Algorithm Analysis Courses and Certifications

Sorting and Searching Algorithms in Python

Dive into essential sorting and searching algorithms in Python, from binary search to advanced sorting techniques, with hands-on practice solving complex coding problems and real-world applications.

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

Linked Lists, Stacks, and Queues in Python

Master fundamental data structures in Python through hands-on implementation of linked lists, stacks, and queues. Build practical applications and solve common coding interview challenges while understanding complexity analysis.

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

Sorting and Searching Algorithms in JS

Master sorting and searching algorithms in JavaScript through hands-on practice with recursion, binary search, quicksort, and merge sort, focusing on real-world applications and optimization techniques.

• 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

Computer Science 101: Master the Theory Behind Programming

6715 ratings at Udemy

Computer Science 101: Learn Computer Science to become a better Programmer and Software Engineer.

• Udemy
• 11 hours 50 minutes
• On-Demand
• Paid Course

Algorithms and Data Structures in C#: Complete Tutorial

2237 ratings at Udemy

Learn data structures and algorithms in C# from A to Z. Pass coding interview. Learn unit testing and TDD in addition.

• Udemy
• 18 hours 29 minutes
• On-Demand
• Paid Course

Data Structures and Algorithms In C ( DSA )

1380 ratings at Udemy

Data Structures and Algorithms in C Using C DSA C Data Structures Algorithms with C LeetCode C DSA in C DSA and C DSA C

• Udemy
• 10 hours 15 minutes
• On-Demand
• Paid Course

Data Structures and Algorithms In C# ( DSA )

1058 ratings at Udemy

Data Structures and Algorithms in C# Using DSA C# and DSA in C# Data Structures Algorithms DSA with C# DSA in C# DSA C#

• Udemy
• 10 hours 37 minutes
• On-Demand
• Paid Course

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

Algorithms for Searching, Sorting, and Indexing

533 ratings at 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.

• Coursera
• 1 day 11 hours 8 minutes
• On-Demand
• Paid Course

CodeWithHarry

Best Case, Worst Case and Average Case Analysis of Algorithms

Explore best, worst, and average case analysis for algorithms and data structures. Learn essential techniques to evaluate algorithm efficiency and performance in different scenarios.

• YouTube
• 40 minutes
• On-Demand
• Free Video

CodeWithHarry

Asymptotic Notations - Big O, Big Omega and Big Theta Explained

Comprehensive explanation of asymptotic notations used in algorithm analysis, covering Big O, Big Omega, and Big Theta with practical examples and downloadable notes.

• YouTube
• 34 minutes
• On-Demand
• Free Video

Recommender Systems Capstone

30 ratings at Coursera

Comprehensive analysis and design project for recommender systems, applying algorithms and evaluation techniques to a case study. Produce a report documenting analysis, solution, and justification.

• Coursera
• 2 hours 56 minutes
• On-Demand
• Paid Course

Microcredential

Discrete Mathematical Tools for Computer Science

Master discrete mathematics fundamentals for computer science: logic, counting, algorithms, recursion, and probability through rigorous problem-solving and proofs.

• Coursera
• 4 weeks, 10 hours a week
• On-Demand
• Paid Course
• 3 courses

AP Computer Science A: Java Programming Polymorphism and Advanced Data Structures

Explore advanced Java programming concepts including polymorphism, exceptions, and dynamic data structures. Master OOP strategies and algorithms for efficient coding.

• edX
• 6 weeks, 5-10 hours a week
• On-Demand
• Free Online Course (Audit)