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
0:34
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
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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!
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Welcome to @ucufedt Our new students were warmly received at the Freshers
UCU Computing,
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
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The narrative about data centers that were built in Virginia 20 years ago, they
Kevin O'Leary aka Mr.
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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
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x.comLinda Grasso
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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
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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
x.comdylan ツ
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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
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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
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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
2:14
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x.comLinda Grasso
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
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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
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x.comdylan ツ
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
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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
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x.comUCU Computing, Engineering, Data Science, R…
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
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x.comKevin O'Leary aka Mr. Wonderful
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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.
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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.
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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
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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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This is misleading. The issue affects 4 families, there is other construction in the area, and it has nothing to do with data centers.
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Billionaire Kevin O’Leary says the US has to build these massive data centers to compete with China but it is a big lie.The US already has 5,381 data centers which is 12 times more than China’s 449.In fact, the US has more data centers than nearly every other nation combined.
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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
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x.comWall Street Apes
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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
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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
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Most people learn data engineering the hard way…by drowning in jargon they’ve never heard before.But here’s the truth no one tells you:Data engineering isn’t hard because of the tools,it’s hard because of the terminology.Once you understand the words,you finally understand the systems.And once you understand the systems,everything else becomes 10× easier.Here’s a quick breakdown of what you’re learning:1. ETL vs ELT — Know the difference.ETL transforms before loading.ELT loads first, transforms
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x.comShalini Goyal
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Then why are we building 4500 data centers and destroying our nation‘s water table
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Then why are we building 4500 data centers and destroying our nation‘s water table
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