Algorithm Analysis Courses and Certifications

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
• Self-Paced
• 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
• Self-Paced
• Paid Course

Data Structures & Performance Analysis​

Master data structures and algorithms in Python to build efficient and optimized solutions.

• OpenLearning
• 10 hours
• Self-Paced
• Paid Course

The Design and Analysis of Algorithm Masterclass

661 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
• Self-Paced
• Paid Course

Algorithms for Searching, Sorting, and Indexing

536 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
• Self-Paced
• 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
• Self-Paced
• 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
• Self-Paced
• Free Video

Capstone: Analyzing (Social) Network Data

100 ratings at Coursera

Analyze social networks to uncover influential members, sub-communities, and connections. Apply graph algorithms and data structures to explore real-world network data and showcase findings through a video presentation.

• Coursera
• 19 hours 49 minutes
• Self-Paced
• Paid Course

Computer Science 101: Master the Theory Behind Programming

6739 ratings at Udemy

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

• Udemy
• 11 hours 50 minutes
• Self-Paced
• Paid Course

Intro to Algorithms

6 ratings

This class will give you an introduction to the design and analysis of algorithms, enabling you to analyze networks and discover how individuals are connected.

• Udacity
• 16 hours
• Self-Paced
• Free Online Course

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
• Self-Paced
• Paid Course

Credential

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/week
• Self-Paced
• 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/week
• Self-Paced
• Free Online Course

NPTEL;  IIT Bombay

Design & Analysis of Algorithms

2 ratings

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
• Self-Paced
• Free Video

Algorithms and Data Structures in C#: Complete Tutorial

2246 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
• Self-Paced
• Paid Course