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This course will provide an overview of many concepts, techniques, and algorithms in machine learning, from basic classification to decision trees and clustering.

This MOOC discusses the integration and processing of large amounts of data. It explains processing patterns for big data.

This online course gives an introduction to agile software development. It is designed to give learners the ability to apply agile principles and values to the software...

This online course teaches the fundamentals and some of the advanced topics of the Java Persistence API (JPA) with Hibernatee.

This online course teaches the skills needed to create dynamic content by storing and retrieving data through the use of databases and files including CSV, XML and JSON.

This online course is an introduction to discrete optimization and exposes students to some of the most fundamental concepts and algorithms in the field.

In this course, web developers will learn to implement the OAuth 2.0 framework to allow users to securely login to your web applications. OAuth 2.0 is a popular framework that...

This MOOC discusses the modeling and management of large amounts of data. It explores big data management systems.

This course teaches concepts of machine learning. Machine learning engineers build programs that dynamically perform the analyses that data scientists used to perform manually....

In this online course, participants will learn how to organize their code, and why that’s important. They will be using the MVC Design Pattern in the web application...

This online course is an introduction to the basic concepts of programming languages, with a strong emphasis on functional programming. The course uses the languages ML, Racket,...

This course teaches how to use tools from the Bioconductor project to perform analysis of genomic data. This is the fifth course in the Genomic Big Data Specialization from...

This online course explores the development of 2D and 3D interactive games by analyzing the design of games such as Super Mario Bros., Pokémon, Angry Birds, and more. It also...

This course explores concepts and techniques of advanced analytics for ecosystems around software systems and software development processes. Big data and big data analytics are...

This two-part course introduces the basic mathematical and programming principles that underlie much of Computer Science. Students will refine their programming skills as well...

This online course gives an introduction to Generative AI with Large Language Models (LLMs). It includes the key steps in a typical LLM-based generative AI lifecycle, from data...

This online course gives an introduction to developing deep learning models with Tensorflow (an open source machine library for deep learning).

This MOOC teaches formal methods to systematically develop correct, loop-based programs. The course presents a methodology that illustrates goal-oriented programming, starting...

Statistical inference is the process of drawing conclusions about populations or scientific truths from data. There are many modes of performing inference including statistical...

After this course students will have a solid understanding about systematic debugging, will know how to automate debugging and will have built several functional debugging tools...