Algorithms Courses and Certifications

Advanced Algorithms and Data Structures in Python

69 ratings at Udemy

Fenwick trees, Caches, Splay Trees, Prefix Trees (Tries), Substring-Search Algorithms and Travelling Salesman Problem

• Udemy
• 10 hours 21 minutes
• On-Demand
• Paid Course

I/O-efficient algorithms

60 ratings at Coursera

Explore I/O-efficient algorithms for processing large datasets, focusing on memory hierarchy optimization, cache-aware and cache-oblivious techniques, sorting methods, and specialized data structures.

• Coursera
• 9 hours 59 minutes
• On-Demand
• Paid Course

Campus - the Israeli National Project for Digital Learning

Bayesian Algorithms for Self-Driving Cars

1 review

"Bayesian Algorithms for Self-Driving Cars" is an advanced Computer science course, designed to equip the student with the most important localization algorithms now deployed in modern autonomous vehicles.

• edX
• 13 weeks, 2-3 hours a week
• On-Demand
• Free Online Course (Audit)

Machine Learning Algorithms, Tutorial

58 ratings at Udemy

Comprehensive hands-on tutorial covering supervised and unsupervised machine learning algorithms, from clustering to regression, with practical applications and in-depth explanations.

• Udemy
• 17 hours 45 minutes
• On-Demand
• Paid Course

Recursion and Backtracking Algorithms : Coding Interview

53 ratings at Udemy

Learn how to solve backtracking problem using recursion. Master the art of recursion

• Udemy
• 7 hours 24 minutes
• On-Demand
• Paid Course

Mathematical Algorithms in Computing using C++

50 ratings at Udemy

Learn how to implement mathematical algorithms in code.

• Udemy
• 1 hour 23 minutes
• On-Demand
• Free Online Course

C++ Machine Learning Algorithms Inspired by Nature

52 ratings at Udemy

Study the Genetic Algorithm, Simulated Annealing, Ant Colony Optimization, Differential Evolution by Coding from Scratch

• Udemy
• 2 hours 51 minutes
• On-Demand
• Paid Course

École normale supérieure

Approximation Algorithms Part II

46 ratings at Coursera

Explore advanced approximation algorithms using linear programming duality and semidefinite programming for combinatorial optimization problems like Steiner forest, facility location, and maximum cut.

• Coursera
• 1 day 11 hours 30 minutes
• On-Demand
• Paid Course

Genetic Algorithms & Neural Networks: Java, AI

36 ratings at Udemy

Genetic Algorithms, Neural Networks, AI, Neuro-Evolution, Java

• Udemy
• 6 hours 8 minutes
• On-Demand
• Paid Course

Approximation Algorithms

33 ratings at Coursera

Explore efficient approximation techniques for NP-hard problems, learning to design and analyze algorithms that find near-optimal solutions with provable performance guarantees.

• Coursera
• 14 hours 59 minutes
• On-Demand
• Paid Course

Geometric Folding Algorithms: Linkages, Origami, Polyhedra

This course focuses on the algorithms for analyzing and designing geometric foldings. Applications to architecture, robotics, manufacturing, and biology are also covered in this course.

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

Packt

Quantum Computing with Qiskit and Advanced Algorithms

26 ratings at Coursera

Master quantum computing fundamentals and advanced algorithms using Qiskit. Implement teleportation, Bernstein-Vazirani, Deutsch, Grover's, and Shor's algorithms on IBM quantum computers. Gain practical skills for real-world applications.

• Coursera
• 8 hours 57 minutes
• On-Demand
• Paid Course

Geometric Algorithms

24 ratings at Coursera

Explore geometric algorithms for spatial data analysis in robotics, graphics, and GIS. Learn techniques for efficient problem-solving and algorithm design in computational geometry.

• Coursera
• 17 hours 48 minutes
• On-Demand
• Paid Course

Microcredential

Four-Week Coding Interview Prep in C++

21 ratings at CodeSignal

Master coding interview fundamentals through hands-on practice with C++, covering data structures, algorithms, and problem-solving techniques from basic string operations to advanced graph algorithms.

• CodeSignal
• 12 hours
• On-Demand
• Free Certificate
• 4 courses

Microcredential

Four-Week Coding Interview Prep in C#

17 ratings at CodeSignal

Master coding interview fundamentals through hands-on practice with C# - from basic string operations to advanced algorithms like dynamic programming, data structures, and graph theory.

• CodeSignal
• 12 hours
• On-Demand
• Free Certificate
• 4 courses