Data Science

Recent video-language models' (VidLMs) performance on various video-language tasks has been outstanding. Such multimodal models only come with drawbacks. For example, it is shown that vision-language models have difficulty understanding compositional and order relations in images,...
Language gives humans an extraordinary level of general intellect and sets them apart from all other creatures. Importantly, language not only helps people interact with others better, but it also improves our capacity to think. Before...

Researchers from Meta AI released ‘balance,’ a Python Package for Balancing Biased Data Samples

Artificial intelligence and machine learning are now essential components in various tasks that contribute to a company's growth, such as marketing, thanks largely to...

DynamicViz: A Framework for Generating Dynamic Visualizations of High-Dimensional Data Using Dimensionality Reduction Techniques

Dimensionality reduction (DR) is a method for analyzing high-dimensional data that involves minimizing the number of variables taken into account. Data visualization in two...

RISELab Team At UC Berkeley Open Sources Skypilot: A Novel Framework That Targets Cloud Cost Optimization for Machine Learning and Data Science

The two of the biggest problems for both large and small enterprises are analysis and storage. To begin, the rate at which Big Data...

Understanding Data De-Identification and Its Applications

Data de-identification, a subset of dynamic data masking, disassociates data from the original person to whom it was tied. Data de-identification makes it possible...

Top Artificial Intelligence (AI) And Machine Learning-Related Subreddits To Follow in 2022

Reddit is a top-rated social media platform among Millenials and Gen Z. This is a result of its transparency and user-friendliness. It offers customers...

Top C++ Based Data Science And Machine Learning Libraries

Dynamic load balancing, adaptive caching, and the creation of comprehensive big data frameworks and libraries are all best done in C++. The vast majority...

An Introduction to Automated Data Labeling

Artificial intelligence has made waves throughout the past decade, where advancements are showing up in everyday applications. But getting there requires a ton of...

Top Data Engineering Tools/Platforms in 2022

The phrase "data engineering tools" refers to a broad category of technologies that comprise the contemporary data stack. Modern data stacks require specialized technologies...

Top Data Lake Tools/Solution for Data Science Research in 2022

Most of the data is kept in a "data lake," a centralized and unprocessed area. A data lake uses a flat design and object...

Meta Open Sources ‘Velox’: A C++ Vectorized Database Acceleration Library That Optimizes Query Engines And Data Processing

Velox, a unified execution engine, was recently developed and made publicly available by Meta in association with Intel, ByteDance, and Ahana. This function library...

Top Big Data Tools For Data Science And Machine Learning Projects in 2022

Big data describes the large, challenging volumes of structured and unstructured data that inundate businesses daily. However, what organizations do with the data matters...

Meet ‘NeuRRAM,’ A New Neuromorphic Chip For Edge AI That Uses a Tiny Portion of the Power and Space of Current Computer Platforms

A multidisciplinary research team has created a device that consumes a fraction of the energy needed by current general-purpose AI computing platforms to run...

Recent articles

Be the first to know the latest AI research breakthroughs.

X