Search Algorithms Courses and Certifications

Artificial Intelligence

214 ratings

This course introduces students to the basic knowledge representation, problem solving, and learning methods of artificial intelligence.

• MIT OpenCourseWare
• 24 hours
• Self-Paced
• Free Video

Algorithms, Part I

61 ratings

Explore algorithms and data structures with hands-on Java implementations. Learn essential techniques for sorting, searching, and graph processing, emphasizing practical applications and performance analysis.

• Coursera
• 54 hours
• Self-Paced
• Paid Course

• Best of All Time

Search Algorithms in Artificial Intelligence with Java

216 ratings at Udemy

This Artificial Intelligence Course Teaches Theory, Implementation, and Applications With Robot Path Planning

• Udemy
• 10 hours 22 minutes
• Self-Paced
• Paid Course

Data Structures and Algorithms in Python - Full Course for Beginners

256 ratings

A beginner-friendly introduction to common data structures (linked lists, stacks, queues, graphs) and algorithms (search, sorting, recursion, dynamic programming) in Python. This course will help you prepare for coding interviews and assessments.

• freeCodeCamp
• 13 hours
• Self-Paced
• Free Video

Algorithms and Data Structures Tutorial - Full Course for Beginners

111 ratings

In this course you will learn about algorithms and data structures, two of the fundamental topics in computer science. There are three main parts to this course: algorithms, data structures, and a deep dive into sorting and searching algorithms.

• freeCodeCamp
• 5 hours
• Self-Paced
• Free Video

Introduction to Java Programming: Fundamental Data Structures and Algorithms

50 ratings

Learn to enhance your code by using fundamental data structures and powerful algorithms in Java.

• edX
• 5 weeks, 5-7 hours/week
• Self-Paced
• Free Online Course (Audit)

Intelligent Agents and Search Algorithms

Explore intelligent agent architectures and master search algorithms including A*, minimax, and heuristic optimization for AI problem-solving and decision-making systems.

• Coursera
• 12 hours 17 minutes
• Self-Paced
• Paid Course

Principles of Computing (Part 2)

16 ratings

Explore computational principles, data structures, recursion, and algorithmic thinking through hands-on Python projects, preparing you for advanced problem-solving in computer science.

• Coursera
• 16 hours
• Self-Paced
• Paid Course

Data Structures and Algorithms: Binary Search

Master binary search through six coding implementations, enhancing problem-solving techniques and computer science fundamentals in just over an hour.

• Scrimba
• 1 hour 3 minutes
• Self-Paced
• Free Online Course

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

CS50 2012 - Week 3 Continued: Search Algorithms and Sorting Techniques

Explore efficient search and sorting algorithms, including linear and binary search, bubble sort, selection sort, and merge sort. Learn asymptotic notation for algorithm analysis.

• YouTube
• 1 hour 5 minutes
• Self-Paced
• Free Video

OpenSource Connections

Persona Based Evaluation of Search Systems

Discover how to automate search evaluation using AI personas that simulate diverse users, eliminating manual test cases while ensuring dynamic coverage across multi-modal content.

• YouTube
• 40 minutes
• Self-Paced
• Free Video

Association for Computing Machinery (ACM)

Markovian Search with Socially Aware Constraints

Explore advanced search algorithms incorporating social constraints and Markovian principles to optimize ranking systems and enhance search result relevance.

• YouTube
• 23 minutes
• Self-Paced
• Free Video

OpenSource Connections

Creating Representative Query Sets for Offline Evaluation

Learn to construct representative query sets for offline evaluation in AI/ML experimentation, enhancing understanding of algorithm impacts and streamlining A/B testing processes.

• YouTube
• 42 minutes
• Self-Paced
• Free Video

Algorithmic Governance: Auditing Search and Recommendation Algorithms for Problematic Content

Explore algorithmic audits of YouTube and Amazon, examining misinformation in search and recommendation systems. Learn about challenges and opportunities in algorithmic governance and large language models.

• YouTube
• 56 minutes
• Self-Paced
• Free Video