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This course explores regularized linear regression models for the task of prediction and feature selection. Students will be able to handle very large sets of features and...
This course covers intermediate topics in data science. Students will gain hands-on experience with scalable SQL and NoSQL data management solutions, data mining algorithms, and...
This is a core course in artificial intelligence. After this course, students will be able to design and implement a knowledge-based artificial intelligence agent and use it to...
In this course, students will use analytical elements of SQL for answering business intelligence questions and learn features of relational database management systems for...
Closely related to pattern recognition, Unsupervised Learning is about analyzing data and looking for patterns. It is an extremely powerful tool for identifying structure in...
This course covers the concepts and methodologies used in systems-level analysis of biomedical systems. Successful participants will learn how to use experimental, computational...
This online course series gives an introduction to the design, management, and operation of logistics assets involved in the global distribution of products.
This online course teaches how to texture weapons and assets for game props in the classic hand-painted texturing style.
This course teaches about the technologies underlying experimentation used in systems biology, with particular focus on RNA sequencing, mass spec-based proteomics, flow/mass...
This series of online courses teaches object-oriented programming in Java for software developers with some prior programming experience.
This course teaches about the TCP/IP stack, IP addressing, DNS, and other protocols that underlie the Web technologies in use.
This online course teaches ten beginning hip hop dance routines. The course aims for participants to be able to perform hip hop choreography.
This online course explains the fundamentals of Bitcoin, a cryptocurrency based on the Blockchain technology. The course is designed for beginners with no prior experience.The...
This online course explores how organizations handle phone calls to ensure good levels of service.
This online lecture series reviews linear algebra with applications to probability and statistics and optimization. It covers linear algebra concepts that are key for...
In this course, students will use and analyze data structures that are used in industry-level applications, such as linked lists, trees, and hashtables. They will apply...
Statistical experiment design and analytics are at the heart of data science. In this course students will design statistical experiments and analyze the results using modern...
This course teaches its students how to approach programming problems and devise a solution. In this course, students will learn new concepts, patterns, and methods that will...
This online course teaches REST API backend development and how to build Node API and restful express API.
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