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
Shorts
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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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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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
x.comHouman Asefi
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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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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
x.comDell Technologies
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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
793.5K views3 weeks ago
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
4:30
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
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
0:20
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 views3 weeks ago
x.comDell Technologies
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!
0:15
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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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
5:16
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 views2 weeks 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.
4:30
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.
515.8K views3 weeks ago
x.comTaylor Lorenz
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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You’re seeing this for a reason…#Binance is hiring380+ open roles across BD, Comms, Data, Engineering & moreApply here → https://t.co/TEcKL9qsvF
260.4K views1 month ago
x.comBinance
4:42
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
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x.comFarzad 🇺🇸 🇮🇷
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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
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x.comMilk Road AI
12:59
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 views2 weeks ago
x.comKevin O'Leary aka Mr. Wonderful
1:23
🇺🇸 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
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x.comMario Nawfal
5:07
🇺🇸🇨🇳 The U.S. has 4,000 data centers, while China has 365.But 24 months ago, AI training required 100 megawatts. Today the minimum is 1 gigawatt.The U.S., Canadian, and Mexican grids can't deliver that. China's can.The AI race was never about who built more, but who built bigger, and right now, America's own power grid is the bottleneck.
662K views3 weeks ago
x.comMario Nawfal
1:01
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.
532.4K views4 weeks ago
x.comPower to the People ☭🕊
0:45
Banking and development economist Richard Werner says the real reason we are seeing so many Data Centers being put up so quickly is because they are building the surveillance and digital currency network right now“We are so close to the scariest, most dystopian system. This is what the drive to build all these thousands of data centers is about, to micromanage the world's population through the New Financial World Order. AI is really about that. We're heading towards digital control systems wher
250.2K views2 weeks ago
x.comWall Street Apes
1:03
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
142.6K views2 weeks ago
x.comWall Street Apes
1:26
Residents in Crowell, Texas are being forced to live with constant artificial daylight because of Google’s AI data center that is being built right next to themResidents report severe 24/7 light pollution that creates artificial daylight at night (photo proof shown)The facility runs 24/7 with intense lighting that turns the sky bright all night longThere is also a constant mechanical humming noise from cooling fans, HVAC systems, and generators that runs nonstopThe project is a massive new hyper
64.6K views2 weeks ago
x.comWall Street Apes
0:19
There’s a theory circulating that all these AI data centers being built are actually meant to summon demons.
7.3K views2 weeks ago
x.comThe White Rabbit
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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
3.2K views3 months ago
x.comShalini Goyal
1:18
Then why are we building 4500 data centers and destroying our nation‘s water table
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x.comMatt Maher
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Short videos

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AWS just made S3 accessible as a file system. This is a big deal for data engineers. Let
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I don’t know why data centers have become this generation’s nuclear panic.If structured
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As he makes clear in this video, the Utah data center project actually meets all the major
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x.comTaylor Lorenz
0:03
You’re seeing this for a reason…#Binance is hiring380+ open roles across
260.4K views1 month ago
x.comBinance
4:42
It’s very obvious that the CCP is behind many efforts to slow down the AI and data center
2.7M views2 weeks ago
x.comFarzad 🇺🇸 🇮🇷
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Microsoft canceling its internal Claude Code licenses this week likely has almost nothing
250.8K views3 weeks ago
x.comMilk Road AI
12:59
There’s been an enormous amount of misinformation surrounding our Utah data
190.4K views2 weeks ago
x.comKevin O'Leary aka Mr.
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🇺🇸 Elon is turning the dream of AI data centers in space into reality.@SpaceX is planning a
136.6K views3 weeks ago
x.comMario Nawfal
5:07
🇺🇸🇨🇳 The U.S. has 4,000 data centers, while China has 365.But 24 months ago, AI
662K views3 weeks ago
x.comMario Nawfal
1:01
Billionaire Kevin O’Leary says the US has to build these massive data centers to
532.4K views4 weeks ago
x.comPower to the People ☭🕊
0:45
Banking and development economist Richard Werner says the real reason we are
250.2K views2 weeks ago
x.comWall Street Apes
1:03
Utah approved a data center so massive it's going to be more than twice the size of
142.6K views2 weeks ago
x.comWall Street Apes
1:26
Residents in Crowell, Texas are being forced to live with constant artificial daylight
64.6K views2 weeks ago
x.comWall Street Apes
0:19
There’s a theory circulating that all these AI data centers being built are actually meant to
7.3K views2 weeks ago
x.comThe White Rabbit
0:03
Most people learn data engineering the hard way…by drowning in jargon they’ve
3.2K views3 months ago
x.comShalini Goyal
1:18
Then why are we building 4500 data centers and destroying our nation‘s water table
2M views2 weeks ago
x.comMatt Maher
Static thumbnail place holder