#A+ Hardware Training

[seonghwacore]

THE WORLD EP.2 : OUTLAW

[howtodrawyourdragon]

You know Hiccup can't be seen anywhere with his parents. He's shorter than both of them, he looks young, he's going to get the eternal baby treatment whenever he's around them.

[ghw-archive]

Emma Sjöberg during the shooting of the video for George Michael’s song “Too Funky”, Paris, 1992 Directed by Thierry Mugler, Les Cow-boys collection, Prêt-à-porter spring/summer 1992

[beyourghost]

can i just say i'm pretty fucked up and this live action how to train your dragon teaser felt like a full blown hallucination

[aidenwaites]

Worst part of 35mm is idk if any of this looks like anything until I send this off to get developed

[shewhoeatssand]

Kaneki is so fucking fine he invented the cobblestone wall

[jcmarchi]

Protecting Your AI Investment: Why Cooling Strategy Matters More Than Ever

New Post has been published on https://thedigitalinsider.com/protecting-your-ai-investment-why-cooling-strategy-matters-more-than-ever/

Protecting Your AI Investment: Why Cooling Strategy Matters More Than Ever

Data center operators are gambling millions on outdated cooling technology. The conversation around data center cooling isn’t just changing—it’s being completely redefined by the economics of AI. The stakes have never been higher.

The rapid advancement of AI has transformed data center economics in ways few predicted. When a single rack of AI servers costs around $3 million—as much as a luxury home—the risk calculation fundamentally changes. As Andreessen Horowitz co-founder Ben Horowitz recently cautioned, data centers financing these massive hardware investments “could get upside down very fast” if they don’t carefully manage their infrastructure strategy.

This new reality demands a fundamental rethinking of cooling approaches. While traditional metrics like PUE and operating costs are still important, they are secondary to protecting these multi-million-dollar hardware investments. The real question data center operators should be asking is: How do we best protect our AI infrastructure investment?

The Hidden Risks of Traditional Cooling

The industry’s historic reliance on single-phase, water-based cooling solutions carries increasingly unacceptable risks in the AI era. While it has served data centers well for years, the thermal demands of AI workloads have pushed this technology beyond its practical limits. The reason is simple physics: single-phase systems require higher flow rates to manage today’s thermal loads, increasing the risk of leaks and catastrophic failures.

This isn’t a hypothetical risk. A single water leak can instantly destroy millions in AI hardware—hardware that often has months-long replacement lead times in today’s supply-constrained market. The cost of even a single catastrophic failure can exceed a data center’s cooling infrastructure budget for an entire year. Yet many operators continue to rely on these systems, effectively gambling their AI investment on aging technology.

At Data Center World 2024, Dr. Mohammad Tradat, NVIDIA’s Manager of Data Center Mechanical Engineering, asked, “How long will single-phase cooling live? It’ll be phased out very soon…and then the need will be for two-phase, refrigerant-based cooling.” This isn’t just a growing opinion—it’s becoming an industry consensus backed by physics and financial reality.

A New Approach to Investment Protection

Two-phase cooling technology, which uses dielectric refrigerants instead of water, fundamentally changes this risk equation. The cost of implementing a two-phase cooling system—typically around $200,000 per rack—should be viewed as insurance for protecting a $5 million AI hardware investment. To put this in perspective, that’s a 4% premium to protect your asset—considerably lower than insurance rates for other multi-million dollar business investments. The business case becomes even clearer when you factor in the potential costs of AI training disruption and idle infrastructure during unplanned downtime.

For data center operators and financial stakeholders, the decision to invest in two-phase cooling should be evaluated through the lens of risk management and investment protection. The relevant metrics should include not just operating costs or energy efficiency but also the total value of hardware being protected, the cost of potential failure scenarios, the future-proofing value for next-generation hardware and the risk-adjusted return on cooling investment.

As AI continues to drive up the density and value of data center infrastructure, the industry must evolve its approach to cooling strategy. The question isn’t whether to move to two-phase cooling but when and how to transition while minimizing risk to existing operations and investments.

Smart operators are already making this shift, while others risk learning an expensive lesson. In an era where a single rack costs more than many data centers’ annual operating budgets, gambling on outdated cooling technology isn’t just risky – it’s potentially catastrophic. The time to act is now—before that risk becomes a reality.

[shironezuninja]

10 days of emotional contempt, and I finally put these OSTs on my iTunes program this Saturday. They were ready to be uploaded to my laptop’s music library by last weekend, but that dumb Spider-Man moral obligation got in the way.

[deerest-me]

underrated superpower? perfect mimicry of sounds and voices. like you open your mouth and can imitate a klaxon sound perfectly. or an entire pack of wolves howling all at once.

PERFECT vocal stim. and probably useful in a more practical way idk im not a bank robber

[apecit11]

hardware and networking training in hyderabad

APEC or Advanced Professional Education & Consulting is a renowned hardware and networking training institute located in Hyderabad. The institute offers comprehensive training programs in hardware and networking, which covers everything from the basics to advanced concepts.

APEC has a team of experienced trainers who provide hands-on training to the students. The course curriculum is designed to provide practical knowledge of hardware and networking, and the institute uses the latest tools and technologies for training.

The infrastructure of APEC is equipped with the latest tools and technologies, and the classrooms are well-designed to provide a comfortable learning experience. The institute also provides online training facilities for students who cannot attend the classroom sessions.

Upon completion of the hardware and networking training program at APEC, students will have a strong foundation in hardware and networking concepts, and will be able to install, configure, and maintain computer systems and networks with ease.

visit: https://www.apectraining.com/hardwarea-networkingn/

[magnusinnovative]

The Future of Mobile Repair: Trends to Watch

As smartphones and tablets become indispensable tools for communication, work, and entertainment, the demand for skilled repair technicians is growing rapidly. With constant updates in mobile technology and shorter device lifecycles, the mobile repair industry is evolving into one of the most promising technical fields today.

At Magnus Institute of Technology, a leading mobile repairing training institute in Kerala, we equip future technicians with real-world skills through our mobile phone technician course, chip level repairing course, and smartphone repair training programs.

1. Rise of Chip-Level and Micro-Soldering Repairs Modern smartphones are getting smaller and smarter. This evolution brings advanced chip-level problems that require precise repair skills. Technicians trained in chip level mobile repairing and micro-soldering are increasingly in demand.

At our mobile repairing training centre, we offer hands-on training in microchip diagnostics, equipping you to handle even the most complex motherboard issues with confidence.

Popular Courses: chip level repairing course, smartphone repairing course, mobile hardware course

2. Integration of Laptop and Mobile Repair Skills More technicians are now seeking mobile and laptop repairing courses together, as the line between mobile and computing devices continues to blur. For example, tablets and hybrid devices now require knowledge of both.

Our combined mobile and laptop repairing course ensures that students are prepared for a wider range of devices, making them more employable and versatile.

3. The Surge in iPhone and Premium Device Repairs As high-end smartphones like iPhones become more common, there's growing demand for skilled professionals who can repair them affordably. Enrolling in a specialized iPhone repairing course gives you a niche edge in a competitive field.

Magnus Institute’s iphone training institute module is tailored to premium hardware repair and iOS-specific issues.

Stand out with: iphone repairing course, smartphone engineering course

4. Software Troubleshooting & Remote Diagnosis Many modern issues are software-related. As part of our mobile phone repair course, we train students to handle common software problems, firmware flashing, unlocking, and virus removal.

The trend of remote mobile repair diagnosis is also on the rise, and our curriculum is constantly updated to reflect these shifts.

Courses covered: mobile software & hardware repairing course, mobile service courses

5. Certified Technicians Are the Future In a saturated market, certified professionals from a reputed mobile repairing institute are more likely to be hired by service centers, retailers, and even OEMs. We offer valid certification upon completion of every mobile repair class, boosting your credibility.

Certify your skills with the best mobile phone repair training institute in India.

Why Magnus Institute is the Best Institute for Mobile Repairing in India With decades of expertise, Magnus Institute has become the best institute for mobile repairing course in Kerala and India, offering courses in:

Mobile hardware and software repairing

Mobile chip level service

Laptop engineering and chip repair

Smartphone repair training

Whether you're searching for a mobile technician course in Kerala, a laptop repairing institute near you, or a mobile repairing course in India, Magnus Institute is your one-stop destination.

Find Us Easily If you’ve been searching:

mobile and laptop repairing course near me

best mobile repair institute in India

mobile repairing course in Kerala

mobile training institute in India

…you’ve found your answer. Visit Magnus Institute of Technology, your trusted mobile training institute for skill development and career success.

The future of mobile repair is bright, dynamic, and evolving. With the right training and certifications from Magnus Institute, you can ride the wave of this transformation and establish a fulfilling, future-ready career.

Start your journey with the best institute for mobile repairing. Enroll now in our industry-leading mobile technician course and become a certified expert in mobile and laptop repair.

[jcmarchi]

Dell unveils Nvidia Blackwell-based AI acceleration platform

New Post has been published on https://thedigitalinsider.com/dell-unveils-nvidia-blackwell-based-ai-acceleration-platform/

Dell unveils Nvidia Blackwell-based AI acceleration platform

Dell Technologies used the Dell Technologies World in Las Vegas to announce the latest generation of AI acceleration servers which come equipped with Nvidia’s Blackwell Ultra GPUs.

The systems claim to deliver up to four times faster AI training capabilities compared to previous generations, as Dell expands its AI Factory partnership with Nvidia amid intense competition in the enterprise AI hardware market.

The servers arrive as organisations move from experimental AI projects to production-scale implementations, creating demand for more sophisticated computing infrastructure.

The new lineup features air-cooled PowerEdge XE9780 and XE9785 servers, designed for conventional data centres, and liquid-cooled XE9780L and XE9785L variants, optimised for whole-rack deployment.

The advanced systems support configurations with up to 192 Nvidia Blackwell Ultra GPUs with direct-to-chip liquid cooling, expandable to 256 GPUs per Dell IR7000 rack. “We’re on a mission to bring AI to millions of customers around the world,” said Michael Dell, the eponymous chairman and chief executive officer. “Our job is to make AI more accessible. With the Dell AI Factory with Nvidia, enterprises can manage the entire AI lifecycle in use cases, from deployment to training, at any scale.”

Dell’s self-designation as “the world’s top provider of AI-centric infrastructure” appears calculated as companies try to deploy AI and navigate technical hurdles.

Critical assessment of Dell’s AI hardware strategy

While Dell’s AI acceleration hardware advancements appear impressive on the basis of tech specs, several factors will ultimately determine their market impact. The company has withheld pricing information for these high-end systems, which will undoubtedly represent substantial capital investments for organisations considering deployment.

The cooling infrastructure alone, particularly for the liquid-cooled variants, may need modifications to data centres for many potential customers, adding complexity and cost beyond the server hardware itself.

Industry observers note that Dell faces intensifying competition in the AI hardware space from companies like Super Micro Computer, which has aggressively targeted the AI server market with similar offerings.

However, Super Micro has recently encountered production cost challenges and margin pressure, potentially creating an opening for Dell if it can deliver competitive pricing.

Jensen Huang, founder and CEO of Nvidia, emphasised the transformative potential of these systems: “AI factories are the infrastructure of modern industry, generating intelligence to power work in healthcare, finance and manufacturing. With Dell Technologies, we’re offering the broadest line of Blackwell AI systems to serve AI factories in clouds, enterprises and at the edge.”

Comprehensive AI acceleration ecosystem

Dell’s AI acceleration strategy extends beyond server hardware to encompass networking, storage, and software components:

The networking portfolio now includes the PowerSwitch SN5600 and SN2201 switches (part of Nvidia’s Spectrum-X platform) and Nvidia Quantum-X800 InfiniBand switches, capable of up to 800 gigabits per second throughput with Dell ProSupport and Deployment Services.

The Dell AI Data Platform has received upgrades to enhance data management for AI applications, including a denser ObjectScale system with Nvidia BlueField-3 and Spectrum-4 networking integrations.

In software, Dell offers the Nvidia AI Enterprise software platform directly, featuring Nvidia NIM, NeMo microservices, and Blueprints to streamline AI development workflows.

The company also introduced Managed Services for its AI Factory with Nvidia, providing monitoring, reporting, and maintenance to help organisations address expertise gaps – skilled professionals remain in short supply.

Availability timeline and market implications

Dell’s AI acceleration platform rollout follows a staggered schedule throughout 2025:

Air-cooled PowerEdge XE9780 and XE9785 servers with NVIDIA HGX B300 GPUs will be available in the second half of 2025

The liquid-cooled PowerEdge XE9780L and XE9785L variants are expected later this year

The PowerEdge XE7745 server with Nvidia RTX Pro 6000 Blackwell Server Edition GPUs will launch in July 2025

The PowerEdge XE9712 featuring GB300 NVL72 will arrive in the second half of 2025

Dell plans to support Nvidia’s Vera CPU and Vera Rubin platform, signalling a longer-term commitment to expanding its AI ecosystem beyond this product lineup.

Strategic analysis of the AI acceleration market

Dell’s push into AI acceleration hardware reflects a strategy change to capitalise on the artificial intelligence boom, and use its established enterprise customer relationships.

As organisations realise the complexity and expense of implementing AI at scale, Dell appears to be positioning itself as a comprehensive solution provider rather than merely a hardware vendor.

However, the success of Dell’s AI acceleration initiative will ultimately depend on how effectively systems deliver measurable business value.

Organisations investing in high-end infrastructure will demand operational improvements and competitive advantages that justify the significant capital expenditure.

The partnership with Nvidia provides Dell access to next-gen AI accelerator technology, but also creates dependency on Nvidia’s supply chain and product roadmap. Given persistent chip shortages and extraordinary demand for AI accelerators, Dell’s ability to secure adequate GPU allocations will prove crucial for meeting customer expectations.

(Photo by Nvidia)

See also: Dell, Intel and University of Cambridge deploy the UK’s fastest AI supercomputer

Want to learn more about AI and big data from industry leaders? Check out AI & Big Data Expo taking place in Amsterdam, California, and London. The comprehensive event is co-located with other leading events including Intelligent Automation Conference, BlockX, Digital Transformation Week, and Cyber Security & Cloud Expo.

Explore other upcoming enterprise technology events and webinars powered by TechForge here.

[tccicomputercoaching]

Difference between Software and Hardware: A Beginner’s Guide

Understanding Computer Basics

Have you ever felt like a black box, wondering what made your computer go? Like, is it just some magic box that can watch movies or do some number crunching? Basically, the computer depends on its hardware and software. Allow me to break it down for you in the simplest way possible.

What is Hardware?

Hardware stands for the physical parts of your computer——anything you can touch. Tried doing the hardware? Don't drop it. Here are a few:

Monitor

Keyboard

Mouse

CPU (Central Processing Unit)

Hard disk

RAM (Random Access Memory)

Motherboard

Graphics Card

Hardware is like your bones and muscles. The hardware has to do all the hard work, but they will have to be told what to do.

What is Software?

Software, on the other hand, cannot be touched as it is a set of instructions which tell the hardware what to do. In the absence of software, your hardware is merely an expensive junk.

Software includes:

Operating systems (Windows, macOS, Linux)

Applications (MS Word, Photoshop, Google Chrome)

Games

Anti-virus software

Browsers

Software is the brain-organization, doing all orders, thinking, and planning.

Key Differences Between Software and Hardware

Unlike hardware, software is wholly different.

Hardware mainly means the physical parts. You can actually touch and see it, and hear it working, like a loud fan, or a keyboard making clicking sounds. Once anything goes wrong with it, you might have to replace a part: like the phone glass, or a damaged hard disk.

Software refers to any program and a set of instructions that a particular hardware runs. One cannot physically touch it—it lives on your devices in a digital format. When software goes wrong, one may just update it, uninstall, reinstall, or attempt some debugging actions.

Hardware can last for several years if taken care of properly, whereas software needs regular updates to keep the system secure and efficient. Another important thing is that hardware is useless if software is not there to tell it what to do, and software is absolutely useless if there is no hardware for it to run on.

In a nutshell:

Hardware is tangible; software is intangible.

Hardware wears down; software crashes or corrupts.

Hardware is the flesh; software is the mind.

They both are needed to operate a computer!

Why Both Are Important

A computer needs both types of hardware and software to work. A car and its chauffeur is how you should compare hardware and software. Are there no drivers? The car goes nowhere. No car? The driver is walking!

Closing Thoughts

An understanding about the differences between hardware and software is thus a prerequisite for going into the study of how the computer really works. Hardware is the body, software is the mind. They need one another to function just like a phone on the one hand needs apps to make it really useful.

At TCCI, we don't just teach computers — we build careers. Join us and take the first step toward a brighter future.

Location: Bopal & Iskcon-Ambli in Ahmedabad, Gujarat

Call now on +91 9825618292

Visit Our Website: http://tccicomputercoaching.com/

[infinite-planes]

A LLM cannot know what hardware it is running on unless it’s told directly. It doesn’t have any sort of sensor to detect battery level or ram usage like an animal might detect hunger or fatigue. Either a LLM will fail to generate anything or it will generate the whole sentence perfectly normally. It’s pretty funny

kind of a fun piece in practice but it's so fucking funny to ascribe agency to the language model. the reaction to this is just a rehash of that google employee who told their llm to be a scary robot and lost his shit when it said "I'm a scary robot"

[malindavid]

Looking to kickstart your IT career? Join APEC Training's comprehensive Hardware and Networking course in Hyderabad. Gain hands-on experience with computer hardware, networking fundamentals, troubleshooting, and more. Prepare for CompTIA certifications and advance your skills with expert-led classes, real-time projects, and industry-relevant curriculum. Enroll today and take the first step towards becoming a certified IT professional.

[muskantam]

POS Implementation

POS Implementation: A Comprehensive Guide

In today’s fast-paced retail and service environments, implementing a Point of Sale (POS) system can significantly streamline operations, enhance customer experience, and improve overall efficiency. Whether you’re upgrading from a traditional cash register or installing your first POS system, proper implementation is crucial to maximizing its benefits. This guide will walk you through the essential steps of POS implementation.

Step 1: Identify Business Needs

Before selecting a POS system, assessing your business requirements is important. Consider the following:

The size and type of your business.

Specific features you need (e.g., inventory tracking, customer loyalty programs).

Budget constraints.

Integration requirements with existing software and hardware.

Step 2: Choose the Right POS System

Not all POS systems are created equal. Here’s how to select one that fits your needs:

Research and compare various providers.

Look for scalability to accommodate future growth.

Ensure it supports multiple payment methods.

Check reviews and testimonials from similar businesses.

Step 3: Hardware and Software Setup

A POS system consists of hardware (like barcode scanners, receipt printers, and card readers) and software. Ensure you:

Acquire hardware compatible with your chosen POS software.

Install and configure the software according to your operational needs.

Test all components to ensure they work seamlessly together.

Step 4: Data Migration

If you’re transitioning from an older system, data migration is a critical step:

Back up your existing data.

Transfer inventory, sales history, and customer information to the new system.

Verify the accuracy of migrated data.

Step 5: Employee Training

Proper training ensures your team can effectively use the POS system:

Organize hands-on training sessions.

Provide user manuals and support materials.

Address common troubleshooting scenarios.

Step 6: Pilot Testing

Before full-scale implementation, conduct a pilot test:

Use the system in a controlled environment.

Monitor for any issues or inefficiencies.

Gather feedback from staff and customers.

Step 7: Go Live

Once testing is complete, it’s time to roll out the system:

Schedule the launch during a low-traffic period to minimize disruptions.

Ensure on-site support is available for the initial days.

Communicate the change to your team and customers.

Step 8: Monitor and Optimize

Implementation doesn’t end with the launch. Regular monitoring is essential:

Analyze performance metrics (e.g., transaction times, error rates).

Update the system as needed to fix bugs and improve features.

Seek ongoing feedback from employees and customers.

Conclusion

Implementing a POS system is an investment in your business's future. With proper planning and execution, it can simplify daily operations, enhance customer satisfaction, and drive growth. By following the steps outlined above, you can ensure a smooth and successful implementation.