We’ll break down everything about what is synthetic dataset is. We’ll show you why companies are using them. And we’ll explain how we, Macgence, can help you generate high-quality synthetic data that actually moves your AI projects forward. Read full article here: - https://macgence.com/blog/what-is-synthetic-datasets-is-it-real-data-or-fake/ #AI #ML #AIML #Datasets #SyntheticData #SyntheticDatasets

Cloud Backup and Recovery Market Outlook 2024–2031: Ensuring Data Security and Continuity The global Cloud Backup and Recovery market is entering a period of sustained expansion as businesses across industries prioritize data protection, regulatory compliance, and rapid recovery from outages or cyberattacks. The market is projected to experience robust growth over the coming years, reflecting rising enterprise data volumes, more sophisticated cyberthreats, and the maturation of hybrid- and multi-cloud architectures that increase reliance on robust backup and recovery services. Market Growth & Size • Market growth is being fueled by accelerating digital transformation, surging unstructured data, stricter data retention regulations, and heightened investment to mitigate downtime costs. • Enterprises are increasingly investing in cloud backup solutions as part of their broader data resilience strategy. Key Market Trends • Multicloud & Hybrid Backup Strategies: Organizations are adopting flexible backup strategies spanning public clouds, private clouds, and on-premises systems to avoid vendor lock-in and accelerate recovery. • Ransomware & Immutable Backups: Rising ransomware threats have pushed immutable backups, air-gapped copies, and zero-trust backup architectures to the top of IT agendas. • Integration of AI/ML for Faster Recovery: Vendors are embedding AI for anomaly detection, automated recovery orchestration, and performance optimization, reducing recovery times. • SaaS-based Backup for Cloud-Native Applications: Purpose-built cloud backup offerings for SaaS apps and containers are becoming increasingly popular. Demand Drivers • Regulatory and compliance requirements are driving enterprises to adopt verifiable, accessible backup solutions. • Business continuity and disaster recovery remain a top priority for organizations, translating into larger budgets for data protection. • Remote and hybrid workforces increase data sprawl, driving centralized cloud-native backup adoption. • Preference for operational expenditure models over upfront capital investments is fueling third-party backup adoption. Unlock Key Growth Opportunities: https://www.extrapolate.com/Information-Technology-Communication-IoT/cloud-backup-and-recovery-market/25780 Top Companies in the Cloud Backup and Recovery Market • Microsoft Corporation • Amazon Web Services, Inc. (AWS) • IBM Corporation • Acronis International GmbH • Veeam Software • Dell Technologies Inc. • Commvault Systems, Inc. • Google LLC • Oracle Corporation • Barracuda Networks, Inc. Market Dynamics • Competitive Consolidation & Strategic Investments: Acquisitions, partnerships, and investments are enabling vendors to embed backup capabilities into broader cloud stacks. • Technology Differentiation: Vendors compete on recovery SLAs, immutability, encryption, ransomware detection, and restore speed. • MSP & Channel Growth: Managed Service Providers are scaling Backup-as-a-Service to serve SMBs and midmarket customers, expanding market reach. Segmentation By Deployment Model • Public Cloud Backup — fastest growth due to cloud-native workloads. • Private Cloud & On-Premises Backup — continues to serve regulated industries. • Hybrid Solutions — dominant in enterprises balancing control and agility. By Solution Type • Backup Software (on-premises/cloud) • Backup as a Service (BaaS) • Disaster Recovery as a Service (DRaaS) By Organization Size • Large Enterprises — largest revenue share due to complex environments. • SMBs & Midmarket — growing rapidly via managed services and subscription-based solutions. By Industry Vertical • BFSI — focus on retention and recoverability. • Healthcare — emphasis on privacy and immutable retention. • IT & Telecom — early adopters and major consumers of cloud backup. • Government & Public Sector — regulatory compliance and auditability. Regional Analysis • North America: Largest share due to advanced cloud infrastructure and enterprise spending. • Europe: Growth driven by data sovereignty regulations and hybrid backup adoption. • Asia-Pacific: Fastest adoption in specific pockets as digitalization accelerates. • Latin America & MEA: Emerging markets with rising cloud adoption and managed service partnerships. Opportunities & Challenges Opportunities • Ransomware remediation as a service. • Expansion into SaaS and endpoint backup markets. • AI-enabled automation for proactive anomaly detection and recovery. • Edge and IoT data protection as distributed computing grows. Challenges • Managing cloud egress costs and long-term storage. • Integrating legacy systems with cloud-native backup models. • Proving backup integrity and recovery readiness under audit or post-incident. Strategic Recommendations For Vendors • Develop immutable and ransomware-resilient backup solutions. • Strengthen partnerships with hyperscalers and SaaS providers. • Expand MSP channels and deliver flexible pricing models. • Invest in AI/automation for recovery orchestration and anomaly detection. For Enterprises • Adopt multicloud, policy-driven backup architecture with clear recovery SLAs. • Ensure immutable snapshots, end-to-end encryption, and independent restore testing. • Consider managed service partnerships for 24×7 monitoring and rapid response. • Budget for ongoing disaster recovery drills to maintain readiness. Outlook Cloud Backup & Recovery is evolving from a back-office function to a strategic business capability. Organizations prioritizing recovery speed, data integrity, and multicloud flexibility are likely to gain competitive advantage. Vendors delivering AI-driven automation, immutability, and seamless cloud integrations are poised to capture significant market share. The market is well-positioned for sustained growth as enterprises increasingly view backup as critical to operational resilience.

Looking to become a professional Python Full Stack Developer? Learn More Technologies in Marathahalli offers the Best Python Full Stack Training designed for beginners and working professionals. Our course covers Python programming, Django, Flask, front-end technologies like HTML, CSS, JavaScript, React, database management, and real-time projects to make you job-ready. With experienced trainers, hands-on practical sessions, and industry-oriented curriculum, you will gain the skills needed to build full-fledged web applications confidently. Our training also includes resume building, interview preparation, and placement assistance, ensuring you have the support to start your career in top IT companies. Choose Learn More Technologies in Marathahalli for complete, practical, and career-focused Python Full Stack Training that transforms your learning into real-world expertise. https://learnmoretechnologies.in/python-full-stack-training-in-marathahalli/

9ML Cube Glass Jars with Black Lids | Premium Storage Solution Shop 9ML cube glass jars with sleek black lids—perfect for storing concentrates, spices, or samples. Durable, airtight, and stylish for everyday use. https://qnpsupplies.com/product/9ml-cube-glass-jars-with-black-lids/

Flow Cytometry Market Trends, Sales, Supply, Demand and Analysis by Forecast to 2035 The new market research report titled ‘Flow Cytometry Market’, published by Roots Analysis offers a comprehensive study of the Flow Cytometry Market, while estimating the overall market size and the size and share of the key regional segments of the global market over historical period, as well as the projected timeline of 2023-2035. The flow cytometry market is estimated to be worth $2.76 billion in 2022 and is expected to grow at compounded annual growth rate (CAGR) of 9.73% during the forecast period. The anticipated market growth is accredited to the significant surge in demand across the regional and global markets for the products and services offered by the Flow Cytometry Market. The latest study provides readers with a granular analysis of the major developmental elements of the global market, potential business avenues, and the overall market dynamics. The report has been specially curated to offer a deep understanding of the competitive terrain of the global market, highlighting the leading market rivals, their market positions, product portfolios, gross revenue shares, profit margins, pricing analysis, sales network & distribution channels, and financial standing. Key players FlowMetric Life Sciences, Flow Contract Sites Laboratory, Bio-Legend, Q2 Solutions, ProImmune, MLM Medical Labs, Unilabs, Firalis and Agilex Biolabs. The latest research report specializes in the in-depth analysis of the macroeconomic and microeconomic factors affecting the Flow Cytometry Market development. The report also concentrates on the regulatory framework that is shaping the future of the global market. New and existing pricing structures, emerging application areas, and upcoming investment opportunities have also been detailed in the report. The report further studies the projected growth factors that are expected to influence the market dynamics over the forecast timeframe. The study is inclusive of a comprehensive analysis of the commonly used marketing and promotional strategies adopted by the key market players. Taking into account the existing market development factors, historical events, and recent market trends, the study presents a balanced opinion on the future scenario of the Flow Cytometry Market. It thus supports its opinion by discussing the key corporate strategies, such as mergers & acquisitions, takeovers, joint ventures, and strategic alliances, used by the market players to strengthen their global footprint. Research Methodology Our analysts have performed an accurate examination of the various aspects of the global market leveraging avant-garde primary and secondary sources of data collection. The report has gathered the necessary data and information from several reliable sources. Additionally, the report offers many strategic recommendations for companies involved in this ever-growing business sector to help them attain a competitive edge in the Flow Cytometry Market. Thank you for reading our report. Kindly get in touch with us to know more about the report or to receive a customized copy of it. Our team will ensure the report is tailored according to your needs. To view more details on this report, click on the link https://www.rootsanalysis.com/reports/flow-cytometry-services-market.html About Roots Analysis Roots Analysis is a global leader in the market research. Having worked with over 750 clients worldwide, including Fortune 500 companies, start-ups, academia, venture capitalists and strategic investors for more than a decade, we offer a highly analytical / data-driven perspective to a network of over 450,000 senior industry stakeholders looking for credible market insights. We specialise in analysing areas which have lacked quality research so far or require more focused understanding within the broader industry. All our reports are structured in a way to enable the reader develop a thorough perspective on the given subject. Apart from writing reports on identified areas, we also provide bespoke research / consulting services dedicated to serve our clients in the best possible way. The research efforts are driven by a global team. The leadership team brings a wealth of experience within the sector. Their collective experience in pharmaceutical / affiliated domains allows us to tackle various areas of research in a structured way. We also regularly leverage our global network of experts who hold senior leadership positions in reputed firms and organisations worldwide. Contact: Roots Analysis Sales@rootsanalysis.com Browse for more related reports: https://w.bibliotece.pl/-1000352/Agricultural+Biologicals+Market https://www.weworkmeteor.com/jobs/kSxZvcMZxwS7FF4rW/agricultural-biologicals-market-trends-opportunities-key-players-growth-factors-revenue-analysis-2024-2035 https://myalbum.com/album/ibQReKeQZheuze/?invite=f5eb4045-65f7-4ef8-a7dd-4203def47dfd https://www.taskade.com/d/gkmfFGDxGjGVtrho?share=view&view=nKU2hbJGQT1oPR1p&as=list https://puheenvuoro.uusisuomi.fi/author/m-khanna/ https://fliist.com/en/profile/m-khanna/fliist/494462-agricultural-biologicals-market-estimated-to-experience-a-hike-in-growth-by-2035 https://gitea.ashcloud.com/johnwick90/Roots/issues/1 https://pad.hs-ldz.pl/s/8i5IOCTXo https://www.kotplanet.be/members/johnwick90/profile/ https://www.sustainablebusiness.com/author/johnwick90/ https://jumpcutgoa.com/members/johnwick990/wall/3981/ https://www.chatwork.com/johnwick009 https://fast-mag.com/author/john90/ https://insiderpaper.com/author/mkhanna/ https://hihello.com/p/61db8b35-bf30-472f-a4a5-5e03406dcfd6 https://www.gigtry.com/profile/m_khanna https://www.workana.com/freelancer/8404123bc6a68056e3a57b87bd6d4279 https://www.mises.cz/autori/johnwick90-11039.aspx https://3d.cappasity.com/u/johnwick909?modelType=contactUs https://lab.daintl.org/members/johnw/activity/9237/

OG Kush Cartridge – 1ML THC | Buy Weed Online at Dispensary Near Me Shop the OG Kush Cartridge (1ML THC) at Dispensary Near Me. Enjoy premium quality, smooth flavor, and powerful effects when you buy weed online. Fast, discreet delivery across Canada. Trusted source for top THC vape cartridges. https://www.dispensarynearmenow.co/shop/og-kush-cartridge-1ml-thc/

As a leading AI consulting company, we deliver custom AI and ML development solutions to help businesses drive innovation and efficiency. Explore AI strategy, implementation, and cutting-edge insights. https://www.cmarix.com/ai-consulting-services.html

Maintaining balanced blood sugar levels and metabolic health is crucial for overall well-being, especially in today’s fast-paced lifestyle where dietary habits and stress can easily lead to health imbalances. Visit Here For More Information https://ecovitalstore.com/buy-glycoq-blood-support-capsules-ca https://sites.google.com/view/glycoq-blood-capsule-canada/home https://www.facebook.com/permalink.php?story_fbid=pfbid02fi7X6X2XbnjyoP3HHQg2CA7PadouV6jfr6N5EjBMLBFjfg4qSaeMaNybTu6ZMih6l&id=61577764767517 https://www.instagram.com/p/DOWGQ9lEz0R/ https://bestglycoqbloodsupportcapsulesca.blogspot.com/2025/09/glycoq-blood-support-capsules-ca.html https://www.facebook.com/groups/1935152113717239 https://ca.pinterest.com/GlycoQBloodSupportPillsCA/ https://blog.mycareindia.co.in/glycoq-blood-support-capsules-ca-does-it-really-work-and-shop-now/ https://ca.pinterest.com/pin/980236675157479893/ https://ca.pinterest.com/pin/980236675157479794/ https://ca.pinterest.com/pin/980236675157479858/ https://ca.pinterest.com/pin/980236675157479879/ https://healthkart.hashnode.dev/glycoq-blood-support-pills-canada https://theecovitalstore.wordpress.com/2025/09/08/glycoq-blood-support-capsules-uses-work-and-official-site/ https://teeshopper.in/store/GlycoQ-Blood-Support-Capsules-CA https://youtu.be/Hn6BuyprI5w

MailsDaddy OST to PST Converter is a comprehensive solution for converting inaccessible or damaged OST files into PST and other formats such as MSG, EML, MBOX, RTF, and HTML. The software ensures the recovery of emails, contacts, calendars, tasks, and attachments without altering metadata or structure. It works efficiently with corrupted, orphaned, and encrypted OST files, providing a preview of data before saving. Visit here: https://www.mailsdaddy.com/ost-to-pst-converter/

How to Choose the Right Website Development Service In this digital world, there is a good chance that either the first impression online with your brand or actually the first point of contact with your brand is through your website. Your website typically generates a sense of trust and engagement, and gets the conversation going. Whether it is your first or you are switching gears with your online presence, selecting website development services is a crucial step along the way. In this article, you will find a detailed step-by-step guide that will educate you on how to select the best web development service for your business. 1. Know Your Business Needs. Before you begin searching for a website development service, you need to understand what you need from your website: A sports retail eCommerce store, a corporate site, a blog for your vacation, a portfolio for your creative endeavour? Do I need a custom design or a templated solution? What functionalities do I need (booking systems, payment gateways, chatbots, etc.)? Being aware of your need and your goals with your website will allow you to find an agency with those services and solutions. 2. Experience and Expertise. Experience is everything when it comes to web development. Picking a company that has extensive experience in: Building websites relevant to my industry and or model. Working with the technologies that I am specifically seeking (HTML, CSS, JavaScript, PHP, WordPress, Shopify, etc.) And designing responsive and mobile-friendly websites. Ask to see their portfolio and case studies. What functionalities do you require (booking systems, payment gateways, chatbots, etc.)? If you have goals and needs, it would be appropriate to search for an agency that will offer the right service and solutions. 2. Check for Relevant Experience and Expertise Experience does matter in web development. Choose a company with a proven track record of: Building similar models or websites for your industry With various technologies like HTML, CSS, JavaScript, PHP, etc., plus WordPress, Shopify, etc. Designing and implementing responsive and mobile-friendly websites Ask for their portfolio and case studies to check their design style, development quality, and past achievements. 3. Look for Client Reviews and Testimonies Client feedback gave the real picture about the reliability and work quality done by the company. Search for: - Online reviews on Google, Clutch, or Upwork - Testimonials on their website - References that you will be allowed to contact Positive client feedback is an indicator of jobs done professionally and well-satisfied clients. 4. Consider Technical Know-How and Tools The right service for web development may, however, imply they use the very latest technical know-how and tools. Do check if they are conversant with: - Web development frameworks and CMS platforms (WordPress, Magento, Laravel, React, etc.) - SEO best practices - Security features (SSL, firewalls, etc.) 5. Talk about Customization and Scalability Your company will change; hence, your website should grow with it in any way. Ask them if they offer: Custom web development solutions CMS that is easy to update Architecture that is scalable and can facilitate future upgrading Avoid developers that will impose very rigid template-based solutions that offer no way of flexibility. 6. Test Design & UX Capabilities Almost everything can be put in a pretty looking design; an ugly design will never do. Ensure the agency's considerations go toward: Mobile responsiveness Easily navigable and accessible Speedy loading time A professional-looking website with smooth functioning will keep users engaged for longer. 7. Understand Their Process and Communication Transparency and communication are of utmost importance. Ask about their development process: Will wireframes and mockups be provided before development? Regular updates regarding project progress will be provided. Support together with maintenance services will continue after the launch phase? They should maintain a project management tool like Trello, Asana, or Jira to track development progress and ensure timely delivery of deadlines. 8. Compare Pricing and Contracts Cost should influence your decision, but price alone should not determine your selection. You might face greater expenses later when your website quality is low despite initial low prices. Request a detailed quotation that contains the following elements: Design Development Testing Maintenance and support The contract must specify all deliverables together with their timelines and payment conditions. Final Thoughts Choosing the right website development service is more than just hiring someone to build your site—it's about finding a partner who understands your brand, goals, and users. Look for a team that combines technical skill, creativity, and reliability. At SDGM Technologies, we provide comprehensive website development solutions tailored to your unique business needs. From custom designs to e-commerce integration and mobile optimization, our expert team ensures your website is not only beautiful but also functional and growth-ready. Partner with SDGM Technologies and take your online presence to the next level. Visit Here : https://sdgmtech.in/web-development-service