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This online course gives an introduction to generative adversarial networks (GANs). It teaches how to build and train different GANs architectures to generate new images using...
This course teaches about the TCP/IP stack, IP addressing, DNS, and other protocols that underlie the Web technologies in use.
Through this course, students will learn about documentation and what are the steps to realize a well-structured README.
In this course, students will learn how to apply Supervised, Unsupervised and Reinforcement Learning techniques for solving a range of data science problems.
This course will teach students the design and analysis of A/B tests, also known as split tests, which are online experiments used to test potential improvements to a website or...
This online course gives an introduction to Generative AI and shows how it is used and how it differs from traditional machine learning methods.
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 course teaches its students about basic concepts in theoretical computer science – such as NP-completeness – and what they imply for solving tough algorithmic problems.
This online course explores the embedded system stack with a focus on processor architectures, instruction sets and the associated advanced compiler optimizations.
This online course gives an introduction to large language models and shows how they can be utilized and how to use prompt tuning to enhance LLM performance.
The Apache™ Hadoop® project develops open-source software for reliable, scalable, distributed computing.Through this course, students will learn the fundamental principles...
This course introduces techniques for visualizing relationships in data and systematic techniques for understanding the relationships using mathematics.
In this course, students will learn to find numerical solutions to systems of differential equations. They will write code in Python to fight forest fires, rescue the Apollo 13...
Through this course, students will study physics abroad in Europe – virtually! They will learn the basics of physics on location in Italy, the Netherlands and the UK, by...
This online course gives an introduction to compilers (automatic translators for higher level programming languages).
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...
This online course gives a first introduction to Data Science. It includes an overview of the following topics:Data ManipulationData Analysis with Statistics and Machine...
Cryptography is present in everyday life, from paying with a credit card to using the telephone. This course teaches all about making and breaking puzzles in computing.
The goal of this course is to equip its students with the skills necessary to define requirements, set up an integrated development environment (IDE), learn Git (and Github!)...
This online course teaches the basics of Java programming.The course teaches the foundations of Java syntax, the use of variables and data types, conditional statements,...
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