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Amazon Redshift: The Definitive GuideAmazon Redshift powers analytic cloud data warehouses worldwide, from startups to some of the largest enterprise data warehouses available today. This practical guide thoroughly examines this managed service and demonstrates how you can use it to extract value from your data immediately, rather than go through the heavy lifting required to run a typical data warehouse. Analytic specialists Rajesh Francis, Rajiv Gupta, and Milind Oke detail Amazon
Amazon Redshift powers analytic cloud data warehouses worldwide, from startups to some of the largest enterprise data warehouses available today. This practical guide thoroughly examines this managed service and demonstrates how you can use it to extract value from your data immediately, rather than go through the heavy lifting required to run a typical data warehouse.Analytic specialists Rajesh Francis, Rajiv Gupta, and Milind Oke detail Amazon Redshift's underlying mechanisms and options to help you explore out-of-the box automation. Whether you're a data engineer who wants to learn the art of the possible or a DBA looking to take advantage of machine learning-based auto-tuning, this book helps you get the most value from Amazon Redshift. understanding Amazon Redshift features, you'll achieve excellent analytic performance at the best price, with the least effort. This book helps you: Build a cloud data strategy around Amazon Redshift as foundational data warehouse Get started with Amazon Redshift with simple-to-use data models and design best practices Understand how and when to use Redshift Serverless and Redshift provisioned clusters Take advantage of auto-tuning options inherent in Amazon Redshift and understand manual tuning options Transform your data platform for predictive analytics using Redshift ML and break silos using data sharing Learn best practices for security, monitoring, resilience, and disaster recovery Leverage Amazon Redshift integration with other AWS services to unlock additional value About the AuthorRajesh Francis is an Analytics Customer Experience Specialist at AWS and is responsible for driving the AWS market and technical strategy for data warehousing and analytics. Rajesh works closely with large strategic customers to help them adopt Analytics services and new features, develop long-term partnerships, and feed customer requirements back to service teams to guide the direction of our product offerings. In his previous roles, Rajesh has experience as a Solutions Architect and a consultant for over 20 years working in a wide range of domains, helping customers gain business insights with AWS Analytics solutions and SAP Analytics.Rajiv Gupta is an Analytics Specialist who has been working in the Data Warehousing space for 20 years. He has worked with hundreds of companies to help them architect / build / optimize and modernize their data platforms. Most recently, Rajiv has been working as manager of Solution Architects, partnered closely with the Amazon Redshift Service team. Rajivs team helps customers migrate their analytics platforms using the latest techniques to ensure scalability, reliability, and efficiency while being secure, easy to operate and cost optimized. Rajivs team also captures valuable feedback from customers to know exactly how big & small organizations are using data to help inform and drive the future of the AWS analytics stack.Milind Oke is an Analytics Specialist Solutions Architect with over two decades of experience architecting and building enterprise grade Data Warehousing solutions and platforms. He holds AWS certifications for AWS Certified Solutions Architect Associate, AWS Certified Data Analytics Speciality, AWS Certified Security Speciality, and is based out of New York. He has worked directly with numerous companies in the financial services sector to design the architecture, deliver the build and modernize their data platforms. At Amazon Web Services, he has engaged with hundreds of customers to develop cloud native analytical capabilities or migrate their existing workloads to leverage the scalability, reliability, and agility of the cloud while being secure and cost efficient. While working with customers directly he also liaises closely with the Database Engineering and Product Management teams to help drive the direction of Amazon Redshift.Shipping Notes
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4.8 ★★★★★
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Product Reviews
★★★★★ 5
My Fave Sunscreen
Sun protection factor: 50 Sun Protection Factor (SPF), Size: 6 Ounce (Pack of 2)
I love this sunscreen. I bike ride a lot in the summer and I always bring sunscreen with me because I sweat and need to reapply. If I use a cream, my hands end up wet or greasy and I'm holding the handlbars, etc. So, using a spray is way better for me.
I loooooooove the smell of this stuff. It smells of summer! The spray makes it easy to get my back while at the beach and while it's not insanely waterproof, it's certainly water resistant and lasts a long time.
I like the SPF 50, because less isn't enough for me. They say going higher than 50 isn't any better, so I stick with 50 as my "go to."
Buying the duo, as sold here, makes it a good value. Buying this product at a local drug store would cost twice as much. I easily go through both cans in a single summer.
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Reviewed in the United States on November 1, 2025
★★★★★ 5
IT WORKS
Style: SPF 50
I used this on my trip to Jamaica and it worked great. I was in the sun for hours and it kept me from getting any lines. I did reapply after going in the water and when I was feeling really hot. However, I did get burned on the top of my feet as the sand was all over them so I couldn't put sunscreen on them. Lesson learned put lots of sunscreen on your feet prior to arriving to the beach. It does stay on slightly when you go in water. You will see a faint white cast on your skin, but nothing extremely noticeable. Otherwise it rubs in really well and there is no white cast, (only after you go in water will you notice it slightly). If your main purpose is to protect your skin, then this is your friend. It's reef safe and does have safer active ingredients that I feel more comfortable using on my skin. Very happy. I used about 3/4 of the bottle for 3 days of use, this includes reapply applications. So if you have a family you may need to take more than one bottle for a long trip and it's a bit more pricey, but better ingredients typically do cost more.
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Reviewed in the United States on February 22, 2024
★★★★★ 5
Bought 2nd time
Style: SPF 30
I am loyal to the Hawaiian Tropic brand because they have a wonderful scent. Not like the typical sunscreen smell, but fragrant and subtle. This sunscreen does keep my skin protected and I use it almost everyday living in sunny Las Vegas. Doesn't leave a white film and blends into my skin. It is matte, doesn't feel oily. I prefer the 30 SPF for daily use. This is my second purchase and just want a smaller size for travel. But I'll just squirt some into an empty travel sized bottle because I enjoy it for my everyday lotion.
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Reviewed in the United States on January 11, 2023
★★★★★ 4
One of my favorites because it doesn't sting my eyes
Style: SPF 50
This was my first time purchasing this from Amazon though I've bought this product elsewhere before.
This is a sunscreen I come back to because I can use it on my body and it works relatively well on my face as well. It is hydrating and can give a matte-ish looking finish although on my face I'd say it leaves more of a dewy look because I put moisturizer on prior to applying. I've seen a few reviews mention there is pilling when applying to the face and while I've had that happen it's normally only during the day when I reapply. I think that first thing in the morning I don't really have that issue because of the moisturizer I put on before- I let the moisturizer soak in a bit before going in with the sunscreen.
My favorite thing about this sunscreen is that it doesn't sting my eyes, I've worn it out on 90+ SoCal heat and it has not stung my eyes- there's been numerous sunscreen I like on my face but don't repurchase because even mid-80"s heat causes them to run and both sting and blur my vision. As for my giving this a 4 rather than a 5 it is because it leaves a mild white cast after I apply it norming and reapplying throughout the day. The mild white cast does eventually go away but it does take some time, though that is the one downsides I am glad that I'm at least not forced to sport a ghost-ish face all day. In all honestly, the cast is only mild when compared to others like the New "Sheer" Bluelizard SPF 50 face lotion, among others.
I'm a little jealous of others who say they don't have a white cast at all but different products react differently with different people so I know it might just be a "me thing." Overall this is one of the sheer and non-tinted sunscreens I am happiest with and will repurchase again as needed unless I stumble onto that unicorn 50 broad spectrum SPF, cast free, no eye burning/ irritating, and reasonably priced and sized sunscreen =)
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Reviewed in the United States on April 5, 2022
★★★★★ 5
My new favorite
Style: SPF 30
Non-greasy, doesn’t cause irritation to my sensitive skin or cause breakouts, good sun protection, holds up to sweat, smells terrific, fair price. I just wish there were multiple spf options. I have already bought more.
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Reviewed in the United States on July 31, 2022