data analysis

Winsage
December 4, 2025
The Microsoft Store Awards recognized exceptional applications that enhance user experiences within the Windows ecosystem. AI Assistants category: - Winner: Perplexity by Perplexity AI - Features native voice dictation, multi-modal AI search, and deep desktop integration for rapid research. - Winner: ChatGPT by OpenAI - Provides instant answers, direct image and file uploads, and enterprise-level privacy controls. Business category: - Winner: Invoice Maker & Estimate Creator by Moon Technolabs Pvt. Ltd. - Streamlines finance tasks with customizable templates and real-time payment tracking. Computer-Using Agents (CUA) category: - Winner: Manus by Manus AI - Automates complex tasks within a secure sandbox and allows users to guide ongoing actions. Creativity category: - Winner: n-Track Studio by n-Track S.r.I. - Transforms devices into recording studios with support for unlimited tracks and advanced effects. Developer Tools category: - Winner: ngrok by ngrok - Facilitates secure tunneling and remote access with automatic updates and compatibility with Windows Defender. Education category: - Winner: Scratch 3 by Scratch Foundation - Empowers students in computational thinking through engaging projects and block coding. Game category: - Winner: Castle Craft by Clever Apps Pte Ltd - Offers an immersive gaming experience with dynamic resource merging and family-friendly design. Music category: - Winner: Moises Live by Moises Systems, Inc - Leverages real-time AI audio separation technology for remixing and practice. Productivity category: - Winner: Notion by Notion Labs Inc - Consolidates tasks and notes into a searchable workspace with automation features. Each winner will receive a Store Award Winner badge in the Microsoft Store.
Winsage
November 30, 2025
Microsoft Office Professional 2021 is being offered at a price of .97, reduced from 9.99. This lifetime license provides access to Word, Excel, PowerPoint, Outlook, OneNote, Publisher, Access, and a free version of Teams. The suite is designed for freelancers, business owners, remote workers, and students, allowing for advanced features like intricate formatting and comprehensive spreadsheets. The license is tied to the device, eliminating concerns about recurring fees or subscription expiration.
Winsage
November 28, 2025
Microsoft Office 2021 Professional for Windows is available as a lifetime license for .97, down from the regular price of 9.99. This suite includes applications such as Word, Excel, PowerPoint, Outlook, Publisher, Access, OneNote, and Teams. It requires Windows 10 or 11, 1GB of RAM, and approximately 4GB of storage space. Prices on StackSocial may change.
Winsage
November 21, 2025
Microsoft Office Professional Plus 2019 is currently available for .97, down from its regular price of 9. It is a one-time purchase that remains active for life on a single Windows machine and includes Word 2019, Excel 2019, PowerPoint 2019, Outlook 2019, OneNote 2019, Publisher 2019, and Access 2019. Key improvements include enhanced inking support in stylus use, new data analysis functions in Excel, additional presentation features in PowerPoint, and improved email and contact management in Outlook. The system requirements to run Office 2019 are Windows 10 or 11, at least 1GB of RAM, at least 4GB of available storage space, and a display resolution of 1280 x 800 pixels or higher. Upon purchase, users receive an instant license key and download link, with customer service available for installation assistance.
Winsage
November 19, 2025
Microsoft introduced two recovery features for Windows 11 at the Ignite developer conference: Cloud Rebuild and Point-in-Time Restore (PITR). PITR allows users to revert a Windows 11 system to a previous stable state in minutes by capturing comprehensive snapshots of the system, restoring the operating system, settings, and files. This feature will enter preview with an upcoming Windows 11 Insider preview build. Cloud Rebuild enables complete reinstallation of Windows 11 from the cloud for devices with persistent issues, using the Intune portal for selection of the Windows release and language. It employs Autopilot for zero-touch provisioning and streamlines user data restoration through OneDrive and Windows Backup for Organizations, reducing downtime significantly. Both features will be integrated into Microsoft Intune in the first half of 2026, allowing remote recovery actions and management of Windows Recovery Environment functionalities. Additionally, Microsoft is testing an updated version of Quick Machine Recovery (QMR), which helps resolve Windows boot failures without physical access. QMR engages the Windows Recovery Environment during boot failures, analyzes crash data, and allows Microsoft to implement remote fixes. The latest version improves the boot-repair process by conducting a single scan to resolve issues.
Winsage
November 14, 2025
Microsoft Office 2024 Home and Business is available for Mac and PC at a price of 9.97, reduced from 9.99, until November 16, 2025. This version includes Microsoft Office Word, Excel, PowerPoint, and Outlook, featuring AI enhancements for improved productivity and workflow. The suite offers offline access, robust security, and a user-friendly interface. Prices are subject to change.
TrendTechie
November 12, 2025
A decentralized P2P network called "AI Torrent" is designed for AI model inference, based on principles such as a BitTorrent economy where nodes exchange computational resources, a Smart Swarm Architecture using specialized models, and Self-Organizing Intelligence that allows popular models to migrate to active nodes. Users without computational resources can interact through a standard API or chat interface, while those with resources can register as nodes and earn utility tokens by performing inference tasks. AI model creators can upload models and receive royalties through smart contracts. The economy operates on utility tokens (AIT), with revenue distribution of 70% to seeders, 20% to model developers, and 10% to a DAO fund. The network aims to be cheaper than centralized alternatives and has mechanisms for liquidity and stability, including trading on DEX platforms and staking. Existing projects in decentralized AI demonstrate the viability of P2P inference, and the "AI Torrent" seeks to integrate their best features while focusing on making inference accessible and affordable. Challenges include latency in P2P systems, which the network aims to address through geo-DHT and edge caching.
Tech Optimizer
November 11, 2025
Umami has released version 3 of its open source analytics platform, featuring a redesigned interface, advanced tracking capabilities, and exclusive support for PostgreSQL, discontinuing MySQL compatibility. The update includes a streamlined navigation experience, organized reports, the ability to store filters as URL parameters, and support for adding or editing multiple filters simultaneously. New analysis functions such as Segments and Cohorts have been introduced, along with tracking features like short URLs and invisible pixels. A central admin panel has been added for easier management of users, teams, and websites. Umami is licensed under MIT, allowing for self-hosting or cloud deployment.
Tech Optimizer
November 4, 2025
Recent advancements in technology include the increasing integration of artificial intelligence (AI) for data analysis and decision-making, the rise of the Internet of Things (IoT) leading to interconnected smart devices, a growing emphasis on cybersecurity with advanced encryption and real-time threat detection, and a focus on sustainability through green technologies and eco-friendly practices.
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