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Through this course students will understand the rationale behind the current design and implementation decisions in modern OS’s (like Linux) by considering the historic...
This online lecture series presents the theory of fundamental machine learning concepts. Topics covered in the video lectures include: Bayesian theory of optimal decisions...
This online course explores common cyber threats and attacks that face small and medium enterprises, and what can be done to prevent them.
This online course explores how to analyze data in Python, using multi-dimensional arrays in numpy, manipulating DataFrames in pandas, using SciPy library of mathematical...
This online course explores algorithmics and graph theory using Python.
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 online course explores greedy algorithms (scheduling, minimum spanning trees, clustering, Huffman codes) and dynamic programming (knapsack, sequence alignment, optimal...
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...
This online course gives an introduction to Haskell, the increasingly popular functional programming language.
This online course teaches AutoLayout and how to use stack views and constraints to create pixel-perfect UIs.
This online course teaches the principles and methods of ethical hacking and penetration testing. It includes the legal aspects of penetration testing, penetration testing...
This online course (MOOC) teaches agile methods, object-oriented programing and best practices for analysis, design, testing and management in software engineering.
This MOOC (online course) teaches important principles of modern web security / cyber security and best practices.
In this course, students will use computers to creatively design web pages using HTML and CSS. They will then use Javascript to develop programs and algorithms--ways to get the...
This online course gives an introduction to least squares from a linear algebraic and mathematical perspective. The course is for students who already have had a class in...
This course will introduce students to the basics of the Structured Query Language (SQL) as well as basic database design for storing data as part of a multi-step data...
This online course explores how to identify and alleviate bias and discrimination in Artificial Intelligence.
This online course teaches JavaScript programming by implementing key biology concepts in code, including natural selection, genetics and epidemics.
This online course provides the learner with the skills for creating new visualization building blocks. Learners will be able to build the tools needed to visualize a wide...
This course covers practical techniques to elicit and express software requirements from client interactions.
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