Algorithm Design

Sort options

Practical Steps for Building Fair AI Algorithms (Coursera)

May 27th 2024
Practical Steps for Building Fair AI Algorithms (Coursera)
Course Auditing
Categories
Effort
Languages
Algorithms increasingly help make high-stakes decisions in healthcare, criminal justice, hiring, and other important areas. This makes it essential that these algorithms be fair, but recent years have shown the many ways algorithms can have biases by age, gender, nationality, race, and other attributes. This course will teach you [...]

Algorithms for Searching, Sorting, and Indexing (Coursera)

This course covers basics of algorithm design and analysis, as well as algorithms for sorting arrays, data structures such as priority queues, hash functions, and applications such as Bloom filters. Algorithms for Searching, Sorting, and Indexing can be taken for academic credit as part of CU Boulder’s Master of [...]

Trees and Graphs: Basics (Coursera)

May 6th 2024
Trees and Graphs: Basics (Coursera)
Course Auditing
Categories
Effort
Languages
Basic algorithms on tree data structures, binary search trees, self-balancing trees, graph data structures and basic traversal algorithms on graphs. This course also covers advanced topics such as kd-trees for spatial data and algorithms for spatial data. Trees and Graphs: Basics can be taken for academic credit as part [...]

High Performance Computing (Udacity)

The goal of this course is to give you solid foundations for developing, analyzing, and implementing parallel and locality-efficient algorithms. This course focuses on theoretical underpinnings. To give a practical feeling for how algorithms map to and behave on real systems, we will supplement algorithmic theory with hands-on exercises [...]

Algebra & Algorithms (Coursera)

Algebra is one of the definitive and oldest branches of mathematics, and design of computer algorithms is one of the youngest. Despite this generation gap, the two disciplines beautifully interweave. Firstly, modern computers would be somewhat useless if they were not able to carry out arithmetic and algebraic computations [...]

Algorithms: Design and Analysis, Part 2 (edX)

Self Paced
Algorithms: Design and Analysis, Part 2 (edX)
Course Auditing
Categories
Effort
Languages
Welcome to the self paced course, Algorithms: Design and Analysis, Part 2! Algorithms are the heart of computer science, and the subject has countless practical applications as well as intellectual depth. This course is an introduction to algorithms for learners with at least a little programming [...]

AP Computer Science A: Java Programming Loops and Data Structures (edX)

No sessions available
AP Computer Science A: Java Programming Loops and Data Structures (edX)
Course Auditing
Categories
Effort
Languages
AP Computer Science A from Purdue University. In this computer science course, you will learn the basics of programming in the Java language, and cover topics relevant to the AP Computer Science A course and exam. This course will cover repetition statements (for, while, do-while and for-each), the array [...]

Algorithm Design and Analysis (edX)

Learn about the core principles of computer science: algorithmic thinking and computational problem solving. How do you optimally encode a text file? How do you find shortest paths in a map? How do you design a communication network? How do you route data in a network? What are the [...]