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Think Bayes
Think Bayes

If you know how to program with Python and also know a little about probability, you’re ready to tackle Bayesian statistics. With this book, you'll learn how to solve statistical problems with Python code instead of mathematical notation, and use discrete probability distributions instead of continuous mathematics. Once you...

Building Data Science Teams
Building Data Science Teams
Starting in 2008, Jeff Hammerbacher (@hackingdata) and I sat down to share our experiences building the data and analytics groups at Facebook and LinkedIn. In many ways, that meeting was the start of data science as a distinct professional specialization (see “What Makes a Data Scientist?” on page 11 for the story on...
ARCO Master the GRE 2009 (with CD)
ARCO Master the GRE 2009 (with CD)
The General Graduate Record Exam (GRE), or GRE General Test, is the primary standardized test for admission to graduate-level academic programs in the United States. The exam is designed and administered by the Educational Testing Service (ETS), the same company that produces the SAT. Since 2002, the GRE has been administered by computer only...
Combinatorial Search: From Algorithms to Systems
Combinatorial Search: From Algorithms to Systems

Although they are believed to be unsolvable in general, tractability results suggest that some practical NP-hard problems can be efficiently solved. Combinatorial search algorithms are designed to efficiently explore the usually large solution space of these instances by reducing the search space to feasible regions and using heuristics to...

Intelligence and Human Progress: The Story of What was Hidden in our Genes
Intelligence and Human Progress: The Story of What was Hidden in our Genes

Written by James R. Flynn of the "Flynn effect" (the sustained and substantial increase in intelligence test scores across the world over many decades), Intelligence and Human Progress examines genes and human achievement in all aspects, including what genes allow and forbid in terms of personal life history, the cognitive...

Windows Forensic Analysis Toolkit, Third Edition: Advanced Analysis Techniques for Windows 7
Windows Forensic Analysis Toolkit, Third Edition: Advanced Analysis Techniques for Windows 7
I am not an expert. I have never claimed to be an expert at anything (at least not seriously done so), least of all an expert in digital forensic analysis of Windows systems. I am simply someone who has found an interest in my chosen field of employment, and a passion to dig deeper. I enjoy delving into and extending the...
Collins Writing for Ielts
Collins Writing for Ielts

If your writing is preventing you from getting the score you need in IELTS, Collins Writing for IELTS can help. Don't let one skill hold you back. Collins Writing for IELTS has been specially created for learners of English who plan to take the Academic IELTS exam to demonstrate that they have the required ability to communicate...

CMOS IC Layout: Concepts, Methodologies, and Tools
CMOS IC Layout: Concepts, Methodologies, and Tools
Once upon a time, around about 1988, after finishing a very stressful but successful project within Motorola Semiconductor Israel (MSIL), the entire team was invited to a special lunch. Everybody was happy that we finished the “project” ahead of time, and we were there to enjoy the victory of “tape-out.”...
Visual Studio 2012 Cookbook
Visual Studio 2012 Cookbook
When we sat down to map out the next version of our premier software development tool, Microsoft Visual Studio 2012, we had a few key scenarios in mind.

One of those scenarios was Developers are Raving Fans. We clearly heard the feedback about the speed of Visual Studio, about the discoverability of features, its
...
Machine Learning for Email: Spam Filtering and Priority Inbox
Machine Learning for Email: Spam Filtering and Priority Inbox
To explain the perspective from which this book was written, it will be helpful to define the terms machine learning and hackers.

What is machine learning? At the highest level of abstraction, we can think of machine learning as a set of tools and methods that attempt to infer patterns and extract
...
Learn to Program (Pragmatic Programmers)
Learn to Program (Pragmatic Programmers)
It's now easier to learn to write your own computer software than it has ever been before. Now everyone can learn to write programs for themselves--no previous experience is necessary. Chris Pine takes a thorough, but light-hearted approach that teaches you how to program with a minimum of fuss or bother. Starting with small, simple one-line...
Webster's New World Essential Vocabulary
Webster's New World Essential Vocabulary
How’s your vocabulary? Is it okay, pretty good, or exceptional? Whatever your
answer to these questions, this is the book for you. For those whose vocabulary
ranges from okay to pretty good, here is the opportunity to improve it. The main
content is grouped into sets of words that have been taken from the SAT and GRE...
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