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This course explores algorithms for mining and analyzing big text data to discover interesting patterns, extract useful knowledge, and support decision making.

This course teaches data mining techniques for both structured data which conform to a clearly defined schema, and unstructured data which exist in the form of natural language...

This online course program explores the ways in which the concepts of mind and human thinking are challenged by the techniques and ideas of artificial intelligence and computer...

This online course series teaches the fundamentals of programming in Python 3. Participants should have some basic prior programming experience.

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

This is the continuation of Approximation algorithms, Part 1. Here participants will learn linear programming duality applied to the design of some approximation algorithms, and...

This course is designed to train students in the mathematical concepts and process of "Algorithmic Thinking", allowing them to build simpler, more efficient solutions to...

Cryptography is an indispensable tool for protecting information in computer systems. This course explains the inner workings of cryptographic primitives and how to correctly...

This online course program gives an introduction to creating web applications using Django. It covers HTML, CSS, SQL, Django, JavaScript, jQuery, and JSON Web Services.

Experienced Computer Scientists analyze and solve computational problems at a level of abstraction that is beyond that of any particular programming language. This two-part...

This course will introduce the basics of the JavaScript language and will cover concepts such as variables, looping, functions, and a little bit about debugging tools. Students...

This course lets students use their problem solving and Java programming skills by creating recommender systems. They will work with data on a topic such as books, movies or...

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 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 online course gives an introduction to computer security in companies.

This course covers the concepts of the most important information technologies. Topics covered include Smartphones, OS, Cloud Computing, Big Data, CDN, Wi-Fi, Bluetooth, Mobile...

This online course teaches the basic concepts and technologies of creating VR experiences for VR developers.

This online course program explores advanced topics in web development with Django. It is assumed that learners are familiar with Python and Django basics. The program covers...

This online course covers advanced machine learning and signal processing concepts, including supervised and unsupervised machine learning.

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...