Search Algorithms Courses and Certifications

Great Learning

Search Algorithms in Java

Learn Java search algorithms: linear and binary search implementation, time and space complexity analysis, and algorithmic concepts for optimized data retrieval.

• YouTube
• 1 hour 14 minutes
• On-Demand
• Free Video

CodeBeauty

Array of Objects Algorithms - Search, Sort, Reverse, Max, Min, Custom Methods

Learn essential array operations: searching, sorting, reversing, and finding min/max elements. Master custom comparison methods and best practices for efficient array manipulation in object-oriented programming.

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

Graham Neubig

Neural Nets for NLP 2020: Advanced Search Algorithms

Explore advanced search algorithms for NLP, including beam search, minimum Bayes risk, and sampling-based methods. Learn to address search errors and model errors in neural networks.

• YouTube
• 1 hour 3 minutes
• On-Demand
• Free Video

Graham Neubig

CMU Neural Nets for NLP 2017 - Advanced Search Algorithms

Explore advanced search algorithms for NLP, including beam search and A*-type search, with a focus on their applications, benefits, and challenges in neural network-based language processing.

• YouTube
• 1 hour 2 minutes
• On-Demand
• Free Video

Center for Language & Speech Processing(CLSP), JHU

Forest Based Search Algorithms in Parsing Machine Translation

Discover forest-based search algorithms for parsing in machine translation, exploring advanced computational linguistics techniques and optimization methods.

• YouTube
• 1 hour 3 minutes
• On-Demand
• Free Video

Dave Churchill

Introduction to Artificial Intelligence: Assignment and Search Algorithms - Lecture 4

Dive into JavaScript-based AI problem-solving techniques, focusing on states, actions, and search algorithms through practical game development assignments and GUI implementations.

• YouTube
• 1 hour 15 minutes
• On-Demand
• Free Video

Center for Language & Speech Processing(CLSP), JHU

Dynamic Programming Based Search and Segmentation Algorithms

Explore dynamic programming techniques for search and segmentation algorithms in computational linguistics and speech processing applications.

• YouTube
• 1 hour 8 minutes
• On-Demand
• Free Video

Scrimba

Data Structures and Algorithms: Binary Search

Enhance coding skills by implementing six binary search algorithms, focusing on hands-on learning and problem-solving techniques applicable to broader software development contexts.

• Coursera
• 1 hour 18 minutes
• On-Demand
• Paid Course

Microcredential

Mastering Algorithms and Data Structures in Go

Master essential algorithms and data structures using Go - from maps and sorting to stacks, queues, and linked lists. Gain practical experience solving complex programming problems and coding challenges.

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

Coursera Microcredential

Vector DB Foundations, Embeddings & Search Algorithms

Master vector databases, embeddings, and semantic search algorithms to build advanced retrieval systems and multimodal search applications with hands-on Python projects.

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

Microcredential

Mastering Algorithms and Data Structures in PHP

Master essential PHP data structures and algorithms, from hash tables to linked lists, while learning optimal implementation strategies and problem-solving techniques for technical interviews and real-world applications.

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

Microcredential

Building an AI Cooking Helper with FastAPI

Discover how to build a complete AI-powered cooking assistant using FastAPI, OpenAI integration, database modeling, and text-to-speech for smart recipe generation and management.

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

Building the Recipe API: Retrieval, Search, and Filter

Master API development by building dynamic recipe endpoints with retrieval, search, filtering, pagination, and duplicate management for interactive data-driven applications.

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

Advanced Filtering, Aggregation, and Sorting

Master advanced API development with filtering, aggregation, and sorting techniques for building a comprehensive Reading Tracker with user progress, shelves, and analytics features.

• CodeSignal
• 1 hour
• On-Demand
• Free Certificate

Building the API: Retrieval, Search, and Filter with FastAPI

Master FastAPI by building interactive recipe API endpoints with retrieval, search, filtering, pagination, and data serialization using Pydantic models.

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