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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 teaches about the TCP/IP stack, IP addressing, DNS, and other protocols that underlie the Web technologies in use.

This video lecture discusses the computational complexity theory, including the Chomsky hierarchy, (un-) decidability,SPACE versus TIME, EXPSPACE and more advanced topics.

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 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 course provides web developers the tools they need to profile apps and identify the causes of jank. They will explore the browser’s rendering pipeline and uncover patterns...

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...

In this course, students will create classifiers that provide state-of-the-art performance on a variety of tasks and will become familiar with some of the most successful...

This online course explores algorithmics and graph theory using Python.

This course covers relevant systems, the principles on which they rely, their tradeoffs, and how to evaluate their utility against one`s requirements. Cloud computing, SQL and...

The purpose of this course is to teach its students to make their applications look clean and professional. The participants will understand (from experience) the importance of...

This online course teaches how to use powerful, open-source, Python tools, including Pandas, Git and Matplotlib, to manipulate, analyze, and visualize complex datasets.

This online course series prepares learners to use the IBM AI Enterprise Workflow that enables data scientists to build AI solutions, starting with business priorities and...

In this course students will expand their repertoire of additional features and more advanced functions that may be implemented within the iOS environment. They will refine...

Integrieren Sie die CLR-Komponente des .NET-Frameworks in Ihre Datenbankanwendungen und erzeilen sie deutliche Leistungssteigerungen.

Erstellen Sie eine eigene String-Bibliothek als hundertprozentigen Ersatz für die String-Bibliothek der C++-STL.

Lernen Sie, wie Sie eine professionelle Retusche durchführen und einen eigenen Bildlook entwickeln. Dank nicht-destruktivem Workflow lässt sich der Look jederzeit ändern.

Nutzen Sie in SQL Server Trigger, gespeicherte Prozeduren, Late Binding, Fehlerbehandlung sowie Scalar- und Tabellenwertfunktionen.

Pritieren Sie von erweiterten Möglichkeiten in der WordPRess-Programmierung druch den Einsatz der WordPress REST-API.

Lernen Sie die Bestandteile von modernen Webanwendungen kennen und nutzen.