ODSC - Open Data Science

APRIL 17, 2025

Depending on the use case and level of fidelity required, virtual patients can take manyforms: Text-based decision trees that guide learners through diagnostic choices. This is why we want to invite you to join us at ODSC East 2025 , coming this May, to explore the next frontier of virtual healthcare training.

Decision Trees 59

Decision Trees Natural Language Processing Data Science Artificial Intelligence 59

Towards AI

MAY 5, 2025

Last Updated on May 6, 2025 by Editorial Team Author(s): Nikhilesh Pandey Originally published on Towards AI. In recent years, tree-based models, particularly Gradient-Boosted Decision Trees (GBDT), have been widely adopted due to their efficiency in handling large-scale, high-dimensional, and heterogeneous data.

Decision Trees 67

Decision Trees Deep Learning Deep Learning AI 67

ODSC - Open Data Science

FEBRUARY 11, 2025

Building Real-World Applications: Lessons andMistakes Chip Huyen candidly shared common mistakes she has observed in AI application development: Overengineering: Many teams rush to use generative AI for tasks that simpler methods, such as decision trees, could handle more effectively.

Machine Learning 52

Machine Learning Machine Learning AI AI 52

Pickl AI

FEBRUARY 7, 2025

The Machine Learning market worldwide is projected to grow by 34.80% from 2025 to 2030, resulting in a market volume of US$503.40 This growth reflects a compound annual growth rate (CAGR) of 31.24% during the forecast period from 2025 to 2034. billion by 2030. The global deep learning market size was estimated at USD 93.72

Deep Learning 52

Deep Learning Deep Learning Machine Learning Machine Learning 52

Pickl AI

JANUARY 8, 2025

billion by 2025 and an annual growth rate (CAGR) of 34.80% from 2025 to 2030, reaching $503.40 Tree-Based Methods Decision trees and ensemble methods like Random Forest and Gradient Boosting inherently perform feature selection. billion by 2030. Lasso is particularly useful for datasets with high dimensionality.

Machine Learning 52

Machine Learning Machine Learning Cross Validation Support Vector Machines 52

ODSC - Open Data Science

JANUARY 7, 2025

Classification techniques like random forests, decision trees, and support vector machines are among the most widely used, enabling tasks such as categorizing data and building predictive models. These methods can be grouped into several distinct categories based on their utility and application.

Data Scientist 40

Data Scientist Data Science Machine Learning Machine Learning 40

Pickl AI

DECEMBER 4, 2024

This explosive growth is driven by the increasing volume of data generated daily, with estimates suggesting that by 2025, there will be around 181 zettabytes of data created globally. Dive Deep into Machine Learning and AI Technologies Study core Machine Learning concepts, including algorithms like linear regression and decision trees.

Data Science 52

Data Science Data Scientist Machine Learning Machine Learning 52

Hacker News

JUNE 29, 2025

June 2025) 363 points by david927 1 day ago | hide | past | favorite | 1129 comments What are you working on? Nest Thermostats of the 1st and 2nd generation will no longer be supported by Google starting October 25, 2025. Hacker News new | past | comments | ask | show | jobs | submit login Ask HN: What Are You Working On?

AI 79

AI AI Database Python 79

O'Reilly Media

JANUARY 21, 2025

Weve been told 2025 will be the Year of Agents, but at the same time theres a growing consensus from the likes of Anthropic , Hugging Face , and other leading voices that complex workflows require more control than simply trusting an LLM to figure everything out.

AI 123

AI AI Decision Trees Database 123