Skip to content

Instantly share code, notes, and snippets.

@mmmayo13
Created December 15, 2025 22:42
Show Gist options
  • Select an option

  • Save mmmayo13/e47ddf7a2b5254ba03ddfcff9c6f5389 to your computer and use it in GitHub Desktop.

Select an option

Save mmmayo13/e47ddf7a2b5254ba03ddfcff9c6f5389 to your computer and use it in GitHub Desktop.
<!DOCTYPE HTML PUBLIC "-//W3C//DTD HTML 4.01 Transitional//EN" "http://www.w3.org/TR/html4/loose.dtd">
<html>
<head>
<title>MLM Weekly Digest</title>
</head>
<body style="background-color:#FFFFFF; font-family:arial,verdana,tahoma; font-size:14px;">
<table style="border:0px; border-collapse:collapse; width:680px; margin-left:auto; margin-right:auto;">
<td>
<table style="width:100%; border-collapse:collapse;">
<tr>
<td style="vertical-align:top;">
<a href="https://machinelearningmastery.com/" style="color:#000000; text-decoration:none;">
<img style="border-radius:4px; display:block;" src="https://machinelearningmastery.com/wp-content/uploads/2024/11/mlm-newsletter-header-image-final.png" alt="Visit Machine Learning Mastery for more on Machine Learning & AI" width="225" />
</a>
</td>
<td style="text-align:right; vertical-align:bottom; padding-left:10px; white-space:nowrap;">
<font style="color:#808080; font-size:15px;">December 12, 2025</font>
</td>
</tr>
</table>
<br/>
<h2 style="font-size:22px; font-weight:bold; color:#36454F; margin-bottom:5px;">Editor's Pick</h2>
<hr style="height:2px; border-width:0; color:gray; background-color:#82abc7; margin:0;">
<div style="padding-top: 10px;">
<p style="font-size:18px; line-height:150%; margin:0; padding-left:2px;">
<a href="https://machinelearningmastery.com/top-5-agentic-ai-llm-models" style="display:block; font-size:18px; line-height:150%; color:#36454F; text-decoration:none; font-weight:bold;">
Top 5 Agentic AI LLM Models
</a>
</p>
<p style="font-size:14px; line-height:150%; margin:0; padding-left:2px; color:#808080;">
Kanwal Mehreen
</p>
</div>
<div style="padding-top: 10px;">
<p style="font-size:18px; line-height:150%; margin:0; padding-left:2px;">
<a href="https://usa.ingrammicro.com/cep/app/cms/en-us/General/guiding-tech?cid=ea:em:AIM-Acq-ORS-Banner-ORS582999:filler:MOA-MUL-MUL-Email-Pro-CLP-MachineLearning-Topic9-CopyA:MUL:10012025-04302026" style="display:block; font-size:18px; line-height:150%; color:#36454F; text-decoration:none; font-weight:bold;">
How AI Cuts Costs and Adds Value for Data Science Workflows (Sponsored)
</a>
</p>
<p style="font-size:14px; line-height:150%; margin:0; padding-left:2px; color:#808080;">
MLM Team
</p>
</div>
<br/>
<h2 style="font-size:22px; font-weight:bold; color:#36454F; margin-bottom:5px;">Recent Articles</h2>
<hr style="height:2px; border-width:0; color:gray; background-color:#82abc7; margin:0;">
<div style="padding-top: 10px;">
<p style="font-size:18px; line-height:150%; margin:0; padding-left:2px;">
<a href="https://machinelearningmastery.com/3-subtle-ways-data-leakage-can-ruin-your-models-and-how-to-prevent-it" style="display:block; font-size:18px; line-height:150%; color:#36454F; text-decoration:none; font-weight:bold;">
3 Subtle Ways Data Leakage Can Ruin Your Models (and How to Prevent It)
</a>
</p>
<p style="font-size:14px; line-height:150%; margin:0; padding-left:2px; color:#808080;">
Iván Palomares Carrascosa
</p>
</div>
<div style="padding-top: 10px;">
<p style="font-size:18px; line-height:150%; margin:0; padding-left:2px;">
<a href="https://machinelearningmastery.com/3-feature-engineering-techniques-for-unstructured-text-data" style="display:block; font-size:18px; line-height:150%; color:#36454F; text-decoration:none; font-weight:bold;">
3 Feature Engineering Techniques for Unstructured Text Data
</a>
</p>
<p style="font-size:14px; line-height:150%; margin:0; padding-left:2px; color:#808080;">
Shittu Olumide
</p>
</div>
<div style="padding-top: 10px;">
<p style="font-size:18px; line-height:150%; margin:0; padding-left:2px;">
<a href="https://machinelearningmastery.com/the-complete-guide-to-using-pydantic-for-validating-llm-outputs" style="display:block; font-size:18px; line-height:150%; color:#36454F; text-decoration:none; font-weight:bold;">
The Complete Guide to Using Pydantic for Validating LLM Outputs
</a>
</p>
<p style="font-size:14px; line-height:150%; margin:0; padding-left:2px; color:#808080;">
Bala Priya C
</p>
</div>
<div style="padding-top: 10px;">
<p style="font-size:18px; line-height:150%; margin:0; padding-left:2px;">
<a href="https://machinelearningmastery.com/prompt-engineering-for-time-series-analysis" style="display:block; font-size:18px; line-height:150%; color:#36454F; text-decoration:none; font-weight:bold;">
Prompt Engineering for Time Series Analysis
</a>
</p>
<p style="font-size:14px; line-height:150%; margin:0; padding-left:2px; color:#808080;">
Iván Palomares Carrascosa
</p>
</div>
<div style="padding-top: 10px;">
<p style="font-size:18px; line-height:150%; margin:0; padding-left:2px;">
<a href="https://machinelearningmastery.com/training-a-tokenizer-for-llama-model/" style="display:block; font-size:18px; line-height:150%; color:#36454F; text-decoration:none; font-weight:bold;">
Training a Tokenizer for Llama Model
</a>
</p>
<p style="font-size:14px; line-height:150%; margin:0; padding-left:2px; color:#808080;">
Adrian Tam
</p>
</div>
<div style="padding-top: 10px;">
<p style="font-size:18px; line-height:150%; margin:0; padding-left:2px;">
<a href="https://machinelearningmastery.com/creating-a-llama-or-gpt-model-for-next-token-prediction/" style="display:block; font-size:18px; line-height:150%; color:#36454F; text-decoration:none; font-weight:bold;">
Creating a Llama or GPT Model for Next-Token Prediction
</a>
</p>
<p style="font-size:14px; line-height:150%; margin:0; padding-left:2px; color:#808080;">
Adrian Tam
</p>
</div>
<br/>
<h2 style="font-size:22px; font-weight:bold; color:#36454F; margin-bottom:5px;">From Around The Web</h2>
<hr style="height:2px; border-width:0; color:gray; background-color:#82abc7; margin:0;">
<div style="width:100%; padding-top:10px;">
<div style="margin-bottom:10px; display:flex; width:100%;">
<div style="width:4px; background-color:#f3ac35; 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:#f9e2b3; border-top-right-radius:8px; border-bottom-right-radius:8px;">
<a href="https://www.kdnuggets.com/5-cutting-edge-automl-techniques-to-watch-in-2026" 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;">
5 Cutting-Edge AutoML Techniques to Watch in 2026
</div>
<div style="font-size:13px; color:#f3ac35; font-weight:800; line-height:1.0;">KDnuggets</div>
</a>
</div>
</div>
<div style="margin-bottom:10px; display:flex; width:100%;">
<div style="width:4px; background-color:#f3ac35; 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:#f9e2b3; border-top-right-radius:8px; border-bottom-right-radius:8px;">
<a href="https://www.kdnuggets.com/prompt-engineering-for-outlier-detection" 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;">
Prompt Engineering for Outlier Detection
</div>
<div style="font-size:13px; color:#f3ac35; font-weight:800; line-height:1.0;">KDnuggets</div>
</a>
</div>
</div>
<div style="margin-bottom:10px; display:flex; width:100%;">
<div style="width:4px; background-color:#f3ac35; 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:#f9e2b3; border-top-right-radius:8px; border-bottom-right-radius:8px;">
<a href="https://www.kdnuggets.com/7-steps-to-mastering-agentic-ai" 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 Steps to Mastering Agentic AI
</div>
<div style="font-size:13px; color:#f3ac35; font-weight:800; line-height:1.0;">KDnuggets</div>
</a>
</div>
</div>
<div style="margin-bottom:10px; display:flex; width:100%;">
<div style="width:4px; background-color:#f3ac35; 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:#f9e2b3; border-top-right-radius:8px; border-bottom-right-radius:8px;">
<a href="https://www.kdnuggets.com/how-to-write-efficient-python-data-classes" 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 Write Efficient Python Data Classes
</div>
<div style="font-size:13px; color:#f3ac35; font-weight:800; line-height:1.0;">KDnuggets</div>
</a>
</div>
</div>
</div>
<br/>
<h2 style="font-size:22px; font-weight:bold; color:#36454F; margin-bottom:5px;">Worth A Thousand Words</h2>
<hr style="height:2px; border-width:0; color:gray; background-color:#82abc7; margin:0;">
<div style="width:100%; padding-top:10px;">
<a href="https://machinelearningmastery.com/3-feature-engineering-techniques-for-unstructured-text-data/">
<img src="https://machinelearningmastery.com/wp-content/uploads/2025/12/mlm-olumide-3-feature-engineering-techniques-unstructured-data.png" style="border-radius: 8px;" width="100%" />
</a>
</div>
<div style="padding-top: 10px;">
<center><p style="font-size:14px; line-height:150%; margin:0; padding-left:2px; color:#808080;">
From <a href="https://machinelearningmastery.com/3-feature-engineering-techniques-for-unstructured-text-data/" style="font-size:14px; line-height:150%; color:#36454F; text-decoration:none; font-weight:bold;">3 Feature Engineering Techniques for Unstructured Text Data</a>
</p></center>
</div>
<br/><br/><br/>
<br/>
<div style="max-width: 100%; padding: 20px; text-align:center; border: 1px solid #e5e7eb; border-radius: 8px; background-color: #f8fafc; font-family: -apple-system, BlinkMacSystemFont, 'Segoe UI', Roboto, Oxygen, Ubuntu, Cantarell, sans-serif;">
<div style="font-size:16px; line-height:1.4; color:#1f2937; margin-bottom: 30px;">
Want to reach 250,000+ AI and machine learning professionals with your company, product, service, or event? Let's work together.
</div>
<a href="https://forms.gle/xJiNiMKfABteWJYG9" style="display: inline-block; padding: 16px 32px; background-color: #3b82f6; color: white; text-decoration: none; border-radius: 6px; font-weight: 600; font-size: 16px;">WORK WITH US</a>
</div>
<br/><br/>
<div style="text-align:center; margin-top:10px; padding-top:0px; border-top:1px solid #ddd; padding-bottom:20px;">
<div style="padding-top:20px;">
<p style="font-size:14px;">
<a href="https://machinelearningmastery.com/about/" style="color:#808080; text-decoration:none; margin:0 10px;">About</a>
<a href="https://machinelearningmastery.com/privacy/" style="color:#808080; text-decoration:none; margin:0 10px;">Privacy</a>
<a href="https://machinelearningmastery.com/contact/" style="color:#808080; text-decoration:none; margin:0 10px;">Contact</a>
</p>
<p style="color:#808080; font-size:14px;">&copy; 2025 Machine Learning Mastery</p>
<p style="color:#808080; font-size:14px;">{{ inline_postal_address }}</p>
<p style="color:#808080; font-size:14px;">{{ unsubscribe_link }}</p>
</div>
</div>
</td>
</table>
</body>
</html>
Sign up for free to join this conversation on GitHub. Already have an account? Sign in to comment