Computational Complexity Courses and Certifications

Maximizing Efficiency in Problem-Solving Techniques in TypeScript

Master advanced problem-solving techniques in TypeScript, from optimizing combinatorial logic and array queries to implementing efficient heap structures and query optimization methods.

• CodeSignal
• 3 hours
• On-Demand
• Free Certificate

DATA STRUCTURES AND ALGORITHMS (SCSJ 2013)

"Data dominates. If you've chosen the right data structures and organized things well, the algorithms will almost always be self-evident." - Rob Pike

• OpenLearning
• On-Demand
• Paid Course

Maximizing Efficiency in Problem-Solving Techniques in PHP

Master advanced PHP problem-solving techniques, from optimizing brute force methods to implementing efficient data structures like heaps for handling complex computational challenges.

• CodeSignal
• 3 hours
• On-Demand
• Free Certificate

Fundamental Data Structures - Stacks and Queues in Ruby

Master the implementation and application of stacks and queues in Ruby, focusing on their internal workings and effectiveness for solving algorithmic challenges in technical interviews.

• CodeSignal
• 2 hours
• On-Demand
• Free Certificate

Maximizing Efficiency in Problem-Solving Techniques in Java

1 review

Master advanced Java problem-solving techniques through hands-on practice with algorithms, data structures, and optimization methods for efficient coding solutions and improved computational thinking.

• CodeSignal
• 3 hours
• On-Demand
• Free Certificate

Introduction to Algorithms

2 reviews

This course provides an introduction to mathematical modeling of computational problems. It covers the common algorithms, algorithmic paradigms, and data structures used to solve these problems.

• MIT OpenCourseWare
• 42 hours
• On-Demand
• Free Video

Complete Algorithms Complexity and Big O Notation Course

932 ratings at Udemy

Master algorithm complexity evaluation and Big O notation through practical examples, including solutions to FAANG interview questions and recursive algorithms analysis.

• Udemy
• 1 hour 57 minutes
• On-Demand
• Paid Course

The Design and Analysis of Algorithm Masterclass

659 ratings at Udemy

Algorithm & Data Structures will help you to Crack Coding Interviews (C/C++Java/Python) Learn Algorithm Data Structures

• Udemy
• 12 hours 33 minutes
• On-Demand
• Paid Course

Instituto de Matemática Pura e Aplicada

Computação, Lógica e Teoria dos Conjuntos (2023)

Explore linguagens formais, máquinas de Turing, decidibilidade, complexidade algorítmica, lógica de primeira ordem, teoremas de Gödel e teoria dos conjuntos ZFC.

• YouTube
• 1 day 9 hours 19 minutes
• On-Demand
• Free Video

Ryan O'Donnell

Undergraduate Computational Complexity Theory

Explore fundamental computational complexity theory through 28 comprehensive lectures covering P vs NP, reductions, space complexity, and randomized algorithms from Carnegie Mellon.

• YouTube
• 1 day 13 hours 36 minutes
• On-Demand
• Free Video

Time and space complexity analysis (big-O notation)

232 ratings at Udemy

Learn how to analyze the time complexity and the space complexity of an algorithm by using the big O notation

• Udemy
• 7 hours 35 minutes
• On-Demand
• Paid Course

NPTEL;  IIT Bombay

Design & Analysis of Algorithms

2 reviews

Comprehensive exploration of algorithm design techniques, analysis frameworks, and problem-solving strategies, covering divide-and-conquer, greedy algorithms, dynamic programming, and NP-completeness.

• YouTube
• 1 day 6 hours
• On-Demand
• Free Video

Data Structures & Algorithms Blueprint - Part 1 (of 2)

178 ratings at Udemy

Master Data Structures Algorithm from scratch as it Data Structures Algorithm is the most subject of computer science

• Udemy
• 1 day 21 hours 39 minutes
• On-Demand
• Paid Course

Clemson University

Design and Analysis of Algorithms

35 ratings at Coursera

Master fundamental algorithm design techniques, data structures, and analysis methods through comprehensive exploration of sorting, recursion, hashing, optimization, and graph algorithms.

• Coursera
• 1 day 3 hours 29 minutes
• On-Demand
• Paid Course

Packt

Foundations of Data Structures and Algorithm Analysis

31 ratings at Coursera

Master essential data structures and algorithms through hands-on Python implementation, covering complexity analysis, arrays, trees, graphs, and advanced concepts for optimal problem-solving and technical interview preparation.

• Coursera
• 12 hours 9 minutes
• On-Demand
• Paid Course