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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 online course discusses the key problems of parameter estimation in both directed and undirected models, as well as the structure learning task for directed models.

This online course (MOOC) teaches agile methods, object-oriented programing and best practices for analysis, design, testing and management in software engineering. 

This online course shows how to program in Java and teaches general programming and problem-solving skills.The course explores how to design algorithms and develop and debug...

This course focuses on the concepts and tools behind reporting modern data analyses in a reproducible manner. Reproducible research is the idea that data analyses, and more...

This online video lecture series gives an introduction to the way computers are build and designed.

This online course teaches how to use TypeScript and its features like Types, ES6 Support, Classes, Modules, Interfaces and much more.

This online course teaches how to build an ecommerce website using Shopify and how to integrate Shopify with Amazon, Etsy and eBay.

This online course teaches Python step by step for beginners. It includes more than 100 short video lessons, covering topics from the object and data structure basics to...

This course is designed to introduce students to the exciting field of cybersecurity. Throughout the course, participants will engage with expertly produced videos, gain insight...

This MOOC discusses cybersecurity in the context of mobile devices.

This online course program shows how to deploy, build, migrate, and monitor cloud-based applications on Microsoft Azure. It includes modules on Azure applications, Azure...

This online course program gives an introduction to User Experience fundamentals. It covers the various development phases (UX research, design, prototyping and evaluation) and...

This online course gives an introduction to test-driven software development, including the core concepts and the types of testing. Some prior knowledge of the Python...

This online course program gives an introduction to cloud computing, big data analytics, and cloud architecture on the Alibaba Cloud platform.

This online course teaches basic, intermediate and advanced techniques in Microsoft Excel.It shows the most common Excel functions but also includes more advanced topics such as...

This course teaches how to transform information from a format efficient for computation into a format efficient for human perception, cognition, and communication and explores...

This online course teaches Machine Learning for iOS development.

This course teaches the principles and concepts involved in the analysis and design of large software systems.

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...