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Natural Language Processing

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

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Building an NLP Pipeline to Classify 225,000 Central Bank Sentences

Building an NLP Pipeline to Classify 225,000 Central Bank Sentences

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4 min read
Evaluating Legal Reasoning Traces with Legal Issue Tree Rubrics

Evaluating Legal Reasoning Traces with Legal Issue Tree Rubrics

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2 min read
How AI Text Detection Works Under the Hood: Perplexity, Burstiness, and Classifiers

How AI Text Detection Works Under the Hood: Perplexity, Burstiness, and Classifiers

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5 min read
Fine-Tuning Large Language Models Using AWS AI Services

Fine-Tuning Large Language Models Using AWS AI Services

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5 min read
What Reddit Can Teach Us About Women’s Watch Preferences (Python + NLP Project)
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What Reddit Can Teach Us About Women’s Watch Preferences (Python + NLP Project)

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5 min read
Day 4 - Chunking continued - RAG

Day 4 - Chunking continued - RAG

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1 min read
Context Pruning Unlocks Superior RAG Accuracy Metrics

Context Pruning Unlocks Superior RAG Accuracy Metrics

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1 min read
Build a Resume Parser & Job Matcher API with FastAPI and NLP
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Build a Resume Parser & Job Matcher API with FastAPI and NLP

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23 min read
How Azure AI Enables Chatbots and Conversational Applications

How Azure AI Enables Chatbots and Conversational Applications

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2 min read
Why I debug my RAG pipeline stage by stage, not end to end

Why I debug my RAG pipeline stage by stage, not end to end

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2 min read
Building the Romanian NLP API that should already exist
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Building the Romanian NLP API that should already exist

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3 min read
How to Make xt850 Match xt 850
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How to Make xt850 Match xt 850

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6 min read
How We Used ML + NLP to Predict Software Failures in Real Time
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How We Used ML + NLP to Predict Software Failures in Real Time

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5 min read
How to Speed Up Phrase Search with bigram_index
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How to Speed Up Phrase Search with bigram_index

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6 min read
# 🚀 How Large Language Models (LLMs) Actually Work (With Diagrams + Code)

# 🚀 How Large Language Models (LLMs) Actually Work (With Diagrams + Code)

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2 min read
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