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!
0:15
1.1K views
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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11.9K views
The narrative about data centers that were built in Virginia 20 years ago, they
Kevin O'Leary aka Mr.
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YouTube1 month ago
The Future of Data Centers in AI Technology
The Future of Data Centers in AI Technology
TikTok2 weeks ago
Top videos
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
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
980.4K views2 weeks ago
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
6:13
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
793.5K views2 weeks 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
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
x.comHouman Asefi
506.7K views2 weeks ago
Data Engineer Salary
100 Data Science Websites You Must Know 🔥 Learning, Practice, Jobs, Datasets & More (2026)
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100 Data Science Websites You Must Know 🔥 Learning, Practice, Jobs, Datasets & More (2026)
YouTubeCognitiaX AI
814 views4 months ago
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
13:13
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
TikTokmoreperfectunion
58.7K views4 weeks ago
How data engineers extract data from APIs?
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How data engineers extract data from APIs?
YouTubeKsk_Data
198 views2 months ago
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
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
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
6:13
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
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 views2 weeks ago
x.comHouman Asefi
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!
1.1K views1 week ago
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 views1 week ago
x.comKevin O'Leary aka Mr. Wonderful
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.
0:52
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.
417K views1 week ago
x.comOceanBase
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
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
2.7M views1 week ago
x.comFarzad 🇺🇸 🇮🇷
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 views1 week ago
x.comKevin O'Leary aka Mr. Wonderful
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.
513.6K views3 weeks ago
x.comTaylor Lorenz
5:59
This is misleading. The issue affects 4 families, there is other construction in the area, and it has nothing to do with data centers.
155.6K views2 weeks ago
x.comQuick Thoughts
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
136.6K views2 weeks ago
x.comMario Nawfal
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
0:51
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
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
141.7K views2 weeks ago
x.comWall Street Apes
0:03
You’re seeing this for a reason…#Binance is hiring380+ open roles across BD, Comms, Data, Engineering & moreApply here → https://t.co/TEcKL9qsvF
260.2K views1 month ago
x.comBinance
0:16
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
1:32
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
0:03
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
2M views1 week ago
x.comMatt Maher
See more
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Short videos

0:34
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👨🏻‍🔧
2:14
What stands out to me is the handoff between systems. Entry, updates, navigation,
980.4K views2 weeks ago
x.comLinda Grasso
6:13
Synthetic data was the consensus answer but Meta might have just admitted the
793.5K views2 weeks ago
x.comdylan ツ
4:30
I don’t know why data centers have become this generation’s nuclear panic.If structured
506.7K views2 weeks ago
x.comHouman Asefi
0:15
Welcome to @ucufedt Our new students were warmly received at the Freshers Orientation,
1.1K views1 week ago
x.comUCU Computing, Engineering,
5:16
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.
0:52
AI workloads need databases built for scale.Watch how OceanBase supports modern
417K views1 week ago
x.comOceanBase
4:42
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 🇺🇸 🇮🇷
12:59
There’s been an enormous amount of misinformation surrounding our Utah data
190.4K views1 week ago
x.comKevin O'Leary aka Mr.
4:30
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
5:59
This is misleading. The issue affects 4 families, there is other construction in the area, and it
155.6K views2 weeks ago
x.comQuick Thoughts
1:23
🇺🇸 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
0:45
Banking and development economist Richard Werner says the real reason we are
250.2K views2 weeks ago
x.comWall Street Apes
0:51
Microsoft canceling its internal Claude Code licenses this week likely has almost nothing
250.1K views2 weeks ago
x.comMilk Road AI
1:03
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
0:03
You’re seeing this for a reason…#Binance is hiring380+ open roles across
260.2K views1 month ago
x.comBinance
0:16
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 →
1:32
What happens when every Fed department is responsible for AI data centres but none of
1.9K views1 week ago
x.comDavid Shoebridge
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 views1 week ago
x.comMatt Maher
Static thumbnail place holder