Efficiently build and tune custom log anomaly detection models with Amazon SageMaker
In this post, we walk you through the process to build an automated mechanism using Amazon SageMaker to process your...
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The State of Quantum Computing: Where Are We Today? | by Sara A. Metwalli | Jan, 2025
And what we need to overcomePicture by the author of a model of the IBM QuantalierThe advancements in quantum computing...
Why Variable Scoping Can Make or Break Your Data Science Workflow | by Clara Chong | Jan, 2025
Let’s kick off 2025 by writing some clean code togetherImage by Swello from UnsplashWhen you’re deep in rapid prototyping, it’s...
Predicting a Ball Trajectory. Polynomial Fit in Python with NumPy | by Florian Trautweiler | Jan, 2025
Polynomial Fit in Python with NumPyBall Tracking and Trajectory PredictionIn a previous project I visualized the trajectory of a ball...
LangChain Meets Home Assistant: Unlock the Power of Generative AI in Your Smart Home | by Lindo St. Angel | Jan, 2025
Learn how to create an agent that understands your home’s context, learns your preferences, and interacts with you and your...
Mastering the Basics: How Linear Regression Unlocks the Secrets of Complex Models | by Miguel Cardona Polo | Jan, 2025
Full explanation on Linear Regression and how it learnsThe Crane Stance. Public Domain image from OpenverseJust like Mr. Miyagi taught...
The Next Frontier in LLM Accuracy | by Mariya Mansurova | Jan, 2025
Accuracy is often critical for LLM applications, especially in cases such as API calling or summarisation of financial reports. Fortunately,...
How to Tell Among Two Regression Models with Statistical Significance | by LucianoSphere (Luciano Abriata, PhD) | Jan, 2025
Diving into the F-test for nested models with algorithms, examples and codeWhen analyzing data, one often needs to compare two...
Learning ML or Learning About Learning ML? | by Pascal Janetzky | Jan, 2025
Pragmatism versus (over-)planningWe’ve all been there. Our browsers are full of them, our notes are overflowing, and we often have...
Demand Forecasting with Darts: A Tutorial | by Sandra E.G. | Jan, 2025
Have you gathered all the relevant data?Let’s assume your company has provided you with a transactional database with sales of...
Start a New Year of Learning on the Right Foot | by TDS Editors | Jan, 2025
Feeling inspired to write your first TDS post? We’re always open to contributions from new authors.Happy new year! Welcome back...
AI-Powered Information Extraction and Matchmaking | by Umair Ali Khan | Jan, 2025
Developing an application for extracting key profile information from CVs and recommending jobs aligned with the profile28 min read·10 hours...
GDD: Generative Driven Design. Reflective generative AI software… | by Ethan Knox | Jan, 2025
Most contemporary tools approach our automation goal by building stand-alone “coding bots.” The evolution of these bots represents an increasing...
Multi-Agentic RAG with Hugging Face Code Agents | by Gabriele Sgroi, PhD | Dec, 2024
Using Qwen2.5–7B-Instruct powered code agents to create a local, open source, multi-agentic RAG systemPhoto by Jaredd Craig on UnsplashLarge Language...
Paradigm Shifts of Eval in the Age of LLMs | by Lili Jiang | Dec, 2024
1. Evaluation is the cake, no longer the icing.Evaluation has always been important in ML development, LLM or not. But...
