Data Science Blog

MARCH 14, 2023

Die vollautomatisierte Analyse von textlicher Sprache, von Fotos oder Videomaterial war 2015 noch Nische, gehört heute jedoch zum Alltag hinzu. Während 2015 noch von neuen Geschäftsmodellen mit Big Data geträumt wurde, sind Data as a Service und AI as a Service heute längst Realität! ChatGPT basiert auf GPT-3.5

Big Data 147

Big Data Big Data Apache Hadoop Data Science 147

Towards AI

JULY 23, 2023

Semi-Supervised Sequence Learning As we all know, supervised learning has a drawback, as it requires a huge labeled dataset to train. In 2015, Andrew M. As supervised learning required huge datasets for image processing to train super-deep models, the scarcity of data became an issue.

Natural Language Processing 98

Natural Language Processing Supervised Learning Deep Learning Deep Learning 98

DrivenData Labs

FEBRUARY 3, 2025

I love participating in various competitions involving deep learning, especially tasks involving natural language processing or LLMs. I generated unlabeled data for semi-supervised learning with Deberta-v3, then the Deberta-v3-large model was used to predict soft labels for the unlabeled data. Alejandro A.

Machine Learning 130

Machine Learning Machine Learning Data Science Natural Language Processing 130

IBM Journey to AI blog

AUGUST 11, 2023

MLOps is the next evolution of data analysis and deep learning. Simply put, MLOps uses machine learning to make machine learning more efficient. Generative AI is a type of deep-learning model that takes raw data, processes it and “learns” to generate probable outputs.

Data Science 68

Data Science Machine Learning Machine Learning ML 68

Dataconomy

MARCH 20, 2025

This technological progress has made it feasible to employ deep learning techniques across various fields. Characteristics of backpropagation Backpropagation primarily operates under the framework of supervised learning, where the model is trained on labeled data.

Predictive Analytics 91

Predictive Analytics Machine Learning Machine Learning Deep Learning 91