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AWS just made S3 accessible as a file system. This is a big deal for data engineers. Let me explain.The problem was simple but annoying.Your data sits in S3. But file-based tools can't read from S3 directly.So what did teams do?→ Copy data from S3 to a file system (or read it)→ Run the tool→ Copy results back to S3Duplicate data. Extra cost. Sync pipelines. Constant headaches.S3 Files fixes this.It makes your S3 bucket behave like a regular file system. No copying. No duplication. No syncing.You

x.comDarshil | Data Engineer👨🏻‍🔧

AWS just made S3 accessible as a file system. This is a big deal for data engineers. Let me explain.The problem was simple but annoying.Your data sits in S3. But file-based tools

Darshil | Data Engineer👨🏻‍🔧 (@parmardarshil07). 54 likes 3 replies. AWS just made S3 accessible as a file system. This is a big deal for data engineers. Let me explain.The problem was simple but annoying.Your data sits in S3. But file-based tools can't read from S3 directly.So what did teams do?→ Copy data from S3 to a file system ...

1.3M views2 months ago

I don’t know why data centers have become this generation’s nuclear panic.If structured properly, it becomes economic infrastructure for an entire region.Normally Data Center project:• is built in an uninhabited area• repurposed existing water rights instead of draining new supply• brings its own power infrastructure• injects billions into local construction, energy, networking, maintenance, logistics and tax flows• creates long-term demand for electricians, engineers, cooling systems, fiber, ut

I don’t know why data centers have become this generation’s nuclear panic.If

Synthetic data was the consensus answer but Meta might have just admitted the consensus was wrong.For the last 2 years, the standard reply to "we are running out of training data" has been: generate more. Self-instruct. Bootstrap. Distill. Use a teacher model to write a student curriculum. Use a strong model to label a weaker model's mistakes. The Phi family, the RedPajama line, the synthetic-instruction papers, all real research, all useful, all assumed to be the future of the data layer.The fr

Synthetic data was the consensus answer but Meta might have just admitted the

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What stands out to me is the handoff between systems. Entry, updates, navigation, video and operations all need timing, reliability and clean data flows. That is the engineering work people usually never see.PGA Championship ⛳️@TMobileBusiness Partner

What stands out to me is the handoff between systems. Entry, updates, navigation, video and operations all need timing, reliability and clean data flows. That is the engineering work people usually never see.PGA Championship ⛳️@TMobileBusiness Partner

x.comLinda Grasso

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𝗣𝗮𝗴𝗲 𝟭 𝗼𝗳 𝘁𝗵𝗲 𝗔𝘁𝗵𝗹𝗲𝘁𝗲𝗫 𝗖𝗮𝗿𝗲 𝗱𝗮𝘀𝗵𝗯𝗼𝗮𝗿𝗱 𝗶𝘀 𝘁𝗮𝗸𝗶𝗻𝗴 𝘀𝗵𝗮𝗽𝗲.3,323 injuries.€6.33M in expenses.52.4 average recovery days.But the numbers aren’t the point.This is what happens when a cohort moves past“how do I build this?”and starts thinking“what should this do?”→ KPI cards built with HTML visuals→ Blink notifications that flag critical values→ Cards that flip to reveal deeper contextThis isn’t a report.It responds.It guides.It makes decisions easier.That shi

𝗣𝗮𝗴𝗲 𝟭 𝗼𝗳 𝘁𝗵𝗲 𝗔𝘁𝗵𝗹𝗲𝘁𝗲𝗫 𝗖𝗮𝗿𝗲 𝗱𝗮𝘀𝗵𝗯𝗼𝗮𝗿𝗱 𝗶𝘀 𝘁𝗮𝗸𝗶𝗻𝗴 𝘀𝗵𝗮𝗽𝗲.3,323 injuries.€6.33M in expenses.52.4 average recovery days.But the numbers aren’t the point.This is what happens when a cohort moves past“how do I build this?”and starts thinking“what should this do?”→ KPI cards built with HTML visuals→ Blink notifications that flag critical values→ Cards that flip to reveal deeper contextThis isn’t a report.It responds.It guides.It makes decisions easier.That shi

x.comNte Daniel || Data Analyst →

2.6K views1 month ago

Welcome to @ucufedt Our new students were warmly received at the Freshers Orientation, where they gained essential insights on academic policies, exam regulations, and student support services. Here's to an exciting journey of learning and growth!

Welcome to @ucufedt Our new students were warmly received at the Freshers Orientation, where they gained essential insights on academic policies, exam regulations, and student support services. Here's to an exciting journey of learning and growth!

x.comUCU Computing,

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What's the true cost of the AI revolution and who should be paying for it? We went to Georgia to find out. Demand for data centers is booming as ChatGPT and other AI tools become integrated into our daily life. Under the Trump administration, investments into data centers in the U.S. is expected to surpass $1 trillion in the next five years. But data centers put extraordinary demand on the power grid and require entirely new infrastructure. In the next three years, data center use of electricity

What's the true cost of the AI revolution and who should be paying for it? We went to Georgia to find out. Demand for data centers is booming as ChatGPT and other AI tools become integrated into our daily life. Under the Trump administration, investments into data centers in the U.S. is expected to surpass $1 trillion in the next five years. But data centers put extraordinary demand on the power grid and require entirely new infrastructure. In the next three years, data center use of electricity

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What stands out to me is the handoff between systems. Entry, updates, navigation, video and operations all need timing, reliability and clean data flows. That is the engineering work people usually never see.PGA Championship ⛳️@TMobileBusiness Partner

What stands out to me is the handoff between systems. Entry, updates, navigation, video and operations all need timing, reliability and clean data flows. That is the engineering work people usually never see.PGA Championship ⛳️@TMobileBusiness Partner

980.4K views2 weeks ago

x.comLinda Grasso

𝗣𝗮𝗴𝗲 𝟭 𝗼𝗳 𝘁𝗵𝗲 𝗔𝘁𝗵𝗹𝗲𝘁𝗲𝗫 𝗖𝗮𝗿𝗲 𝗱𝗮𝘀𝗵𝗯𝗼𝗮𝗿𝗱 𝗶𝘀 𝘁𝗮𝗸𝗶𝗻𝗴 𝘀𝗵𝗮𝗽𝗲.3,323 injuries.€6.33M in expenses.52.4 average recovery days.But the numbers aren’t the point.This is what happens when a cohort moves past“how do I build this?”and starts thinking“what should this do?”→ KPI cards built with HTML visuals→ Blink notifications that flag critical values→ Cards that flip to reveal deeper contextThis isn’t a report.It responds.It guides.It makes decisions easier.That shi

𝗣𝗮𝗴𝗲 𝟭 𝗼𝗳 𝘁𝗵𝗲 𝗔𝘁𝗵𝗹𝗲𝘁𝗲𝗫 𝗖𝗮𝗿𝗲 𝗱𝗮𝘀𝗵𝗯𝗼𝗮𝗿𝗱 𝗶𝘀 𝘁𝗮𝗸𝗶𝗻𝗴 𝘀𝗵𝗮𝗽𝗲.3,323 injuries.€6.33M in expenses.52.4 average recovery days.But the numbers aren’t the point.This is what happens when a cohort moves past“how do I build this?”and starts thinking“what should this do?”→ KPI cards built with HTML visuals→ Blink notifications that flag critical values→ Cards that flip to reveal deeper contextThis isn’t a report.It responds.It guides.It makes decisions easier.That shi

2.6K views1 month ago

x.comNte Daniel || Data Analyst → Engineer

Welcome to @ucufedt Our new students were warmly received at the Freshers Orientation, where they gained essential insights on academic policies, exam regulations, and student support services. Here's to an exciting journey of learning and growth!

Welcome to @ucufedt Our new students were warmly received at the Freshers Orientation, where they gained essential insights on academic policies, exam regulations, and student support services. Here's to an exciting journey of learning and growth!

1.1K views1 week ago

x.comUCU Computing, Engineering, Data Science, R…

I don’t know why data centers have become this generation’s nuclear panic.If structured properly, it becomes economic infrastructure for an entire region.Normally Data Center project:• is built in an uninhabited area• repurposed existing water rights instead of draining new supply• brings its own power infrastructure• injects billions into local construction, energy, networking, maintenance, logistics and tax flows• creates long-term demand for electricians, engineers, cooling systems, fiber, ut

I don’t know why data centers have become this generation’s nuclear panic.If structured properly, it becomes economic infrastructure for an entire region.Normally Data Center project:• is built in an uninhabited area• repurposed existing water rights instead of draining new supply• brings its own power infrastructure• injects billions into local construction, energy, networking, maintenance, logistics and tax flows• creates long-term demand for electricians, engineers, cooling systems, fiber, ut

506.7K views3 weeks ago

x.comHouman Asefi

Synthetic data was the consensus answer but Meta might have just admitted the consensus was wrong.For the last 2 years, the standard reply to "we are running out of training data" has been: generate more. Self-instruct. Bootstrap. Distill. Use a teacher model to write a student curriculum. Use a strong model to label a weaker model's mistakes. The Phi family, the RedPajama line, the synthetic-instruction papers, all real research, all useful, all assumed to be the future of the data layer.The fr

Synthetic data was the consensus answer but Meta might have just admitted the consensus was wrong.For the last 2 years, the standard reply to "we are running out of training data" has been: generate more. Self-instruct. Bootstrap. Distill. Use a teacher model to write a student curriculum. Use a strong model to label a weaker model's mistakes. The Phi family, the RedPajama line, the synthetic-instruction papers, all real research, all useful, all assumed to be the future of the data layer.The fr

793.5K views2 weeks ago

You’re seeing this for a reason…#Binance is hiring380+ open roles across BD, Comms, Data, Engineering & moreApply here → https://t.co/TEcKL9qsvF

You’re seeing this for a reason…#Binance is hiring380+ open roles across BD, Comms, Data, Engineering & moreApply here → https://t.co/TEcKL9qsvF

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AI workloads need databases built for scale.Watch how OceanBase supports modern data infrastructure.Follow @OceanBaseDB for more insights on distributed SQL, cloud-native databases, and AI-ready architecture.

AI workloads need databases built for scale.Watch how OceanBase supports modern data infrastructure.Follow @OceanBaseDB for more insights on distributed SQL, cloud-native databases, and AI-ready architecture.

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There’s been an enormous amount of misinformation surrounding our Utah data center project. Claims that we’re going to consume all of Utah’s electricity, drain the Great Salt Lake, or immediately build the world’s largest facility simply aren’t true. The reality is we’re building the project in phases, starting with a standard sized 1.5 gigawatt facility powered entirely by our own generation infrastructure not Utah’s grid. In fact, the goal is to eventually contribute power back into the local

190.4K views1 week ago

x.comKevin O'Leary aka Mr. Wonderful

It’s very obvious that the CCP is behind many efforts to slow down the AI and data center roll out in the US.There’s definitely organic stuff happening too - but one would be naive to think that China isn’t adding massive fuel to the fire.China’s demographics are collapsing. Their economy is in rough shape. And their military technology just got decimated and embarrassed in Iran by the US, weakening its reputation globally.Then you’ve got Venezuela being taken off the map for them and with the S

2.7M views1 week ago

x.comFarzad 🇺🇸 🇮🇷

What happens when every Fed department is responsible for AI data centres but none of them actually is? At Estimates we found out: foreign multinationals make commercial decisions, states rip up their planning laws, and the water and energy consequences are someone else's problem

1.9K views1 week ago

x.comDavid Shoebridge

Then why are we building 4500 data centers and destroying our nation‘s water table

2M views2 weeks ago

x.comMatt Maher

Ask yourself: why all of a sudden do we need ‘AI Data Centers’ everywhere and in multitudes? Why are we allowing them to use up our resources that should be for human sustainability? Where are all the loud-mouth environmental groups? Stand up for yourselves in your area!

151.5K views2 weeks ago

x.comDr. Deplorable Belinda MAGA BacktheBlue

The narrative about data centers that were built in Virginia 20 years ago, they were old technology. They used a lot of water, they were very noisy, they created a lot of heat. But like every other technology, it's advanced dramatically. Today, we don't use a lot of water in data centers because it's a closed loop system like your car, your radiator. It stays inside a system. Many turbines now don't use water at all, they’re air-cooled. This narrative about data centers destroying the environmen

11.9K views1 week ago

x.comKevin O'Leary aka Mr. Wonderful

As he makes clear in this video, the Utah data center project actually meets all the major concerns people have about data centers very well. So why so much outrage? In part it’s bc the media and hoards of influencers are straight up lying about it.

513.6K views3 weeks ago

x.comTaylor Lorenz

Microsoft canceling its internal Claude Code licenses this week likely has almost nothing to do with AI costs becoming untenable.Microsoft's own statement says Claude models remain accessible through Copilot CLI and Anthropic's Claude still runs inside Microsoft 365.The real story is that Microsoft's own product (GitHub Copilot) was being embarrassed by a competitor internally this is a platform strategy play, not a cost crisis call.And the post assumes token prices are rising and unsustainable

250.1K views2 weeks ago

x.comMilk Road AI

Utah approved a data center so massive it's going to be more than twice the size of ManhattanIt’s called The Stratus Project, it’s a AI data center campus in Box Elder County- The full project could cover over 40,000 acres, an area bigger than Manhattan- Total size will be around 62 square miles- The power demand is 3 gigawatts of electricity, roughly the output of multiple nuclear reactors- Environmental groups warn it could raise Utah's planet-heating pollution by nearly 50%- Estimates suggest

141.7K views2 weeks ago

x.comWall Street Apes

Daniel Newman, CEO and chief analyst at @TheFuturumGroup, lays it out at Dell Technologies World: infrastructure, data or applications. As AI moves to execution, cost, control and where data lives shape every decision. What’s No. 1 on your list? w/ @danielnewmanUV

75.1K views2 weeks ago

x.comDell Technologies

🇺🇸 Elon is turning the dream of AI data centers in space into reality.@SpaceX is planning a massive new solar manufacturing facility near Austin capable of producing 10 GW of solar panels, an absolutely insane scale built specifically to power orbital AI supercomputers.They’re manufacturing the sun-powered infrastructure needed to run AI at galactic scale.This is next-level vertical integration. Rockets, chips, solar, and space data centers.Source: Bloomberg, @elonmusk

136.6K views2 weeks ago

x.comMario Nawfal

❤️ @Lovable now integrates with Databricks, providing a natural language interface that allows anyone, regardless of technical skills, to build live applications that can read and write data stored in Databricks.See how teams can build dashboards, operational tools, internal chatbots, and other custom apps directly on governed Databricks data without ETL, replication, or sync jobs.

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Short videos

AWS just made S3 accessible as a file system. This is a big deal for data engineers. Let

1.3M views2 months ago

x.comDarshil | Data Engineer👨🏻‍🔧

What stands out to me is the handoff between systems. Entry, updates, navigation,

980.4K views2 weeks ago

x.comLinda Grasso

𝗣𝗮𝗴𝗲 𝟭 𝗼𝗳 𝘁𝗵𝗲 𝗔𝘁𝗵𝗹𝗲𝘁𝗲𝗫 𝗖𝗮𝗿𝗲 𝗱𝗮𝘀𝗵𝗯𝗼𝗮𝗿𝗱 𝗶𝘀 𝘁𝗮𝗸𝗶𝗻𝗴 𝘀𝗵𝗮𝗽𝗲.3,323 injuries.€6.33M in expenses.52.4 average recovery days.But the

2.6K views1 month ago

x.comNte Daniel || Data Analyst →

Welcome to @ucufedt Our new students were warmly received at the Freshers Orientation,

1.1K views1 week ago

x.comUCU Computing, Engineering,

I don’t know why data centers have become this generation’s nuclear panic.If structured

506.7K views3 weeks ago

x.comHouman Asefi

Synthetic data was the consensus answer but Meta might have just admitted the

793.5K views2 weeks ago

You’re seeing this for a reason…#Binance is hiring380+ open roles across

260.2K views1 month ago

AI workloads need databases built for scale.Watch how OceanBase supports modern

417K views2 weeks ago

There’s been an enormous amount of misinformation surrounding our Utah data

190.4K views1 week ago

x.comKevin O'Leary aka Mr.

It’s very obvious that the CCP is behind many efforts to slow down the AI and data center

2.7M views1 week ago

x.comFarzad 🇺🇸 🇮🇷

What happens when every Fed department is responsible for AI data centres but none of

1.9K views1 week ago

x.comDavid Shoebridge

Then why are we building 4500 data centers and destroying our nation‘s water table

2M views2 weeks ago

x.comMatt Maher

Ask yourself: why all of a sudden do we need ‘AI Data Centers’ everywhere and in

151.5K views2 weeks ago

x.comDr. Deplorable Belinda MAGA

The narrative about data centers that were built in Virginia 20 years ago, they

11.9K views1 week ago

x.comKevin O'Leary aka Mr.

As he makes clear in this video, the Utah data center project actually meets all the major

513.6K views3 weeks ago

x.comTaylor Lorenz

Microsoft canceling its internal Claude Code licenses this week likely has almost nothing

250.1K views2 weeks ago

x.comMilk Road AI

Utah approved a data center so massive it's going to be more than twice the size of

141.7K views2 weeks ago

x.comWall Street Apes

Daniel Newman, CEO and chief analyst at @TheFuturumGroup, lays it

75.1K views2 weeks ago

x.comDell Technologies

🇺🇸 Elon is turning the dream of AI data centers in space into reality.@SpaceX is planning a

136.6K views2 weeks ago

x.comMario Nawfal

❤️ @Lovable now integrates with Databricks, providing a natural language interface that

2.2K views1 week ago

x.comDatabricks