Machine Learning Articles

Ranjitha Gurunath Kulkarni

Updated on July 22, 2025

NLU is a subfield of natural language processing with many applications focused on understanding the nuances of human language.

Drew Jacobs

Updated on July 22, 2025

Speech analytics records and analyzes conversations to understand the content and sentiment of business communication.

Ryan Elmore

Updated on July 21, 2025

Prompt engineering is the process of optimizing the performance of generative AI models by adjusting written text, code and other inputs. Here’s a deep dive into prompt engineering techniques, best practices and applications.

Rohan Mistry

Updated on July 16, 2025

Model interpretability refers to how easy it is to understand how a model works. Common techniques include SHAP, LIME, PDPs and more. Learn more.

Anthony Corbo

Updated on July 16, 2025

Python is a popular programming language to use in machine learning because it offers developers exceptional versatility and power while integrating with other software.

Sara A. Metwalli

Updated on July 15, 2025

A Python database refers to using Python to manage and interact with databases, while a Python database library is a Python library that enables this interaction through Python. Here's what to know to choose a Python database library.

Kerry Halladay

Updated on July 14, 2025

Spam or safe? Thanks to machine learning, your phone’s getting better at screening calls.

Bushra Anjum

Updated on July 14, 2025

Choosing the right tool depends on your data type, goal, data volume and need for transparency. Our expert offers a framework for this decision.

Mike Thomas

Updated on July 14, 2025

These companies are fine-tuning their marketing efforts with machine learning.

Max Reynolds

Updated on July 11, 2025

The expectation-maximization (EM) algorithm is used to estimate model parameters when some data is missing or hidden. It iteratively assigns probabilities to hidden variables and updates parameters to maximize the likelihood of the observed data.