SD Times Open-Source Project of the Week: Kangas

Kangas is an open-source tool provided by Comet, provider of an MLOps platform for machine learning teams.

According to Comet, the tool is intended to help teams explore, analyze, and visualize large-scale multimedia data.

Kangas offers users a Python API for logging large tables of data as well as a visual interface for performing complicated queries against the users dataset.

“A key component of data-centric Machine Learning is being able to understand how your training data impacts model results and where your model predictions are wrong,” said Gideon Mendels, CEO and co-founder of Comet. “Kangas accomplishes both of these goals and dramatically improves the experience for ML practitioners.”

With Kangas, customers gain several benefits such as scalability with Kangas DataGrid, the class for representing datasets and the ability to quickly group, sort, and filter across several data points with a simple UI.

Additionally, this open-source tool brings users interoperability by enabling running in a notebook or as a standalone app, both locally and remotely.

Finally, this offering brings users integrated computer vision support so they can visualize and filter bounding boxes, labels, and metadata without any additional setup.

For a live demo of Kangas, click here.

The post SD Times Open-Source Project of the Week: Kangas appeared first on SD Times.

from SD Times https://ift.tt/qlG8Zmg

Comments

Difference between Web Designer and Web Developer Neeraj Mishra The Crazy Programmer

Have you ever wondered about the distinctions between web developers’ and web designers’ duties and obligations? You’re not alone! Many people have trouble distinguishing between these two. Although they collaborate to publish new websites on the internet, web developers and web designers play very different roles. To put these job possibilities into perspective, consider the construction of a house. To create a vision for the house, including the visual components, the space planning and layout, the materials, and the overall appearance and sense of the space, you need an architect. That said, to translate an idea into a building, you need construction professionals to take those architectural drawings and put them into practice. Image Source In a similar vein, web development and design work together to create websites. Let’s examine the major responsibilities and distinctions between web developers and web designers. Let’s get going, shall we? What Does a Web Designer Do?

A guide to data integration tools

CData Software is a leader in data access and connectivity solutions. It specializes in the development of data drivers and data access technologies for real-time access to online or on-premise applications, databases and web APIs. The company is focused on bringing data connectivity capabilities natively into tools organizations already use. It also features ETL/ELT solutions, enterprise connectors, and data visualization. Matillion ’s data transformation software empowers customers to extract data from a wide number of sources, load it into their chosen cloud data warehouse (CDW) and transform that data from its siloed source state, into analytics-ready insights – prepared for advanced analytics, machine learning, and artificial intelligence use cases. Only Matillion is purpose-built for Snowflake, Amazon Redshift, Google BigQuery, and Microsoft Azure, enabling businesses to achieve new levels of simplicity, speed, scale, and savings. Trusted by companies of all sizes to meet

2022: The year of hybrid work

Remote work was once considered a luxury to many, but in 2020, it became a necessity for a large portion of the workforce, as the scary and unknown COVID-19 virus sickened and even took the lives of so many people around the world. Some workers were able to thrive in a remote setting, while others felt isolated and struggled to keep up a balance between their work and home lives. Last year saw the availability of life-saving vaccines, so companies were able to start having the conversation about what to do next. Should they keep everyone remote? Should they go back to working in the office full time? Or should they do something in between? Enter hybrid work, which offers a mix of the two. A Fall 2021 study conducted by Google revealed that over 75% of survey respondents expect hybrid work to become a standard practice within their organization within the next three years. Thus, two years after the world abruptly shifted to widespread adoption of remote work, we are declaring 20

Best Programming Master

Search This Blog