Search Algorithms Courses and Certifications

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
• On-Demand
• Free Video

Data Structures and Algorithms in Python - Full Course for Beginners

100 reviews

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
• On-Demand
• Free Video

Artificial Intelligence

86 reviews

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

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

Introducción a la Inteligencia Artificial: Principales Algoritmos

25 reviews

Aprende cómo funcionan los algoritmos de inteligencia artificial que hacen posible los chatbos, automóviles autónomos, el reconocimiento de voz y más.

• edX
• 4 weeks, 4-5 hours a week
• On-Demand
• Free Online Course (Audit)

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
• On-Demand
• Free Video

Artificial Intelligence

This course gives a survey of topics in AI along with in-depth foundational concepts such as classical search, probability, machine learning, logic and planning.

• Udacity
• 16 weeks
• On-Demand
• Free Online Course

Artificial Intelligence - Principles and Techniques - Autumn 2019

Understand Artificial Intelligence, its principles and techniques with this Standford engineering course.

• YouTube
• 1 day 1 hour
• On-Demand
• Free Online Course

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
• On-Demand
• Free Video

Artificial Intelligence Essentials

12 ratings at Coursera

Explore AI through philosophy, sci-fi, and Python. Learn rational agents, search algorithms like A*, and complete coding assignments for practical AI application.

• Coursera
• 18 hours 17 minutes
• On-Demand
• Free Online Course (Audit)

Search Engines for Web and Enterprise Data

Explore web and enterprise search technologies, including indexing, ranking, and advanced applications. Learn to evaluate search quality, understand user intent, and apply real-world examples to reinforce algorithm comprehension.

• Coursera
• 1 day 6 hours 2 minutes
• On-Demand
• Free Online Course (Audit)

AI Essentials: Introduction to Artificial Intelligence

380 ratings at Udemy

AI Essentials: A Simple Introduction to Artificial Intelligence Technologies by MTF Institute

• Udemy
• 1 hour 4 minutes
• On-Demand
• Paid Course

Microcredential

Introduction to Python Programming

1 review

Learn Python fundamentals, control structures, data handling, and object-oriented programming. Develop practical coding skills through interactive exercises and real-world examples. Gain a solid foundation for further computer science studies.

• edX
• 20 weeks, 9-10 hours a week
• On-Demand
• $596.00
• 4 courses

Learn Basics of Data Structures & Algorithms in C++

355 ratings at Udemy

Covers Types & Search Algorithms with implementation in C++ & Analysis of Complexity with Interview Based Questions

• Udemy
• 3 hours 49 minutes
• On-Demand
• Paid Course

Power of the Google - Search tools for the internet.

102 ratings at Udemy

An interesting course to effectively search the Internet.

• Udemy
• 3-4 hours
• On-Demand
• Free Online Course

Data Structures and Algorithms (C# code in GitHub)

41 ratings at Udemy

Search, Sort, Binary Heaps, Binary Trees, Nary Trees (paired with C# implementations in an open source GitHub repo)

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