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Intelligent Projects Using Python: 9 real-world AI projects leveraging machine learning and deep learning with TensorFlow and Keras by Santanu Pattanayak
computer-science-python
computers
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Elementary Statistics: A Step by Step Approach
Allan G. Bluman - 1992
The book is non-theoretical, explaining concepts intuitively and teaching problem solving through worked examples and step-by-step instructions. This edition places more emphasis on conceptual understanding and understanding results. This edition also features increased emphasis on Excel, MINITAB, and the TI-83 Plus and TI 84-Plus graphing calculators, computing technologies commonly used in such courses.
Gutenberg the Geek
Jeff Jarvis - 2012
Jeff Jarvis tells Gutenberg's story from an entrepreneurial perspective, examining how he overcame technology hurdles, how he operated with the secrecy of a Steve Jobs but then shifted to openness, how he raised capital and mitigated risk, and how, in the end, his cash flow and equity structure did him in. This is also the inspiring story of a great disruptor. That is what makes Gutenberg the patron saint of entrepreneurs.
Head First Programming: A Learner's Guide to Programming Using the Python Language
Paul Barry - 2008
This book offers concrete examples and exercises in the dynamic and versatile Python language to demonstrate and reinforce these concepts. Learn the basic tools to start writing the programs that interest you, and get a better understanding of what software can (and cannot) do. When you're finished, you'll have the necessary foundation to learn any programming language or tackle any software project you choose. With a focus on programming concepts, this book teaches you how to:Understand the core features of all programming languages, including: variables, statements, decisions, loops, expressions, and operatorsReuse code with functionsUse library code to save time and effortSelect the best data structure to manage complex dataWrite programs that talk to the WebShare your data with other programsWrite programs that test themselves and help you avoid embarrassing coding errors.Contents Intro xxiii1 Starting to Code: Finding Your Way2 Textual Data: Every String Has Its Place3 Functions: Let’s Get Organized4 Data Files and Arrays: Sort It Out5 Hashes and Databases: Putting Data in Its Place6 Modular Programming: Keeping Things Straight7 Building a Graphical User Interface: Going All Gooey8 GUIs and Data: Data Entry Widgets8 1/2 Exceptions and Message Boxes: Get the Message? 9 Graphical Interface Elements: Selecting the Right Tool10 Custom Widgets and Classes: With an Object in MindAppendix i Leftovers: The Top Ten Things (We Didn’t Cover)
Bandit Algorithms for Website Optimization
John Myles White - 2012
Author John Myles White shows you how this powerful class of algorithms can help you boost website traffic, convert visitors to customers, and increase many other measures of success.This is the first developer-focused book on bandit algorithms, which were previously described only in research papers. You’ll quickly learn the benefits of several simple algorithms—including the epsilon-Greedy, Softmax, and Upper Confidence Bound (UCB) algorithms—by working through code examples written in Python, which you can easily adapt for deployment on your own website.Learn the basics of A/B testing—and recognize when it’s better to use bandit algorithmsDevelop a unit testing framework for debugging bandit algorithmsGet additional code examples written in Julia, Ruby, and JavaScript with supplemental online materials
Starting a Successful Blog when you have NO CLUE! - 7 Steps to WordPress Bliss... (A SassyZenGirl Guide Book 1)
Gundi Gabrielle - 2015
Building a Foundation for Success While some guides promise to get you started with a blog in under an hour - or even 5 minutes - the reality is quite different. Like with anything new there is a small learning curve and the occasional frustration. Sure, you can rush through it and quickly set something up - without any design or features. But that’s probably not a good success strategy. This book is not about starting a “quickie” blog, but about building a solid foundation for long term success. This includes advice from some of the most successful bloggers in the world, like the guys behind ProBlogger, CopyBlogger, Moz and BoostBlogTraffic who have generated a combined income of more than 50 Million Dollars through their blogs. A well-thought-out Strategy will get you there a lot faster Starting a successful blog is not just about learning the technical aspects. That is only the beginning - and even there your choices can make or break you, right from the start. We will cover the different aspects you need to consider for each of the 7 Steps described in this book, including choosing a marketable domain name, a good hosting company, mailing list services - and monetizing strategies. You will find that - with a few pointers - starting a successful blog is - by far - not as complicated as you might think. Though it will take more than just an hour…;-) Thanks to an amazing software called WordPress, it has become very easy to start and manage a blog without paying expensive designers or learning complex “code”. If you are comfy with MS Word, this will be a breeze… More importantly, it will soon become fun to design your own site and update it yourself. You might even help others to start their blog…. This book follows a proven 7-Step formula with numerous screenshots to illustrate each step. It will give you the tools to get started with your new blog in easy-to-understand language and provide you with a massive resource chapter for further training. Here is what you will learn: Step #1: Web Software - What is WordPress and why do most successful bloggers use it? Step #2: Hosting - Finding a good home base for your blog Step #3: Creating your Brand - Choosing and registering your domain name Step #4: WordPress Set up: - A f
Great Formulas Explained - Physics, Mathematics, Economics
Metin Bektas - 2013
Each formula is explained gently and in great detail, including a discussion of all the quanitites involved and examples that will make clear how and where to apply it. On top of that, there are plenty of illustrations that support the explanations and make the reading experience even more vivid.The book covers a wide range of diverse topics: acoustics, explosions, hurricanes, pipe flow, car traffic, gravity, satellites, roller coasters, flight, conservation laws, trigonometry, equations, inflation, loans, and many more. From the author of "Statistical Snacks" and "Business Math Basics - Practical and Simple".
Python: The Complete Reference
Martin C. Brown - 2001
This text is split into distinct sections, each concentrating on a core angle of the language. The book also contains sections for Web and application development, the two most popular uses for Python. It is designed to teach a programmer how to use Python by explaining the mechanics of Python. The appendixes offer a quick guide to the main features of the Python language, as well as additional guides to non-essential systems such as the IDLE development environment and general guidelines for migrating from another language.
Python 3 Object Oriented Programming
Dusty Phillips - 2010
Many examples are taken from real-world projects. The book focuses on high-level design as well as the gritty details of the Python syntax. The provided exercises inspire the reader to think about his or her own code, rather than providing solved problems. If you're new to Object Oriented Programming techniques, or if you have basic Python skills and wish to learn in depth how and when to correctly apply Object Oriented Programming in Python, this is the book for you. If you are an object-oriented programmer for other languages, you too will find this book a useful introduction to Python, as it uses terminology you are already familiar with. Python 2 programmers seeking a leg up in the new world of Python 3 will also find the book beneficial, and you need not necessarily know Python 2.
Watercolor Painting: A Comprehensive Approach to Mastering the Medium
Tom Hoffmann - 1979
However, the very features that define the beauty of the medium can make it difficult to master. This complete guide to understanding the relationships between color, value, wetness, and composition unravels the mysteries of watercolor to help your practice evolve. Experienced teacher and acclaimed artist Tom Hoffmann offers a unique, inquiry-based approach that shows you how to translate any subject into the language of watercolor. With Hoffmann as your guide, you’ll learn the key questions to ask yourself at every turn and time-tested methods to help you reach solutions. Hoffmann’s thorough explanations and step-by-step demonstrations delineate the process of composing a painting in watercolor, while art from more than thirty-five past and present masters, including John Singer Sargent, Ogden Pleissner, George Post, Emil Kosa, Jr., Mary Whyte, Trevor Chamberlain, Lars Lerin, Torgeir Schjølberg, Piet Lap, Leslie Frontz, and Alvaro Castagnet serve to illustrate and inspire. Whether you’re a serious beginner or a seasoned practitioner, this book will guide you toward the all-important balance between restraint and risk-taking that every watercolorist seeks.
Dwelling: Simple Ways to Nourish Your Home, Body, and Soul
Melissa Michaels - 2019
Each has the potential to inspire the other to be its very best! Your home is where your life happens. Learn how to create a sanctuary that inspires your well-being, so you can experience a greater sense of peace, comfort, and belonging.Your body, including your mind and soul, needs daily nourishment to help you feel healthy and happy. You’ll discover simple ways to make self-care a priority in your home. Melissa Michaels wants to show you how meaningful it can be to live a life that nurtures both your home and body. By making a series of small, intentional choices—from what you bring into your home to how you shape your daily habits and mind-sets—you can create a more rejuvenating environment that equips you to go into the world and accomplish all you set out to do.Dwelling will help youlearn to better care for your home environment so it takes care of youmake decisions that simplify your lifecreate more peace in your dayinvest in relationships that make you feel positive, challenged, and supportedlean into faith for strength and renewalWhen you discover the connection between your home and body and the action steps you can take to improve both, you’ll be on your way to a more balanced and happy life!
Core Python Programming
Wesley J. Chun - 2000
It turns out that all the buzz is well earned. I think this is the best book currently available for learning Python. I would recommend Chun's book over Learning Python (O'Reilly), Programming Python (O'Reilly), or The Quick Python Book (Manning)." --David Mertz, Ph.D., IBM DeveloperWorks(R) "I have been doing a lot of research [on] Python for the past year and have seen a number of positive reviews of your book. The sentiment expressed confirms the opinion that Core Python Programming is now considered the standard introductory text." --Richard Ozaki, Lockheed Martin "Finally, a book good enough to be both a textbook and a reference on the Python language now exists." --Michael Baxter, Linux Journal "Very well written. It is the clearest, friendliest book I have come across yet for explaining Python, and putting it in a wider context. It does not presume a large amount of other experience. It does go into some important Python topics carefully and in depth. Unlike too many beginner books, it never condescends or tortures the reader with childish hide-and-seek prose games. [It] sticks to gaining a solid grasp of Python syntax and structure." --http: //python.org bookstore Web site "[If ] I could only own one Python book, it would be Core Python Programming by Wesley Chun. This book manages to cover more topics in more depth than Learning Python but includes it all in one book that also more than adequately covers the core language. [If] you are in the market for just one book about Python, I recommend this book. You will enjoy reading it, including its wry programmer's wit. More importantly, you will learn Python. Even more importantly, you will find it invaluable in helping you in your day-to-day Python programming life. Well done, Mr. Chun!" --Ron Stephens, Python Learning Foundation "I think the best language for beginners is Python, without a doubt. My favorite book is Core Python Programming." --s003apr, MP3Car.com Forums "Personally, I really like Python. It's simple to learn, completely intuitive, amazingly flexible, and pretty darned fast. Python has only just started to claim mindshare in the Windows world, but look for it to start gaining lots of support as people discover it. To learn Python, I'd start with Core Python Programming by Wesley Chun." --Bill Boswell, MCSE, Microsoft Certified Professional Magazine Online "If you learn well from books, I suggest Core Python Programming. It is by far the best I've found. I'm a Python newbie as well and in three months time I've been able to implement Python in projects at work (automating MSOffice, SQL DB stuff, etc.)." --ptonman, Dev Shed Forums "Python is simply a beautiful language. It's easy to learn, it's cross-platform, and it works. It has achieved many of the technical goals that Java strives for. A one-sentence description of Python would be: 'All other languages appear to have evolved over time--but Python was designed.' And it was designed well. Unfortunately, there aren't a large number of books for Python. The best one I've run across so far is Core Python Programming." --Chris Timmons, C. R. Timmons Consulting "If you like the Prentice Hall Core series, another good full-blown treatment to consider would be Core Python Programming. It addresses in elaborate concrete detail many practical topics that get little, if any, coverage in other books." --Mitchell L Model, MLM Consulting "Core Python Programming is an amazingly easy read! The liberal use of examples helps clarify some of the more subtle points of the language. And the comparisons to languages with which I'm already familiar (C/C++/Java) get you programming in record speed." --Michael Santos, Ph.D., Green Hills Software The Complete Developer's Guide to Python New to Python? The definitive guide to Python development for experienced programmersCovers core language features thoroughly, including those found in the latest Python releases--learn more than just the syntax!Learn advanced topics such as regular expressions, networking, multithreading, GUI, Web/CGI, and Python extensionsIncludes brand-new material on databases, Internet clients, Java/Jython, and Microsoft Office, plus Python 2.6 and 3Presents hundreds of code snippets, interactive examples, and practical exercises to strengthen your Python skills Python is an agile, robust, expressive, fully object-oriented, extensible, and scalable programming language. It combines the power of compiled languages with the simplicity and rapid development of scripting languages. In Core Python Programming, Second Edition , leading Python developer and trainer Wesley Chun helps you learn Python quickly and comprehensively so that you can immediately succeed with any Python project. Using practical code examples, Chun introduces all the fundamentals of Python programming: syntax, objects and memory management, data types, operators, files and I/O, functions, generators, error handling and exceptions, loops, iterators, functional programming, object-oriented programming and more. After you learn the core fundamentals of Python, he shows you what you can do with your new skills, delving into advanced topics, such as regular expressions, networking programming with sockets, multithreading, GUI development, Web/CGI programming and extending Python in C. This edition reflects major enhancements in the Python 2.x series, including 2.6 and tips for migrating to 3. It contains new chapters on database and Internet client programming, plus coverage of many new topics, including new-style classes, Java and Jython, Microsoft Office (Win32 COM Client) programming, and much more. Learn professional Python style, best practices, and good programming habitsGain a deep understanding of Python's objects and memory model as well as its OOP features, including those found in Python's new-style classesBuild more effective Web, CGI, Internet, and network and other client/server applicationsLearn how to develop your own GUI applications using Tkinter and other toolkits available for PythonImprove the performance of your Python applications by writing extensions in C and other languages, or enhance I/O-bound applications by using multithreadingLearn about Python's database API and how to use a variety of database systems with Python, including MySQL, Postgres, and SQLiteFeatures appendices on Python 2.6 & 3, including tips on migrating to the next generation! Core Python Programming delivers Systematic, expert coverage of Python's core featuresPowerful insights for developing complex applicationsEasy-to-use tables and charts detailing Python modules, operators, functions, and methodsDozens of professional-quality code examples, from quick snippets to full-fledged applications
Effective Python: 59 Specific Ways to Write Better Python
Brett Slatkin - 2015
This makes the book random-access: Items are easy to browse and study in whatever order the reader needs. I will be recommending "Effective Python" to students as an admirably compact source of mainstream advice on a very broad range of topics for the intermediate Python programmer. " Brandon Rhodes, software engineer at Dropbox and chair of PyCon 2016-2017" It s easy to start coding with Python, which is why the language is so popular. However, Python s unique strengths, charms, and expressiveness can be hard to grasp, and there are hidden pitfalls that can easily trip you up. " Effective Python " will help you master a truly Pythonic approach to programming, harnessing Python s full power to write exceptionally robust and well-performing code. Using the concise, scenario-driven style pioneered in Scott Meyers best-selling "Effective C++, " Brett Slatkin brings together 59 Python best practices, tips, and shortcuts, and explains them with realistic code examples. Drawing on years of experience building Python infrastructure at Google, Slatkin uncovers little-known quirks and idioms that powerfully impact code behavior and performance. You ll learn the best way to accomplish key tasks, so you can write code that s easier to understand, maintain, and improve. Key features includeActionable guidelines for all major areas of Python 3.x and 2.x development, with detailed explanations and examples Best practices for writing functions that clarify intention, promote reuse, and avoid bugs Coverage of how to accurately express behaviors with classes and objects Guidance on how to avoid pitfalls with metaclasses and dynamic attributes More efficient approaches to concurrency and parallelism Better techniques and idioms for using Python s built-in modules Tools and best practices for collaborative development Solutions for debugging, testing, and optimization in order to improve quality and performance "
Exam Ref 70-480: Programming in HTML5 with JavaScript and CSS3
Rick Delorme - 2013
Designed for experienced developers ready to advance their status, Exam Ref focuses on the critical-thinking and decision-making acumen needed for success at the Microsoft Specialist level.Focus on the expertise measured by these objectives:Implement and manipulate document structures and objectsImplement program flowAccess and secure dataUse CSS3 in applicationsThis Microsoft Exam Ref:Organizes its coverage by exam objectives.Features strategic, what-if scenarios to challenge you.Includes a 15% exam discount from Microsoft. (Limited time offer)
Fluent Python: Clear, Concise, and Effective Programming
Luciano Ramalho - 2015
With this hands-on guide, you'll learn how to write effective, idiomatic Python code by leveraging its best and possibly most neglected features. Author Luciano Ramalho takes you through Python's core language features and libraries, and shows you how to make your code shorter, faster, and more readable at the same time.Many experienced programmers try to bend Python to fit patterns they learned from other languages, and never discover Python features outside of their experience. With this book, those Python programmers will thoroughly learn how to become proficient in Python 3.This book covers:Python data model: understand how special methods are the key to the consistent behavior of objectsData structures: take full advantage of built-in types, and understand the text vs bytes duality in the Unicode ageFunctions as objects: view Python functions as first-class objects, and understand how this affects popular design patternsObject-oriented idioms: build classes by learning about references, mutability, interfaces, operator overloading, and multiple inheritanceControl flow: leverage context managers, generators, coroutines, and concurrency with the concurrent.futures and asyncio packagesMetaprogramming: understand how properties, attribute descriptors, class decorators, and metaclasses work"
Eat Q: Unlock the Weight-Loss Power of Emotional Intelligence
Susan Albers - 2012
presents a groundbreaking three-step program for conquering emotional eating—a practical, prescriptive, proactive approach using Emotional Intelligence that will help you slim down, eat healthfully and mindfully, and keep the pounds off.Introduced by the author of the bestselling The Hormone Cure, Sara Gottfried MD, Eat.Q. goes beyond traditional diet books to explore the link between emotions and eating, revealing how, when you increase your Emotional Intelligence, you naturally increase your ability to successfully manage your weight. Explaining the link between a high Eat.Q. and a good relationship with food, clinical psychologist Dr. Albers guides you through the most common emotional barriers to healthy and mindful eating, and offers 25 tools and techniques you can use to tailor the plan to your individual needs.Grounded in dozens of clinical studies that associate a low Emotional Intelligence with poor eating habits—including eating past fullness, eating when your angry or bored, and overeating favorite foods—Eat.Q. offers hope and help that works for anyone, no matter how many times they've tried to manage emotional eating in the past.