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Natural Language Processing

NLP is Natural Language Processing the technology behind Home assistants and search engines.

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Day 6: N-Grams and Statistical Language Modeling

Day 6: N-Grams and Statistical Language Modeling

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4 min read
RAG Retrieval Gotchas at Scale: Insights and Solutions

RAG Retrieval Gotchas at Scale: Insights and Solutions

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4 min read
Build a Tiny Semantic Search Engine in Python

Build a Tiny Semantic Search Engine in Python

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4 min read
Transformers: Understanding the Architecture Behind Modern AI

Transformers: Understanding the Architecture Behind Modern AI

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7 min read
Word Sense Disambiguation: How NLP Understands Word Meaning in Context

Word Sense Disambiguation: How NLP Understands Word Meaning in Context

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8 min read
Shopping search translation is mostly query expansion: what 941 real queries showed

Shopping search translation is mostly query expansion: what 941 real queries showed

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3 min read
Day 4: Bag-of-Words and Text Vectorization

Day 4: Bag-of-Words and Text Vectorization

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4 min read
Detecting Word Attraction and Repulsion in Text with wordorientation

Detecting Word Attraction and Repulsion in Text with wordorientation

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1 min read
15 NLP Techniques Every Backend Developer Should Know in 2026 (With Code Examples)

15 NLP Techniques Every Backend Developer Should Know in 2026 (With Code Examples)

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7 min read
Day 3: Stopwords, Stemming, and Lemmatization

Day 3: Stopwords, Stemming, and Lemmatization

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4 min read
AI Writing Markers: Building an Open Dataset and Checker on Hugging Face

AI Writing Markers: Building an Open Dataset and Checker on Hugging Face

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8 min read
How I built recall-first search on PostgreSQL

How I built recall-first search on PostgreSQL

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16 min read
Building an Open Turkish EV Charging Intent Dataset

Building an Open Turkish EV Charging Intent Dataset

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4 min read
How to fix punctuation in speech-to-text and LLM output without calling a model

How to fix punctuation in speech-to-text and LLM output without calling a model

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5 min read
The normalization step that breaks before your ER model does

The normalization step that breaks before your ER model does

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3 min read
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