SKU: 63413934736

Architecting Data and Machine Learning Platforms

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Description

Architecting Data and Machine Learning PlatformsAll cloud architects need to know how to build data platforms that enable businesses to make data driven decisions and deliver enterprise wide intelligence in a fast and efficient way. This handbook shows you how to design, build, and modernize cloud native data and machine learning platforms using AWS, Azure, Google Cloud, and multicloud tools like Snowflake and Databricks. Authors Marco Tranquillin, Valliappa Lakshmanan, and Firat Tekiner cover the

All cloud architects need to know how to build data platforms that enable businesses to make data-driven decisions and deliver enterprise-wide intelligence in a fast and efficient way. This handbook shows you how to design, build, and modernize cloud native data and machine learning platforms using AWS, Azure, Google Cloud, and multicloud tools like Snowflake and Databricks.Authors Marco Tranquillin, Valliappa Lakshmanan, and Firat Tekiner cover the entire data lifecycle from ingestion to activation in a cloud environment using real-world enterprise architectures. You'll learn how to transform, secure, and modernize familiar solutions like data warehouses and data lakes, and you'll be able to leverage recent AI/ML patterns to get accurate and quicker insights to drive competitive advantage.You'll learn how to:
Design a modern and secure cloud native or hybrid data analytics and machine learning platform• Accelerate data-led innovation consolidating enterprise data in a governed, scalable, and resilient data platform
Democratize access to enterprise data and govern how business teams extract insights and build AI/ML capabilities
Enable your business to make decisions in real time using streaming pipelines
Build an MLOps platform to move to a predictive and prescriptive analytics approach
About the AuthorMarco is a seasoned digital consultant with over 10 years of experience in helping organizations around the world implement digital transformation strategies using cloud computing. In his last role at Google Cloud, he led a team of Principal Architects and Customer Engineers who helped Italian financial and insurance firms adopt and use cloud data technologies to solve business problems. He also previously led the European Data Analytics practice at Google Cloud and held consulting roles at other major firms such as Microsoft and Accenture.Lak works with management and data teams across a range of industries to help them employ data and AI-driven innovation to grow their businesses and increase value. Prior to this, Lak was the Director for Data Analytics and AI Solutions on Google Cloud and a Research Scientist at NOAA. He is a co-author of Data Science on the Google Cloud Platform, BigQuery: The Definitive Guide, and Machine Learning Design Patterns, all published OReilly.Firat is an adjunct professor at the University of Manchester and a Senior Product Manager in Google Cloud. Firat has over 20 years of experience in designing and delivering bespoke information systems for some of the world's largest research, education, telecommunications, finance and retail organizations. Following roles within National Supercomputing Services and National Centre for Text Mining, he has over 30 publications in the areas of Parallel Computing, Big Data, Artificial Intelligence and Computer Communications.

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SKU: 63413934736

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4.6 ★★★★★
Based on 25 reviews
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A
Amazon Customer
Houston, US
★★★★★ 4
Feels like a real upgrade, but maybe priced a little high
Color: Stainless Steel
This is one of those things you don’t think much about until you switch to a better one. Right away you notice the weight. It actually stays put when you pull a sheet instead of sliding all over the counter or tipping up, which already makes it better than most cheap holders. The spring arm does help keep the roll under control so you’re not pulling half the roll by accident. One handed use works most of the time, but it depends on the paper towels. Thinner rolls tear clean without any effort. Thicker ones can still need a second hand here and there, so it’s not perfect but still better than a basic stand. Build quality feels solid. The finish looks clean and not cheap, and it wipes down easily. It definitely looks like something you’d keep out on the counter instead of hiding. Only real downside is the price. It does what it’s supposed to do and does it well, but it’s still a paper towel holder at the end of the day. You’re paying for the weight and design more than anything. If you’re tired of flimsy ones, this is a noticeable step up. Just depends if you care enough to spend extra on something this simple.
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Reviewed in the United States on June 2, 2026
L
LovelyHaze♡Peace & Love
Lexington, US
★★★★★ 5
Sleek Kitchen Essential One Handed Paper Towel Dispenser
Color: Black, Color: Black
​The Ultrean paper towel holder is a countertop accessory designed for convenience featuring a sturdy stainless steel construction that wipes clean easily and blends into any kitchen or bathroom decor. It stands upright on a weighted non slip base that provides stability during use and it is equipped with a spring loaded arm intended to assist with one handed tearing. The assembly is very straightforward making it quick to set up right out of the box so you can start using it immediately for your daily cleaning tasks. ​I found this holder very easy to put together and integrate into my space and it definitely adds a nice modern touch to my kitchen counters. While it is marketed as a one handed tear dispenser I have noticed that it depends on the type of paper towels you are using. If I am using thinner cheaper rolls the tear is effortless but with my preferred thick Bounty paper towels the tension is not always enough to tear them off cleanly with just one hand so I usually end up holding it down to get a clean rip. ​The major pros of this dispenser are the weighted non slip base that keeps it from sliding around and the stainless steel finish that makes maintenance simple with just a quick wipe. The main con is that it struggles with heavy duty paper towels often requiring two hands to tear without tipping or pulling the whole roll which might be frustrating if you are expecting a true one handed experience every single time. Still it is a functional and attractive piece that keeps my kitchen organized and as long as you do not mind using both hands for the thicker brands it is a solid addition to any home.
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Reviewed in the United States on April 25, 2026
B
Billy
Draper, US
★★★★★ 5
A Paper Towel Holder That Actually Holds Its Own
Color: Gold
This is a lot nicer than I expected for something as boring as a paper towel holder. The base has some real weight to it, so it doesn’t slide around every time you try to tear off a sheet. The spring-loaded arm also helps keep the roll from spinning freely. The gold finish looks good in person. It leans a little more bronze/brassy than bright gold, which my wife prefers in our darker colored kitchen. It feels sturdy, wipes clean easily, and doesn’t look cheap sitting on the counter. The one-handed tearing works pretty well, though it may depend on the paper towels you use. Thinner rolls tear off easily. With thicker paper towels, you may still need a second hand here and there to get a clean rip. We use the Costco branded Kirkland paper towel rolls and haven't had any issues getting just one sheet. I am guilty of yanking at our old paper towel with one hand roll to try and rip off a single sheet. My success rate has significantly increased since we started using this paper towel holder. It’s definitely more expensive than a basic paper towel holder, but it also feels like a clear upgrade from the cheap flimsy ones. Would I normally buy this? Probably not, but if I am splurging on kitchen upgrades, then I'd definitely have this on my list.
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Reviewed in the United States on May 12, 2026
E
Eva
New York, US
★★★★★ 5
Pretty gold tone color and works well
Color: Gold
This is great for lazy people like myself. Just pull back the grabber hand and drop the paper towels in, no unscrewing anything or fiddling around, I only want to spend one second installing my paper towels and this lets me do that. The gold tone works well with my decor, it has a very finely brushed gold tone metal finish trending into brass color tones that looks better in person than in the listing. Overall it looks very high end. The bottom is very heavily weighted, paper towels slip right on, and removing a towel with one hand is a snap. The grabber hand keeps the towels in place. On the bottom are 4 very effective grabby strips that keep the unit from sliding. The whole unit weighs 3 pounds but somehow it seems like it's a lot more. Checking over the listing, it looks accurate other than some of the photos make it look a little less golden than it really is. This thing is so nice. I was going to use this at work but it might be too nice looking for an industrial environment so I'll probably just use it at home instead. The downsides on this are there were a few super tiny scratches that you'd really have to squint to see. You probably would not notice but still not ideal. The other obvious issue is these are currently priced at $50. Looking around at other options, I don't see many with all the features of this unit including upscaled finish, smoothly operating grabby hand, and heavily weighted bottom but certainly there are many other towel holder options that get good reviews for less money so I would not say this unit is the best economic bang for the buck. However if you really don't care about an extra $20 or you would really like an upscale nice brushed gold/brass finish, then it might be well worth it for you because this does work really well and I am very much enjoying it.
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Reviewed in the United States on March 18, 2026
S
Scorptress
Waukegan, US
★★★★★ 5
Solid Investment
Color: Stainless Steel, Color: Stainless Steel
At first I thought this was a little expensive for a paper towel holder, but after using it for a few days, I completely understood the price. It’s very sturdy and honestly delightfully functional in a way that basic holders just aren’t. The spring-loaded arm works really well and actually allows easy one-handed tearing without the whole thing tipping or unraveling. A few things I liked: Weighted base keeps it firmly in place Non-slip bottom works well on countertops Spring arm holds the roll securely and makes tearing easier Stainless steel finish looks clean and modern Feels much sturdier and better made than cheaper versions A couple minor things: The arm is a little stiff at first, but loosened up slightly with use Larger/thicker rolls can fit tightly until some paper is used Overall, I think it’s a really good value for the money and performs exactly as advertised. One of those kitchen items that seems simple, but once you use a better-designed version, you definitely notice the difference.
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Reviewed in the United States on May 17, 2026

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