Take free online algorithm classes to improve your skills and boost your performance in school and in work. Get a strong foundation in algorithms or brush up on important problem solving skills today!
Architecture, Algorithms, and Protocols of a Quantum Computer and Quantum Internet
Data Mining: Theories and Algorithms for Tackling Big Data | 数据挖掘：理论与算法
Data Structures & Algorithms II: Binary Trees, Heaps, SkipLists and HashMaps
Data Structures & Algorithms III: AVL and 2-4 Trees, Divide and Conquer Algorithms
Data Structures & Algorithms IV: Pattern Matching, Dijkstra’s, MST, and Dynamic Programming Algorithms
Optimization: principles and algorithms - Unconstrained nonlinear optimization
Optimization: principles and algorithms - Network and discrete optimization
What Are Algorithms?
Algorithms are a set of instructions for how to solve a problem. They appear in mathematics, computer science, and data structures. It's a set of rules that governs a process provides step by step instructions for performing that process. Although we've had mathematical algorithms for centuries, algorithms are now the central figures of computer science. Algorithms now mimic the neural networks of the human brain in artificial intelligence and deep learning. Computer programming is on the edge of solving some of humanity's most pressing issues, and algorithmic knowledge gives you insight into those innovations.
Learning algorithms gives you a wide range of skills for computer engineering, machine learning, and artificial intelligence. Building those skills gives you expertise in computer science and allows you to develop software and hardware that can address humanity's needs and wants. Efficient algorithms are the basis of technological innovation and our continuing inquiries into the nature of life and existence.
Algorithms Courses and Certifications
EdX.org has a wide variety of courses dealing with algorithms. ITT Bombay's Algorithms course gives you an introduction to algorithms, including sorting and search algorithms, graph algorithms, and geometric algorithms. Other courses include algorithms related to specific disciplines including things like C Programming, data structures, graph theory, and quantum computers. If you're taking your knowledge further, certifications such as Machine Learning or Deep Learning and Artificial Intelligence gives you the advanced foundation for a career in this lucrative field. Course materials give you overviews on sorting algorithms, depth-first searches, linear regressions, and a host of other computer algorithms to build models from the microscopic to the massive.
Explore A Vast Career With Algorithms
Different algorithms help process nanotechnology and examine the universe on a massive scale. Dynamic programming helps build better artificial intelligence. Analysis of algorithms helps you reexamine long-standing beliefs about the universe and its structure. The job outlook is growing with major tech companies in the United States looking for better data structures and joining the worldwide race to artificial intelligence. Studying computer science algorithms gives you critical skills in these newest areas. They're the heart of computer science and a source of deep intellectual inquiry. Students with a bit of programming experience should be able to take these algorithm courses and make inquiries in the fields of computer science, artificial intelligence, and even science. The possibilities are vast.