SKU: 98129943744

Data Analysis with Open Source Tools: A Hands-On Guide for Programmers and Data Scientists

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Data Analysis with Open Source Tools: A Hands-On Guide for Programmers and Data ScientistsCollecting data is relatively easy, but turning raw information into something useful requires that you know how to extract precisely what you need. With this insightful book, intermediate to experienced programmers interested in data analysis will learn techniques for working with data in a business environment. You'll learn how to look at data to discover what it contains, how to capture those ideas in conceptual models, and then feed your

Collecting data is relatively easy, but turning raw information into something useful requires that you know how to extract precisely what you need. With this insightful book, intermediate to experienced programmers interested in data analysis will learn techniques for working with data in a business environment. You'll learn how to look at data to discover what it contains, how to capture those ideas in conceptual models, and then feed your understanding back into the organization through business plans, metrics dashboards, and other applications.

Along the way, you'll experiment with concepts through hands-on workshops at the end of each chapter. Above all, you'll learn how to think about the results you want to achieve -- rather than rely on tools to think for you.

  • Use graphics to describe data with one, two, or dozens of variables
  • Develop conceptual models using back-of-the-envelope calculations, as well asscaling and probability arguments
  • Mine data with computationally intensive methods such as simulation and clustering
  • Make your conclusions understandable through reports, dashboards, and other metrics programs
  • Understand financial calculations, including the time-value of money
  • Use dimensionality reduction techniques or predictive analytics to conquer challenging data analysis situations
  • Become familiar with different open source programming environments for data analysis

"Finally, a concise reference for understanding how to conquer piles of data."--Austin King, Senior Web Developer, Mozilla

"An indispensable text for aspiring data scientists."--Michael E. Driscoll, CEO/Founder, Dataspora



Binding Type: Paperback
Publisher: O'Reilly Media
Published: 12/07/2010
ISBN: 9780596802356
Pages: 509
Weight: 1.85lbs
Size: 9.20h x 7.00w x 1.40d

Review Citations: Reference and Research Bk News 02/01/2011 pg. 247
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SKU: 98129943744

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They're selling near-expired, bad product gone sour
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I ordered these in bulk for the second time in a few years. The initial order showed up as-presented. The recent order could not be farther than what these are advertised to be. At first, it appeared they changed their product. It looked different, I thought as I noted the soon-upcoming expiration date. After trying one, I quickly realized they did not only LOOK different but also tasted sour & dry. At best, they are not storing these correctly. But even worse, I suspect Country Archer may be selling bad product intentionally to get rid of it in bulk. Super disappointing from a company I once bought from regularly in local stores. And by the way, they do NOT stand behind their product. If you spend $60 on a bulk order that is inedible, YOU ARE STUCK WITH THEM. DON'T WASTE YOUR MONEY ON A COMPANY WITH NO RELIABILITY (sorry for all the angry caps lock but they really do need to resolve the issues presented in the many low-rated reviews, as any good business would do)
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Brittney Foley
San Leandro, US
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Delicious and great convenient snack
Flavor Name: Original Turkey, Size: 1 Ounce (Pack of 18)
Only downfall is the expensive price. Love the flavor as taste and boost of protein it gives but hard to afford regularly.
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Katrina Enderle
Natrona Heights, US
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Healthy snack
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Tastiest sticks around.
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Reviewed in the United States on January 13, 2026
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Ariel Lee
Houston, US
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My new addiction
Flavor Name: Original Turkey, Size: 1 Ounce (Pack of 18)
These sticks might seem a little “stale” to some, but that’s really just because they’re leaner—only 1.5g of fat each, which I personally love! That being said, they aren’t as juicy as some other meat sticks; the texture is closer to jerky. I’ve been on their rosemary and rotisserie chicken kick lately! I also don’t eat pork, so I appreciate having these sticks as an option. They’ve made meal prep so much easier—low fat, no sugar, and a generous serving for only 50 calories! Plus, they’re cheaper than the grass-fed sticks I usually grab at 7-Eleven. I’ll definitely be reordering in the future.
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Monica
Phoenix, US
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Great for on the go
Flavor Name: Original Turkey, Size: 1 Ounce (36 Count)
Love these turkey sticks. Great for on the go.
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