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Created November 16, 2025 17:18
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<img style="border-radius:4px; display:block;" src="https://www.kdnuggets.com/wp-content/uploads/kdn-weekly-newsletter-header-logo.png" alt="Visit KDnuggets for more on Data Science, Machine Learning, AI & Analytics" width="175" />
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<font style="color:#808080; font-size:15px;">November 5, 2025</font>
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<a href="https://www.kdnuggets.com/collecting-real-time-data-with-apis-a-hands-on-guide-using-python" style="display:block; font-size:18px; line-height:150%; color:#36454F; text-decoration:none; font-weight:bold;">
Collecting Real-Time Data with APIs: A Hands-On Guide Using Python
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<p style="font-size:14px; line-height:150%; margin:0; padding-left:2px; color:#808080;">
Josep Ferrer
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<a href="https://www.kdnuggets.com/5-fun-data-science-projects-for-absolute-beginners" style="display:block; font-size:18px; line-height:150%; color:#36454F; text-decoration:none; font-weight:bold;">
5 Fun Data Science Projects for Absolute Beginners
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<p style="font-size:14px; line-height:150%; margin:0; padding-left:2px; color:#808080;">
Kanwal Mehreen
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Cloud 101 for Business Owners (Sponsored)
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KDnuggets
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<h2 style="color:#36454F;">Experience Seamless AI Security and Orchestration with Airia</h2>
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Unified AI Solutions Made for Enterprise:<ul><li>AI Security: Protect sensitive data and ensure compliance with cutting-edge security features designed for fully secure AI workflows.<li>AI Orchestration: Build, deploy, and manage AI agents and integrations efficiently with no-code to pro-code solutions.<li>Scale Seamlessly: From experimentation to enterprise-wide deployments, optimize every stage of your AI journey.</ul>
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<a href="https://www.kdnuggets.com/top-5-text-to-speech-open-source-models" style="display:block; font-size:18px; line-height:150%; color:#36454F; text-decoration:none; font-weight:bold;">
Top 5 Text-to-Speech Open Source Models
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Abid Ali Awan
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<a href="https://www.kdnuggets.com/the-complete-guide-to-using-google-ai-studio" style="display:block; font-size:18px; line-height:150%; color:#36454F; text-decoration:none; font-weight:bold;">
The Complete Guide to Using Google AI Studio
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Shittu Olumide
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<a href="https://www.kdnuggets.com/data-observability-in-analytics-tools-techniques-and-why-it-matters" style="display:block; font-size:18px; line-height:150%; color:#36454F; text-decoration:none; font-weight:bold;">
Data Observability in Analytics: Tools, Techniques, and Why It Matter
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Nate Rosidi
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<a href="https://www.kdnuggets.com/beginners-guide-to-data-extraction-with-langextract-and-llms" style="display:block; font-size:18px; line-height:150%; color:#36454F; text-decoration:none; font-weight:bold;">
LangExtract + Gemini = Instant Insight from Any Document (No Fine-Tuning Needed)
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<p style="font-size:14px; line-height:150%; margin:0; padding-left:2px; color:#808080;">
Kanwal Mehreen
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<a href="https://www.kdnuggets.com/whats-on-my-bookmarks-bar-data-science-edition" style="display:block; font-size:18px; line-height:150%; color:#36454F; text-decoration:none; font-weight:bold;">
What’s on My Bookmarks Bar: Data Science Edition
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<p style="font-size:14px; line-height:150%; margin:0; padding-left:2px; color:#808080;">
Kanwal Mehreen
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<h2 style="font-size:22px; font-weight:bold; color:#36454F; margin-bottom:5px;">From Around The Web</h2>
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<a href="https://www.statology.org/google-sheets-master-data-cleaning-with-query-and-regex-functions/" style="display:block; text-decoration:none; color:#36454F;">
<div style="font-size:16px; line-height:1.0; font-weight:600; color:#36454F; margin-bottom:8px;">
Google Sheets: Master Data Cleaning with QUERY and REGEX Functions
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<div style="font-size:13px; color:#48b146; font-weight:800; line-height:1.0;">Statology</div>
</a>
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<a href="https://machinelearningmastery.com/7-advanced-feature-engineering-tricks-for-text-data-using-llm-embeddings" style="display:block; text-decoration:none; color:#36454F;">
<div style="font-size:16px; line-height:1.0; font-weight:600; color:#36454F; margin-bottom:8px;">
7 Advanced Feature Engineering Tricks for Text Data Using LLM Embeddings
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<div style="font-size:13px; color:#82abc7; font-weight:800; line-height:1.0;">Machine Learning Mastery</div>
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<div style="width:4px; background-color:#48b146; border-top-left-radius:8px; border-bottom-left-radius:8px;"></div>
<div style="flex:1; width:calc(100% - 4px); padding-left:15px; padding-right:8px; padding-top:10px; padding-bottom:10px; background-color:#d3f5ea; border-top-right-radius:8px; border-bottom-right-radius:8px;">
<a href="https://www.statology.org/how-to-use-excel-like-a-database-and-when-you-really-shouldnt" style="display:block; text-decoration:none; color:#36454F;">
<div style="font-size:16px; line-height:1.0; font-weight:600; color:#36454F; margin-bottom:8px;">
How to Use Excel Like a Database... And When You Really Shouldn’t
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<div style="font-size:13px; color:#48b146; font-weight:800; line-height:1.0;">Statology</div>
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