--- title: AI Projects 2 — Spam Email Detection with Scikit-Learn:... description: A step-by-step tutorial on building a spam email classification pipeline in Python using Scikit-Learn. Covers the full NLP workflow including text... canonical: https://daily.dev/posts/ai-projects-2-spam-email-detection-with-scikit-learn-end-to-end-pipeline-2026-lm5fz5hza twitter:card: summary_large_image twitter:site: @dailydotdev og:type: website og:site_name: daily.dev og:title: AI Projects 2 — Spam Email Detection with Scikit-Learn: End-to-End Pipeline 2026 | daily.dev og:description: A step-by-step tutorial on building a spam email classification pipeline in Python using Scikit-Learn. Covers the full NLP workflow including text... og:url: https://daily.dev/posts/ai-projects-2-spam-email-detection-with-scikit-learn-end-to-end-pipeline-2026-lm5fz5hza og:image: https://api.daily.dev/og/posts/Lm5fz5hZa.png og:image:alt: AI Projects 2 — Spam Email Detection with Scikit-Learn: End-to-End Pipeline 2026 og:image:width: 1200 og:image:height: 630 og:locale: en --- > ## Documentation Index > Fetch the complete documentation index at: https://daily.dev/llms.txt > Use this file to discover all available pages before exploring further. # AI Projects 2 — Spam Email Detection with Scikit-Learn: End-to-End Pipeline 2026 **[Medium](https://daily.dev/sources/medium_js)** · 2 min read · 1 upvotes · 0 comments ## Summary A step-by-step tutorial on building a spam email classification pipeline in Python using Scikit-Learn. Covers the full NLP workflow including text preprocessing, tokenization, stopword removal, stemming, and TF-IDF feature extraction. The pipeline is then deployed as a real-time spam detector using Streamlit. Aimed at IT professionals and students wanting practical ML experience with text classification. ## Full article daily.dev links to this article rather than hosting it. Read it at the original source: ## Similar posts on daily.dev - [How to Deploy a Serverless Spam Classifier Using Scikit-Learn, AWS Lambda, & API Gateway](https://daily.dev/posts/how-to-deploy-a-serverless-spam-classifier-using-scikit-learn-aws-lambda-api-gateway-bbztfweiq) · freeCodeCamp · 1 upvotes · 0 comments - [Building an End-to-End Sentiment Analysis Pipeline with Scikit-LLM](https://daily.dev/posts/building-an-end-to-end-sentiment-analysis-pipeline-with-scikit-llm-dh45aqfbd) · Machine Learning Mastery · 2 upvotes · 0 comments - [Day 1 : Machine Learning Fundamentals](https://daily.dev/posts/day-1-machine-learning-fundamentals-jjvtfhfpl) · Medium · 1 upvotes · 0 comments --- Tags: [#machine-learning](https://daily.dev/tags/machine-learning), [#python](https://daily.dev/tags/python), [#nlp](https://daily.dev/tags/nlp), [#scikit](https://daily.dev/tags/scikit) [View this post on daily.dev](https://daily.dev/posts/ai-projects-2-spam-email-detection-with-scikit-learn-end-to-end-pipeline-2026-lm5fz5hza) ```json {"@context":"https://schema.org","@graph":[{"@type":"Organization","@id":"https://daily.dev/#organization","name":"daily.dev","url":"https://daily.dev","logo":{"@type":"ImageObject","url":"https://daily.dev/apple-touch-icon.png","width":180,"height":180},"sameAs":["https://twitter.com/dailydotdev","https://github.com/dailydotdev","https://www.linkedin.com/company/daily-dev-ltd"]},{"@type":"WebSite","@id":"https://daily.dev/#website","url":"https://daily.dev","name":"daily.dev","publisher":{"@id":"https://daily.dev/#organization"},"potentialAction":{"@type":"SearchAction","target":{"@type":"EntryPoint","urlTemplate":"https://daily.dev/search?q={search_term_string}"},"query-input":"required name=search_term_string"}}]} {"@context":"https://schema.org","@type":"TechArticle","headline":"AI Projects 2 — Spam Email Detection with Scikit-Learn: End-to-End Pipeline 2026","url":"https://daily.dev/posts/ai-projects-2-spam-email-detection-with-scikit-learn-end-to-end-pipeline-2026-lm5fz5hza","mainEntityOfPage":{"@type":"WebPage","@id":"https://daily.dev/posts/ai-projects-2-spam-email-detection-with-scikit-learn-end-to-end-pipeline-2026-lm5fz5hza"},"datePublished":"2026-08-01T16:35:13.756Z","dateModified":"2026-09-14T08:18:01.806Z","description":"A step-by-step tutorial on building a spam email classification pipeline in Python using Scikit-Learn. 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