Skip to main content

SD Times news digest: OctoML to accelerate ML deployment, Windows Community Toolkit 7.0, and SQLAlchemy 1.4 released

OctoML announced that it raised $28 million in a Series B funding round that it will use towards accelerating ML deployment. 

OctoML said it will use the funding to double its team and launch Octomizer, its self-serve SaaS product.

The company is also building a Machine Learning Acceleration Platform that automatically maximizes model performance while still enabling seamless deployment on any hardware, cloud provider or edge service. 

Additional details are available here.

Windows Community Toolkit 7.0
The updated version contains a new .NET Standard MVVM library, easier to use Toast Notification helpers for both .NET and UWP, a completely revamped composition Animation system for C# & XAML as well as new controls. 

The Microsoft.Toolkit.Mvvm package makes it easier to abstract the base Model and ViewModel logic from an application later in the process, especially for projects that target multiple UI frameworks, according to Michael A. Hawker, a senior software engineer for Windows & Devices in a blog post.

Microsoft added that there are some new package structures and breaking changes that have primarily affected the Animations and Controls packages. 

SQLAlchemy 1.4 released
SQLAlchemy features a major rethink of some of the most prominent APIs in Core and ORM as well as new internals and a wide range of significant new features and capabilities. 

The highlights include a unified approach around a revised and more-capable select() construct, a revised declarative mapping system, universally transparent caching of  SQL compilation for both Core and ORM and more. 

SQLAlchemy 1.4 is the starting point for the SQLAlchemy 2.0 project, which will fully move to Python 3. 

Additional details on the new release are available here.

Auth0 Next.js SDK released
The new offering makes it easier for developers to add authentication to their Next.js apps.

Nextjs-auth0 does this by adding server-side login, logout and session management and also offers a suite of tools to help developers access the user’s session from the server and client-side.

There are multiple data-fetching strategies with the two predominant ones being fetching user data client-side and fetching user data server-sides, which determines how developers should set up nextjs-auth0.

A detailed setup on how to get started for choosing the right type of authentication with nextjs-auth0 is available here.

The post SD Times news digest: OctoML to accelerate ML deployment, Windows Community Toolkit 7.0, and SQLAlchemy 1.4 released appeared first on SD Times.



from SD Times https://ift.tt/38ZbGxh
Labels:

Comments

Post a Comment

Popular posts from this blog

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?
Post a Comment
Read more

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
Post a Comment
Read more

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
Post a Comment
Read more