Unite.AI

SEPTEMBER 18, 2023

NLP in particular has been a subfield that has been focussed heavily in the past few years that has resulted in the development of some top-notch LLMs like GPT and BERT. Large-scale data analysis methods that offer privacy protection by utilizing both blockchain and AI technology.

Deep Learning 318

Deep Learning Artificial Intelligence Artificial Intelligence AI 318

Unite.AI

JANUARY 22, 2024

Synthetic data , artificially generated to mimic real data, plays a crucial role in various applications, including machine learning , data analysis , testing, and privacy protection. These models, trained on extensive text data from diverse sources, exhibit significant language generation and understanding capabilities.

NLP 167

NLP BERT Data Scarcity Large Language Models 167

Heartbeat

OCTOBER 23, 2023

Image from "Big Data Analytics Methods" by Peter Ghavami Here are some critical contributions of data scientists and machine learning engineers in health informatics: Data Analysis and Visualization: Data scientists and machine learning engineers are skilled in analyzing large, complex healthcare datasets.

Data Scientist 52

Data Scientist Machine Learning Big Data Algorithm 52

Heartbeat

MAY 29, 2023

This technique is commonly used in neural network-based models such as BERT, where it helps to handle out-of-vocabulary words. Three examples of tokenization methods; image from FreeCodeCamp Tokenization is a fundamental step in data preparation for NLP tasks.

Large Language Models 78

Large Language Models Machine Learning LLM Natural Language Processing 78

John Snow Labs

MAY 8, 2024

The potential of LLMs, in the field of pathology goes beyond automating data analysis. These early efforts were restricted by scant data pools and a nascent comprehension of pathological lexicons. This capability opens up possibilities in pathology where accurate and timely diagnoses can greatly influence patient outcomes.

Large Language Models 40

Large Language Models Automation NLP Machine Learning 40