CloudBased

How to Implement a Custom Training Solution Using Basic (Unmanaged) Cloud Service APIs`Photo by Aditya Chinchure on UnsplashIn previous posts (e.g., here) we have expanded on the benefits of developing AI models in the cloud. Machine Learning projects, especially large ones, typically require access to specialized machinery (e.g., training accelerators), the ability to scale at will, an appropriate infrastructure for maintaining large amounts of data, and tools for managing large-scale experimentation. Cloud service…

A simple routine that can save you loads of moneyPhoto by Ziyou Zhang on UnsplashThis blog post was co-authored with my colleague Shay Margalit. It summarizes his research into how AWS Lambda functions can be used to increase the control over the usage and costs of the Amazon SageMaker training service. Interested? Please read on :).We are fortunate (or very unfortunate — depending on who you ask) to be sharing a front row seat to an AI revolution that is expected by many to change the world as we know it. Powered by…

How to optimize data transfer across multiple object storage systemsPhoto by Tom Podmore on UnsplashAs companies become more and more dependent on cloud-based storage solutions, it is imperative that they have the appropriate tools and techniques for effective management of their big data. In previous posts (e.g., here and here) we have explored several different methods for retrieving data from cloud storage and demonstrated their effectiveness at different types of tasks. We found that the most optimal tool can vary…

The world of AI and ML is professing with leaps and bounds, and it wouldn’t be wrong to call them robust analytical tools for optimizing and analyzing immense volumes of data. Combining artificial intelligence and machine learning can help filter out the noise IoT devices collect so you can only access relevant data. Ranging from self-driving cars to active web search and speech recognition, there are various advancements that we’ve seen which are accredited to ML and AI. So, if you are ready to explore artificial…

The cloud-based environment is designed to allow programmers to focus on code, not infrastructure. Dev Box can integrate with popular development tools, like Visual Studio, for seamless integration across multiple Microsoft products. Also: These authors are suing OpenAI and Meta for copyright infringement nowIn the same vein, Dev Box also integrates with Microsoft 365 and Microsoft Intune to supply enterprise-level management abilities, like security compliance and a controlled development environment. The Dev Box…

Google chips have gained popularity in the tech industry ever since the launch of the Pixel 6 series. This marked the first time that Google was to use their in-house chip to power a smartphone. The more recent Pixel 7 series makes use of a new chip from Google that features some improvements.To be able to hit the nail on the head when it comes to the performance of a chip, it needs to have great architecture. This involves paying more attention to the chip’s design process before its development. According to recent…

Install the necessary dependencies by pasting the following command into the terminal and hitting Enter on your keyboard: GPG keys ensure the software you are going to install is signed by the developing entity (in this case, Docker).Also: How to choose the right Linux desktop distributionFor that, you need to add Docker's official GPG key by pasting the following command into your terminal and hitting Enter on your keyboard: To install Docker, we must now copy and paste the command to install the official…

Thank you for joining us on "The cloud hub: From cloud chaos to clarity." Hatch, a provider of business and technical experience to multiple sectors, developed a virtual reality solution in the cloud to improve its project review process. Maurice Tayeh, global CIO for Hatch, shares details about the innovative solution that improved their time to market for customers. Click here to continue. Thank you for joining us on "The cloud hub: From cloud chaos to clarity." Hatch, a provider of business and…

Microsoft is giving more people — or at least more customers — access to OpenAI's technologies, including ChatGPT. The tech giant has announced that it's now making the Azure OpenAI Service generally available after giving a limited number of enterprise customers access to it when it debuted in November 2021. As Bloomberg notes, customers who have access to the service can use various OpenAI tools for their own cloud applications, including the Dall-E AI art generator and the GPT-3.5 language system. Microsoft says it's…

Almost 35 per cent of small and medium businesses (SMBs) in India are spending over 10 per cent of their revenue on technology (in comparison to global counterparts) and 26 per cent of SMBs are early adopters of new technologies, a Microsoft report said.At least 27 per cent of SMBs are all or mostly cloud-based, a percentage that is expected to be the global average in two-three years, according to Microsoft's 'SMB Voice and Attitudes to Technology Study 2022' prepared by Analysys Mason.SMBs are contributing approximately…