Book picks similar to
Neural Networks and Machine Learning by Christopher M. Bishop
machine-learning
technology
csit-textbooks
deep-learning
Category Theory for Programmers
Bartosz Milewski - 2014
Collected from the series of blog posts starting at: https://bartoszmilewski.com/2014/10/2...Hardcover available at: http://www.blurb.com/b/9008339-catego...
The Elements of Data Analytic Style
Jeffrey Leek - 2015
This book is focused on the details of data analysis that sometimes fall through the cracks in traditional statistics classes and textbooks. It is based in part on the authors blog posts, lecture materials, and tutorials. The author is one of the co-developers of the Johns Hopkins Specialization in Data Science the largest data science program in the world that has enrolled more than 1.76 million people. The book is useful as a companion to introductory courses in data science or data analysis. It is also a useful reference tool for people tasked with reading and critiquing data analyses. It is based on the authors popular open-source guides available through his Github account (https://github.com/jtleek). The paper is also available through Leanpub (https://leanpub.com/datastyle), if the book is purchased on that platform you are entitled to lifetime free updates.
Handbook of Psychological Assessment
Gary GrothMarnat - 2009
Written in a practical, skills-based manner, this classic resource offers coverage of the most widely used assessment instruments and has been updated to include new material and cover tests that are growing in popularity, such as brief assessment instruments. "Handbook of Psychological Assessment" also provides guidance on the most efficient methods for selecting and administering tests, how to interpret assessment data, and how to integrate test scores and develop treatment plans as well as instruction on ways in which to write effective, client-oriented, problem-solving psychological reports.The Fifth Edition provides thorough coverage of the most commonly used assessment instruments including the Wechsler Adult Intelligence Scale(R)-Fourth Edition (WAIS(R)-IV), Wechsler Intelligence Scale for Children(R)-Fourth Edition (WISC(R)-IV), Wechsler Memory Scale(R)-Fourth Edition (WMS(R)-IV), Minnesota Multiphasic Personality Inventory(R)-2 (MMPI(R)-2), California Psychology InventoryTM (CPITM), Rorschach(R), MillonTM Clinical Multiaxial Inventory-III (MCMI-IIITM), Thematic Apperception Test, Repeatable Battery for the Assessment of Neuropsychological StatusTM (RBANS(R)), brief assessment instruments, clinical interviewing, and behavioral assessment.In addition, this "Fifth Edition" includes: Updates on the new WAIS(R)-IV, WISC(R)-IV, and WMS(R)-IV An increased emphasis on diversity A focus on screening for neuropsychological impairment, including coverage of the Repeatable Battery for the Assessment of Neuropsychological StatusTM (RBANS(R)) Coverage of the Minnesota Multiphasic Personality Inventory-2-Restructured Form TM New information on client feedback and consultation An updated chapter on psychological report writing, including new examples of psychological reportsOrganized according to the sequence mental health professionals follow when conducting an assessment, "Handbook of Psychological Assessment, Fifth Edition" is a practical, valuable reference for professionals looking to stay current as well as for students looking for the most thorough and trusted resource covering the field of psychological assessment.
Rigging the Game: How Inequality Is Reproduced in Everyday Life
Michael Schwalbe - 2007
Guided by the questions How did the situation get this way? and How does it stay this way?, Schwalbe tracks inequality from its roots to its regulation. In the final chapter, "Escaping the Inequality Trap," he also shows how inequality can be overcome. Throughout, Schwalbe's engaging writing style draws students into the material, providing instructors with a solid foundation for discussing this challenging and provocative subject.With its lively combination of incisive analysis and compelling fictional narratives, Rigging the Game is an innovative teaching tool--not only for courses on stratification, but also for social problems courses, introductory sociology courses, and any course that takes a close look at how the inequalities of race, class, and gender are perpetuated.
The Algorithm Design Manual
Steven S. Skiena - 1997
Drawing heavily on the author's own real-world experiences, the book stresses design and analysis. Coverage is divided into two parts, the first being a general guide to techniques for the design and analysis of computer algorithms. The second is a reference section, which includes a catalog of the 75 most important algorithmic problems. By browsing this catalog, readers can quickly identify what the problem they have encountered is called, what is known about it, and how they should proceed if they need to solve it. This book is ideal for the working professional who uses algorithms on a daily basis and has need for a handy reference. This work can also readily be used in an upper-division course or as a student reference guide. THE ALGORITHM DESIGN MANUAL comes with a CD-ROM that contains: * a complete hypertext version of the full printed book. * the source code and URLs for all cited implementations. * over 30 hours of audio lectures on the design and analysis of algorithms are provided, all keyed to on-line lecture notes.
Mindstorms: Children, Computers, And Powerful Ideas
Seymour Papert - 1980
We have Mindstorms to thank for that. In this book, pioneering computer scientist Seymour Papert uses the invention of LOGO, the first child-friendly programming language, to make the case for the value of teaching children with computers. Papert argues that children are more than capable of mastering computers, and that teaching computational processes like de-bugging in the classroom can change the way we learn everything else. He also shows that schools saturated with technology can actually improve socialization and interaction among students and between students and teachers.
Introductory Statistics
Neil A. Weiss - 1987
This book develops statistical thinking over rote drill and practice. The Nature of Statistics; Organizing Data; Descriptive Measures; Probability Concepts; Discrete Random Variables; The Normal Distribution; The Sampling Distribution of the Sample Menu; Confidence Intervals for One Population Mean; Hypothesis Tests for One Population Mean; Inferences for Two Population Means; Inferences for Population Standard Deviations; Inferences for Population Proportions; Chi-Square Procedures; Descriptive Methods in Regression and Correlation; Inferential Methods in Regression and Correlation; Analysis of Variance (ANOVA)
For all readers interested in Introductory Statistics.
Shusmo شسمو
Khaled ElAhmad - 2019
Personal branding through social media to create a brand that can help him navigate through life. Stories from Kuwait, Algeria, USA & Jordan.How is each social platform different that the other. At the end highlighting the seriousness of Big data and the economy of attention and emotions on social media.Get your hand on a copy: https://jamalon.com/en/catalog/produc...
Code Complete
Steve McConnell - 1993
Now this classic book has been fully updated and revised with leading-edge practices--and hundreds of new code samples--illustrating the art and science of software construction. Capturing the body of knowledge available from research, academia, and everyday commercial practice, McConnell synthesizes the most effective techniques and must-know principles into clear, pragmatic guidance. No matter what your experience level, development environment, or project size, this book will inform and stimulate your thinking--and help you build the highest quality code. Discover the timeless techniques and strategies that help you: Design for minimum complexity and maximum creativity Reap the benefits of collaborative development Apply defensive programming techniques to reduce and flush out errors Exploit opportunities to refactor--or evolve--code, and do it safely Use construction practices that are right-weight for your project Debug problems quickly and effectively Resolve critical construction issues early and correctly Build quality into the beginning, middle, and end of your project
CEH Certified Ethical Hacker Study Guide
Kimberly Graves - 2010
That's the philosophy behind ethical hacking, and it's a growing field. Prepare for certification in this important area with this advanced study guide that covers all exam objectives for the challenging CEH Certified Ethical Hackers exam. The book provides full coverage of exam topics, real-world examples, and a CD with additional materials for extra review and practice. Covers ethics and legal issues, footprinting, scanning, enumeration, system hacking, trojans and backdoors, sniffers, denial of service, social engineering, session hijacking, hacking Web servers, Web application vulnerabilities, and more Walks you through exam topics and includes plenty of real-world scenarios to help reinforce concepts Includes a CD with review questions, bonus exams, and more study tools This is the ideal guide to prepare you for the new CEH certification exam. Reviews
The Elements of Computing Systems: Building a Modern Computer from First Principles
Noam Nisan - 2005
The books also provides a companion web site that provides the toold and materials necessary to build the hardware and software.
Side by Side: Student Book 2
Steven J. Molinsky - 2001
Molinsky and Bill Bliss, is a dynamic, all-skills program that integrates conversation practice, reading, writing, and listening -- all in a light-hearted, fun, and easy-to-use format that has been embraced by students and teachers worldwide. This four-level program promotes native communication between students ... practicing speaking together "side by side." Features of the Third Edition
Vocabulary Preview sections in every chapter introduce key words in a lively picture dictionary format.
"How to Say It " lessons highlight communication strategies.
Pronunciation exercises provide models for practicing authentic pronunciation, stress, and intonation.
"Side by Side Gazette" "magazine-style" pages offer feature articles, fact files, vocabulary expansion, cross-cultural topics through photos, authentic listening activities, e-mail exchanges, and humorous cartoons for role-playing.
All-new illustrations are lively, light-hearted, and richly detailed to offer students language practice that is contextualized and fun.
The core components include Student Books, Teacher's Guides, Activity Workbooks, Activity & Test Prep Workbooks, Communication Games and Activity Masters, audio programs, combined split editions (Student Book and Workbook lessons combined), a testing program, and picture cards.
How to Solve It: A New Aspect of Mathematical Method
George Pólya - 1944
Polya, How to Solve It will show anyone in any field how to think straight. In lucid and appealing prose, Polya reveals how the mathematical method of demonstrating a proof or finding an unknown can be of help in attacking any problem that can be reasoned out--from building a bridge to winning a game of anagrams. Generations of readers have relished Polya's deft--indeed, brilliant--instructions on stripping away irrelevancies and going straight to the heart of the problem.
Python Programming for Beginners: An Introduction to the Python Computer Language and Computer Programming (Python, Python 3, Python Tutorial)
Jason Cannon - 2014
There can be so much information available that you can't even decide where to start. Or worse, you start down the path of learning and quickly discover too many concepts, commands, and nuances that aren't explained. This kind of experience is frustrating and leaves you with more questions than answers.Python Programming for Beginners doesn't make any assumptions about your background or knowledge of Python or computer programming. You need no prior knowledge to benefit from this book. You will be guided step by step using a logical and systematic approach. As new concepts, commands, or jargon are encountered they are explained in plain language, making it easy for anyone to understand. Here is what you will learn by reading Python Programming for Beginners:
When to use Python 2 and when to use Python 3.
How to install Python on Windows, Mac, and Linux. Screenshots included.
How to prepare your computer for programming in Python.
The various ways to run a Python program on Windows, Mac, and Linux.
Suggested text editors and integrated development environments to use when coding in Python.
How to work with various data types including strings, lists, tuples, dictionaries, booleans, and more.
What variables are and when to use them.
How to perform mathematical operations using Python.
How to capture input from a user.
Ways to control the flow of your programs.
The importance of white space in Python.
How to organize your Python programs -- Learn what goes where.
What modules are, when you should use them, and how to create your own.
How to define and use functions.
Important built-in Python functions that you'll use often.
How to read from and write to files.
The difference between binary and text files.
Various ways of getting help and find Python documentation.
Much more...
Every single code example in the book is available to download, providing you with all the Python code you need at your fingertips! Scroll up, click the Buy Now With 1 Click button and get started learning Python today!
Microsoft .NET - Architecting Applications for the Enterprise
Dino Esposito - 2014
But the principles and practices of software architecting–what the authors call the “science of hard decisions”–have been evolving for cloud, mobile, and other shifts. Now fully revised and updated, this book shares the knowledge and real-world perspectives that enable you to design for success–and deliver more successful solutions. In this fully updated Second Edition, you will: Learn how only a deep understanding of domain can lead to appropriate architecture Examine domain-driven design in both theory and implementation Shift your approach to code first, model later–including multilayer architecture Capture the benefits of prioritizing software maintainability See how readability, testability, and extensibility lead to code quality Take a user experience (UX) first approach, rather than designing for data Review patterns for organizing business logic Use event sourcing and CQRS together to model complex business domains more effectively Delve inside the persistence layer, including patterns and implementation.