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This online course provides a rigorous introduction to the R programming language, with a particular focus on using R for software development in a data science setting.
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 course teaches how to model social and economic networks and their impact on human behavior. How do networks form, why do they exhibit certain patterns, and how does their...
Statistical inference is the process of drawing conclusions about populations or scientific truths from data. There are many modes of performing inference including statistical...
This course covers the essential exploratory techniques for summarizing data. It will cover in detail the plotting systems in R as well as some of the basic principles of...
This online course program explores the main areas of machine learning: supervised learning, unsupervised learning, deep learning, and reinforcement learning.
This course considers the common data structures that are used in various computational problems. Participants will learn how these data structures are implemented in different...
This course focuses on data science in real life. It will contrast the ideal with what happens in real life. By contrasting the ideal, students will learn key concepts that will...
This online course explains the basic principles of machine translation. It covers the main difficulties of translating natural languages and the principles of different machine...
This online course teaches the accounting for equity, pensions, share-based compensation and cash flows.
This online course focuses on the major design tools used in the creation of an Application Specific Integrated Circuit (ASIC) or System on Chip (SoC) design.
In this online course, participants write programs in Java to solve real world problems that are large enough to require multiple classes working together. Participants learn...
This online course teaches the foundations of deep learning. Participants can learn how to build, train and apply deep neural networks.
This course covers how to find the right people to fill out a data science team, how to organize them to give them the best chance to feel empowered and successful, and how to...
This course covers fundamental principles of design and how to effectively evaluate one`s work with users. Students will learn fundamental principles of visual design to...
This online course program explores digital transformation trends in the field of aerospace.
This course explores the analysis and design of thin-walled pressure vessels and engineering structures subjected to torsion.
This online course explores advanced valuation methods such as DCF, real options, and option games (game theory).
This course is a continuation of Crypto I and explains the inner workings of public-key systems and cryptographic protocols. Students will learn how to reason about the security...
This online course gives an introduction to the infrastructure and platform services provided by Google Cloud Platform.
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