Searching Algorithms Courses and Certifications

Complete Predictive Analysis & Machine Learning Bootcamp

193 ratings at Udemy

Dive deep into predictive analysis leveraging AI, covering Adaboost, Gaussian Mixture Model, and classification algo.

• Udemy
• 6 hours 21 minutes
• Self-Paced
• Paid Course

Learn how to implement and analyze important algorithms in Java.

• Codecademy
• 3 hours
• Self-Paced
• Free Trial Available

Chennai Mathematical Institute;  NPTEL

Design and analysis of algorithms

2 ratings

This course will cover basic concepts in the design and analysis of algorithms.

• Swayam
• 12 weeks, 2-3 hours a week
• Available until Sep 11, 2026
• Free Online Course

Lua

1 rating

Comprehensive Lua programming course covering syntax, data structures, algorithms, and practical applications. Hands-on exercises for mastering this versatile scripting language.

• Exercism
• Self-Paced
• Free Online Course

Data Structures and Algorithms in Python

1 rating

A beginner-friendly introduction to common data structures (linked lists, stacks, queues, graphs) and algorithms (search, sorting, recursion, dynamic programming) in Python.

• Jovian
• Self-Paced
• Free Online Course

Big O Notation - Full Course

1 rating

Comprehensive guide to Big O Notation, covering various time complexities, algorithms like binary search and merge sort, and space complexity, with practical coding examples.

• freeCodeCamp
• 1-2 hours
• Self-Paced
• Free Video

Artificial Intelligence in Industrial and Management Engineering

1 rating

Explore the fundamentals of artificial intelligence in industrial and management contexts, learning Python-based applications across various AI subdomains including knowledge representation, expert systems, and machine learning.

• Swayam
• 8 weeks
• Self-Paced
• Free Online Course

NeetCode 150 - Essential LeetCode Problems for Coding Interviews

1 rating

Master 150 essential LeetCode problems covering key algorithmic patterns tested by top tech companies. Comprehensive solutions and explanations for coding interview preparation.

• freeCodeCamp
• 14 hours 57 minutes
• Self-Paced
• Free Video

Finding the data you are looking for in a data set is an important skill: get started with two common approaches.

• Codecademy
• 2 hours
• Self-Paced
• Free Trial Available

Computation in Complex Systems

Explore computational complexity from polynomial-time algorithms to NP-complete problems and undecidable challenges, bridging computer science with physics and biology applications.

• Complexity Explorer
• Self-Paced
• Free Certificate

Artificial Intelligence: Foundations and Algorithms

Explore the foundations of AI, including search, logic, Bayes nets, and MDPs. Build problem-modeling skills and prepare for advanced AI subfields. Ideal for CS undergraduates with data structures knowledge.

• Swayam
• Self-Paced
• Free Online Course

PowerShell

Master PowerShell by solving 135 diverse exercises, from basics like "Hello World" to advanced topics like alphametics and REST APIs, with expert mentoring available.

• Exercism
• Self-Paced
• Free Online Course

SQLite

Master SQLite by solving 81 hands-on exercises, from beginner to advanced, covering algorithms, ciphers, data manipulation, and more, with expert mentoring to accelerate your learning.

• Exercism
• Self-Paced
• Free Online Course

Zig

Master Zig by solving 98 hands-on exercises, from basics like "Hello World" to advanced algorithms, with expert mentoring to accelerate your fluency.

• Exercism
• Self-Paced
• Free Online Course

8th

Explore 8th programming through 70 hands-on exercises, covering algorithms, ciphers, data structures, and more, with expert mentoring to help you achieve fluency.

• Exercism
• Self-Paced
• Free Online Course