Tweaking Local Language Model Settings with Ollama
https://www.kdnuggets.com/tweaking-local-language-model-settings-with-ollama
https://www.kdnuggets.com/tweaking-local-language-model-settings-with-ollama
KDnuggets
Tweaking Local Language Model Settings with Ollama - KDnuggets
In this article, we will go deep under the hood of Ollama's configuration engine, exploring how to fine-tune local language model parameters.
The βEntry-Levelβ Gatekeeper: Auditing Job Descriptions with Textstat
https://www.kdnuggets.com/the-entry-level-gatekeeper-auditing-job-descriptions-with-textstat
https://www.kdnuggets.com/the-entry-level-gatekeeper-auditing-job-descriptions-with-textstat
KDnuggets
The 'Entry-Level' Gatekeeper: Auditing Job Descriptions with Textstat - KDnuggets
This article shows how to use free, open-source tools like Python and its Textstat library to build a script that automates the process of capturing "gatekeeping language" in job descriptions before publishing them.
Practical NLP in the Browser with Transformers.js
https://www.kdnuggets.com/practical-nlp-in-the-browser-with-transformers-js
https://www.kdnuggets.com/practical-nlp-in-the-browser-with-transformers-js
KDnuggets
Practical NLP in the Browser with Transformers.js
This tutorial covers three NLP tasks: text classification, zero-shot labelling, and question answering using Transformers.js's pipeline() API.
5 Must-Know Python Concepts for Data Scientists
https://www.kdnuggets.com/5-must-know-python-concepts-for-data-scientists
https://www.kdnuggets.com/5-must-know-python-concepts-for-data-scientists
KDnuggets
5 Must-Know Python Concepts for Data Scientists - KDnuggets
In this article, we will dive deep into five must-know Python concepts that will help you transition from writing clunky, slow spaghetti code to constructing lightning-fast, production-grade, and beautifully functional data pipelines.
Mocking a Year of IoT Sensor Time Series Data with Mimesis
https://www.kdnuggets.com/mocking-a-year-of-iot-sensor-time-series-data-with-mimesis
https://www.kdnuggets.com/mocking-a-year-of-iot-sensor-time-series-data-with-mimesis
KDnuggets
Mocking a Year of IoT Sensor Time Series Data with Mimesis - KDnuggets
In this guide, you will learn the process of generating a year's worth of daily temperature readings, mimicking a seasonal curve that looks like real β all together with device-level metadata, and ready to build based on open-source frameworks.
10 GitHub Repositories for Modern Database Systems and Tools
https://www.kdnuggets.com/10-github-repositories-for-modern-database-systems-and-tools
https://www.kdnuggets.com/10-github-repositories-for-modern-database-systems-and-tools
KDnuggets
10 GitHub Repositories for Modern Database Systems and Tools - KDnuggets
Explore 10 top open-source GitHub repositories for modern databases, analytics, SQL, caching, monitoring, replication, PostgreSQL, SQLite, and AI agent memory.
How to Write to Files in Python: A Beginnerβs Guide
https://www.kdnuggets.com/how-to-write-to-files-in-python-a-beginners-guide
https://www.kdnuggets.com/how-to-write-to-files-in-python-a-beginners-guide
KDnuggets
How to Write to Files in Python: A Beginnerβs Guide - KDnuggets
Learn how to write, append, and save text, CSV, and JSON files in Python using native file handling tools that work out of the box.
3 SpaCy Tricks for Efficient Text Processing & Entity Recognition
https://www.kdnuggets.com/3-spacy-tricks-for-efficient-text-processing-entity-recognition
https://www.kdnuggets.com/3-spacy-tricks-for-efficient-text-processing-entity-recognition
KDnuggets
3 SpaCy Tricks for Efficient Text Processing & Entity Recognition - KDnuggets
In this article, we will explore three essential spaCy tricks that every developer should have in their toolkit to maximize processing speed and customize entity recognition.
A Deep Dive into Calibration of Language Models: Platt Scaling, Isotonic Regression, Temperature Scaling
https://www.kdnuggets.com/a-deep-dive-into-calibration-of-language-models-platt-scaling-isotonic-regression-temperature-scaling
https://www.kdnuggets.com/a-deep-dive-into-calibration-of-language-models-platt-scaling-isotonic-regression-temperature-scaling
KDnuggets
A Deep Dive into Calibration of Language Models: Platt Scaling, Isotonic Regression, Temperature Scaling
Three post-hoc methods for closing the gap between confidence and accuracy.