🔍 Crawl, Index, Rank: A DIY Search Engine Odyssey

By

DP

ZARIF

4

Categories

💻 Software Development

🌐 Web Engineering

🔍 Search Technology

Levels

🌱 Beginner - 🚀 Advance

languages

🇬🇧 English

Course Topics (24)

Foundations of Search Engines

Overview of Search Engines

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Basics of Web Crawling

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Introduction to Indexing

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Information Retrieval Models

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Building a Web Crawler

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HTTP & HTML Parsing

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URL Frontier & Scheduling

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Politeness & robots.txt

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Distributed Crawling Basics

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Designing the Index

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Inverted Index Data Structures

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Tokenization & Text Processing

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Stemming & Lemmatization

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Stop Words & Noise Handling

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Ranking and Retrieval

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Boolean & Ranked Retrieval

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TF-IDF & Vector Space Model

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PageRank & Link Analysis

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Modern Ranking Signals

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Query Processing & UI

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Query Parsing & Spell Correction

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Autocomplete & Suggestions

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Search UI Design

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Performance & Latency

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Scaling & Advanced Topics

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Distributed Indexing with MapReduce

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Sharding & Replication

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Caching Strategies

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Real-time Search & Freshness

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