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Tux Machines
Posted by Roy Schestowitz on May 02, 2023
> To access the internet safely and visit websites that are not allowed by your webmaster, VPN software comes in handy. It works by encrypting internet traffic and routing it through remote servers. There are dozens of VPN services available on the Internet some are free and others paid. Ofcourse the paid one will have fast servers. Out of a number of paid VPNs, ExpressVPN is one of the popular ones that is available for Linux systems as well as for Windows, macOS, browsers, smartphones, routers, and other devices.
> I'm a firm believer in using the right tools for the right job. Because I use Linux as my primary operating system, that means I sometimes use open-source software and sometimes use proprietary. For example, I use the LibreOffice office suite (open source) but also use Spotify and Slack (both are proprietary). Very often, to install proprietary software, I have to turn to one of the universal package managers, Snap and/or Flatpak. And, as a Pop!_OS user, I have both installed, so I don't have to miss out on any piece of software I need or want.
> Ubuntu Pro is now available in a subscription-included model on Amazon Web Services (AWS), allowing users to launch Ubuntu Pro on-demand instances and purchase Ubuntu Pro Compute Savings Plans from the Amazon Elastic Compute Cloud (Amazon EC2) console.
> There is rapid adoption of artificial intelligence (AI) and machine learning (ML) in the finance sector. AI in banking is reshaping client experiences, including communication with financial service providers (for example, chat bots). Banks are exploring ways to use AI/ML to handle the high volume of loan applications and to improve their underwriting process. AI/ML technologies are also transforming the operations of financial institutions, providing significant cost savings by automating processes, using predictive analytics for better product offerings, and providing more effective risk and fraud management processes and regulatory compliance.
> While AI/ML offer significant opportunities for banking and financial institutions, there are several challenges that these institutions face when implementing these technologies at scale including data quality issues, compliance with relevant regulations and standards, AI/ML model explainability, bias and fairness, AI/ML model governance and management.
> Welcome to the Ubuntu Weekly Newsletter, Issue 785 for the week of April 23 - 29, 2023. The full version of this issue is available here.
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