile and systems design thinking.
Through this course, students will learn how to incorporate networking into their apps, so they can access data from around the world. They will learn how to harness the power...
Predictive analytics is emerging as a competitive strategy across many business sectors and can set apart high performing companies. It aims to predict the probability of the...
This online course will guide participants through how a client communicates with a server, including details of HTTP/1 vs. HTTP/2.
This online course gives a hands-on introduction to basic programming principles and practice relevant to modern data analysis, data mining, and machine learning.
This course covers data architecture skills that are increasingly critical across a broad range of technology fields. Students will learn the basics of structured data modeling,...
This online course lets participants master the foundational math concepts that drive robotics and put them into practice using MATLAB.
This course represents a focus on several techniques that are widely used in the analysis of high-dimensional data.
In this course students will be developing foundational programming skills to support graphical element presentation and data manipulation from basic functions through to...
This online course shows the key strategies and financing structures used by project managers to generate crucial funding for their projects.
This online course teaches how to be an adaptive leader in development and how to uncover local solutions to complex problems in developing countries.
This online course teaches a comprehensive set of simulation techniques to predict the performance of photonic nanostructures.
This online course explores the Non-Equilibrium Green’s Function (NEGF) method widely used to describe quantum effects in nanoscale devices, along with its applications to...
This online course gives an introduction to least squares from a linear algebraic and mathematical perspective. The course is for students who already have had a class in...
This course provides a case-based introduction to the exciting, high-demand field of machine learning. Students will learn to analyze large and complex datasets, build...
In this course students will learn the basic Linux fundamentals every web developer needs to know. A basic understanding of this system is required to not only get a web...
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