Dataiku

OCTOBER 30, 2020

Many new machine learning projects start with a minimal amount of sampled data, if any. A potential solution is semi-supervised learning (SSL), which uses both labeled and unlabeled samples to perform prediction.

Machine Learning 94

Machine Learning Artificial Inteligence Performance Data 94

Dataiku

MAY 5, 2020

In this blog post, discover how unlabeled data — specifically in the scope of semi-supervised learning — can be used as a “hidden gem” in a variety of machine learning projects.

Machine Learning 66

Machine Learning Artificial Inteligence Data 66

Palo Alto Networks

MARCH 12, 2024

Because of the lack of labels, most detection approaches use unsupervised learning, such as clustering or anomaly detection, as it doesn’t require any labels. As there’s a scarcity of those experts and doing supervised learning is the golden path for cybersecurity AI, that creates another key challenge to doing AI correctly in this space.

Systems Review 105

Systems Review Training Study Malware 105

Dataiku

JANUARY 24, 2023

Dataiku’s AI Lab is dedicated to contributing to the academic machine learning (ML) community and developing tools to assist everyone on their data journey. Dataiku researchers' interests are very broad, from MLOps, active learning, and semi-supervised learning to AutoML and meta ML.

Performance 52

Performance Machine Learning Artificial Inteligence Research 52

Cloudera

NOVEMBER 15, 2021

This blog discusses quantifications, types, and implications of data. Deep Learning, a subset of AI algorithms, typically requires large amounts of human annotated data to be useful. Enter the field of learning with limited labeled data. The word “data” is ubiquitous in narratives of the modern world. Quantifications of data.

Data 85

Data Weak Development Team Video Report 85

Zensar

FEBRUARY 19, 2020

Continuous learning is built on an idea of learning continuously and adaptively from the environment, retaining knowledge, skills and using these for more complex and different tasks. Continuous learning is a key capability of human beings in an interactive environment. It limits the scope of their applications.

Artificial Inteligence 45

Artificial Inteligence Artificial Intelligence Knowledge Base Retail 45

Cloudera

FEBRUARY 4, 2021

With increased digitization, risk-related data sources are expanding not only in volume and velocity but also in the variety of data types – structured, semi-structured and unstructured. The post Cloudera wins Risk Markets Technology Award for Data Management Product of the year appeared first on Cloudera Blog.

Technical Review 86

Technical Review Marketing Technology Data 86