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Learn Algorithm Analysis online: university courses, full YouTube courses, and courses with free certificates, from the IITs, MIT, Harvard, Google, Microsoft and more.
The University of California, San Diego
Learn about high-performance data structures and supporting algorithms, as well as the fundamentals of theoretical time complexity analysis through an interactive online text.
Stanford Online
The primary topics in this part of the specialization are: asymptotic ("Big-oh") notation, sorting and searching, divide and conquer (master method, integer and matrix multiplication, closest pair), and randomized algorithms (QuickSort, contraction algorithm for min cuts).
This course is a university-level exploration of algorithm and data structure analysis. Go beyond code: learn why algorithms work, not just how. The course covers core mathematical tools, various complexity analysis techniques, sorting algorithms, and data structures like heaps and hash tables. You…
Peking University
算法设计与分析(高级)”是在掌握了算法基本设计技术的基础上，进一步提高的算法课程。本课程重点介绍线性规划、网络流算法、计算复杂性理论、近似算法、随机算法及其应用。
University of Washington
Case Studies: Finding Similar Documents A reader is interested in a specific news article and you want to find similar articles to recommend. What is the right notion of similarity? Moreover, what if there are millions of other documents? Each time you want to a retrieve a new document, do you need…
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University of London
Organisations all around the world are using data to predict behaviours and extract valuable real-world insights to inform decisions. Managing and analysing big data has become an essential part of modern finance, retail, marketing, social science, development and research, medicine and government.…
University of Colorado System
This course is the fourth and final course in the specialization exploring both computational thinking and beginning C programming. Rather than trying to define computational thinking, we’ll just say it’s a problem-solving process that includes lots of different components. Most people have a bette…
University of Colorado System
This specialization is designed to let you explore computational thinking and beginning C programming topics, applying those concepts to develop solutions to a variety of practical problems.The first course assumes no programming experience, and throughout the 4 courses in the specialization you'll…
28DIGITAL
I/O-efficient algorithms, also known as external memory algorithms or cache-oblivious algorithms, are a class of algorithms designed to efficiently process data that is too large to fit entirely in the main memory (RAM) of a computer. These algorithms are particularly useful when dealing with massi…
28DIGITAL
Geometric algorithms are a category of computational methods used to solve problems related to geometric shapes and their properties. These algorithms deal with objects like points, lines, polygons, and other geometric figures. In many areas of computer science such as robotics, computer graphics,…
Packt
Unlock the power of algorithms and data structures with this comprehensive course. Begin your journey by mastering essential concepts such as Big O notation, space complexity, and recursion. Through clear explanations and practical examples, you'll learn to analyze algorithm efficiency and optimize…
