research

Mastering the Art of Hyperparameter Tuning: Tips, Tricks, and Tools

Machine learning (ML) models contain numerous adjustable settings called hyperparameters that control how they learn from data.

12 months ago

Virtual Personas for Language Models via an Anthology of Backstories

We introduce Anthology, a method for conditioning LLMs to representative, consistent, and diverse virtual personas by generating and utilizing naturalistic…

1 year ago

A Practical Guide to Choosing the Right Algorithm for Your Problem: From Regression to Neural Networks

This article explains, through clear guidelines, how to choose the right machine learning (ML) algorithm or model for different types…

1 year ago

Building a Robust Machine Learning Pipeline: Best Practices and Common Pitfalls

In real life, the machine learning model is not a standalone object that only produces a prediction.

1 year ago

Natural Language Generation Inside Out: Teaching Machines to Write Like Humans

Natural language generation (NLG) is an enthralling area of artificial intelligence (AI) , or more specifically of natural language processing…

1 year ago

Industries in Focus: Machine Learning in Finance

In recent years, the finance industry has been experiencing significant changes, with artificial intelligence and machine learning (ML) playing an…

1 year ago

Free Data and AI Courses with 365 Data Science—Unlimited Access until Nov 21

Sponsored Content From November 1st to November 21st, 2024 (8:00 am UTC), 365 Data Science offers free access to its…

1 year ago

10 Python One-Liners That Will Boost Your Data Science Workflow

Python is the most popular data science programming language, as it’s versatile and has a lot of support from the…

1 year ago

Anomaly Detection Techniques in Large-Scale Datasets

Anomaly detection means finding patterns in data that are different from normal.

1 year ago

Leveraging Transfer Learning in Computer Vision for Quick Wins

Computer vision (CV) is a field where machines learn to "see" and understand images or videos.

1 year ago