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.

React: Up and Running


Stoyan Stefanov - 2015
    With "React: Up and Running" you'll learn how to get off the ground with React, with no prior knowledge.This book teaches you how to build components, the building blocks of your apps, as well as how to organize the components into large-scale apps. In addition, you ll learn about unit testing and optimizing performance, while focusing on the application s data (and letting the UI take care of itself)."

Learning PHP and MySQL


Michele E. Davis - 2006
    When working hand-in-hand, they serve as the standard for the rapid development of dynamic, database-driven websites. This combination is so popular, in fact, that it's attracting manyprogramming newbies who come from a web or graphic design background and whose first language is HTML. If you fall into this ever-expanding category, then this book is for you."Learning PHP and MySQL" starts with the very basics of the PHP language, including strings and arrays, pattern matching and a detailed discussion of the variances in different PHP versions. Next, it explains how to work with MySQL, covering information on SQL data access for language and data fundamentals like tables and statements.Finally, after it's sure that you've mastered these separate concepts, the book shows you how to put them together to generate dynamic content. In the process, you'll also learn about error handling, security, HTTP authentication, and more.If you're a hobbyist who is intimidated by thick, complex computer books, then this guide definitely belongs on your shelf. "Learning PHP and MySQL" explains everything--from basic concepts to the nuts and bolts of performing specific tasks--in plain English.Part of O'Reilly's bestselling Learning series, the book is an easy-to-use resource designed specifically for newcomers. It's also a launching pad for future learning, providing you with a solid foundation for more advanced development.

Let Over Lambda


Doug Hoyte - 2008
    Starting with the fundamentals, it describes the most advanced features of the most advanced language: Common Lisp. Only the top percentile of programmers use lisp and if you can understand this book you are in the top percentile of lisp programmers. If you are looking for a dry coding manual that re-hashes common-sense techniques in whatever langue du jour, this book is not for you. This book is about pushing the boundaries of what we know about programming. While this book teaches useful skills that can help solve your programming problems today and now, it has also been designed to be entertaining and inspiring. If you have ever wondered what lisp or even programming itself is really about, this is the book you have been looking for.

Grokking Algorithms An Illustrated Guide For Programmers and Other Curious People


Aditya Y. Bhargava - 2015
    The algorithms you'll use most often as a programmer have already been discovered, tested, and proven. If you want to take a hard pass on Knuth's brilliant but impenetrable theories and the dense multi-page proofs you'll find in most textbooks, this is the book for you. This fully-illustrated and engaging guide makes it easy for you to learn how to use algorithms effectively in your own programs.Grokking Algorithms is a disarming take on a core computer science topic. In it, you'll learn how to apply common algorithms to the practical problems you face in day-to-day life as a programmer. You'll start with problems like sorting and searching. As you build up your skills in thinking algorithmically, you'll tackle more complex concerns such as data compression or artificial intelligence. Whether you're writing business software, video games, mobile apps, or system utilities, you'll learn algorithmic techniques for solving problems that you thought were out of your grasp. For example, you'll be able to:Write a spell checker using graph algorithmsUnderstand how data compression works using Huffman codingIdentify problems that take too long to solve with naive algorithms, and attack them with algorithms that give you an approximate answer insteadEach carefully-presented example includes helpful diagrams and fully-annotated code samples in Python. By the end of this book, you will know some of the most widely applicable algorithms as well as how and when to use them.

Linked: How Everything Is Connected to Everything Else and What It Means for Business, Science, and Everyday Life


Albert-László Barabási - 2002
    Albert-László Barabási, the nation’s foremost expert in the new science of networks and author of Bursts, takes us on an intellectual adventure to prove that social networks, corporations, and living organisms are more similar than previously thought. Grasping a full understanding of network science will someday allow us to design blue-chip businesses, stop the outbreak of deadly diseases, and influence the exchange of ideas and information. Just as James Gleick and the Erdos–Rényi model brought the discovery of chaos theory to the general public, Linked tells the story of the true science of the future and of experiments in statistical mechanics on the internet, all vital parts of what would eventually be called the Barabási–Albert model.

Python: For Beginners: A Crash Course Guide To Learn Python in 1 Week (coding, programming, web-programming, programmer)


Timothy C. Needham - 2017
    It is very readable and the stress many beginners face about memorizing arcane syntax typically presented by other programming languages will not affect you at all. Conversely, you will be able to concentrate on learning concepts and paradigms of programming. This book shall introduce you to an easy way to learn Python in just 7 days and in this time, be able to complete your own projects! By reading the book and implementing what you learn herein, you will realize just why major institutions like NASA, Google, Mozilla, Yahoo, Dropbox, IBM, Facebook and many others prefer to use python in their core products, services and business processes. Let

Ivory Gleam


Priya Dolma Tamang - 2018
    A potpourri of musings assembled with a hint of practical spirituality, to be savoured passably as an oracle of hearts to the many answers, whose questions our minds are yet to comprehend. Ivory Gleam is split into three chapters of learning, longing and loving. Each chapter is a journey traversing a different road to the ultimate destination of self-reflection.

My Bloody Efforts: Life as a Rating in the Modern Royal Navy


Stephen Bridgman - 2012
    Daysearlier, while traversing the Straits of Sicily the crew had discovered a crack in one ofthe nuclear reactor pipes, requiring the immediate shutting down of the reactor toprevent a potential reactor accident, an operation never before conducted on a Britishsubmarine at sea.Th e previous six days had been a difficult time for the crew of the submarine. Initialindications of a nuclear reactor defect had quickly escalated into a full scale potential nuclearreactor accident at sea, requiring decisive action by the crew to make the reactor safe, toidentify the defect and attempt to repair the reactor, and then to surface the submarine andto sail her safely back to the nearest safe harbor using emergency propulsion machinerydesigned for very limited use. The resulting lack of electrical power resulted in the crewhaving to sacrifice lighting, air-conditioning, bathing facilities and even hot food until theirreturn to harbor, and to suffer in the excessively hot interior of the boat. Throughout,there remained the fear of exposure to deadly radiation and the uncertainty that the reactormight still be one step away from a major accident.For one man onboard, this episode formed the culmination of a 25 year navalengineering career almost fated for this moment. Charge Chief Stephen Bridgman,the senior nuclear propulsion technician, had needed all of his engineering knowledgeand experience in the identification and eventual repair of the submarine reactor,subsequently being awarded an MBE together with a colleague for his services to navalengineering for his actions.This book provides an insight into a remarkable naval career starting as a 16 year oldStoker on the final proper British aircraft carrier HMS Ark Royal in 1977, throughthe Falklands War, being selected for naval technician training and submarine service,submarine training, submarine patrols in the supposed post cold-war period, theKosovo conflict, progression through the ranks, submarine refi t and refueling throughto the nuclear reactor accident onboard HMS Tireless.While there are countless accounts of naval life during wartime, this book tells theunique story of life as a British naval rating in the modern era, starting from the lowestlevel at a time of decline for the Royal Navy in the late 1970s, and paralleling the majorpolitical and military events of the 1980s and 1990s.

Veronica's Bird: Thirty-five years inside as a female prison officer


Veronica Bird - 2018
    Life was a despairing time in the 1950s, as Veronica sought desperately to keep away from his cruelty. Astonishingly, to her and her mother, she won a scholarship to Ackworth Boarding School where she began to shine above her class-mates. A champion in all sports, Veronica at last found some happiness until her brother-in-law came into her life. It was as if she had stepped from the frying pan into the re: he took over control of her life removing her from the school she adored, two terms before she was due to take her GCEs, so he could put her to work as a cheap option on his market stall. Abused for many years by these two men, Veronica eventually ran away and applied to the Prison Service, knowing it was the only safe place she could trust. This is the astonishing, and true story of Veronica Bird who rose to become a Governor of Armley prison. Given a ‘basket case’ in another prison, contrary to all expectations, she turned it around within a year, to become an example for others to match. During her life inside, her ‘bird’, she met many Home Secretaries, was honoured by the Queen and was asked to help improve conditions in Russian Prisons. A deeply poignant story of eventual triumph against a staggeringly high series of setbacks, her story is filled with humour and compassion for those inside.

Life Can Be Cruel: The Story of a German P.O.W. in Russia


H.R.R. Furmanski - 2017
    Originally published in 1960, this compact book tells the true story of a German soldier: from his early childhood during the First World War, through to his harrowing experiences on the frontline during the Word War II, culminating in his capture by the Red Army on 20 December 1942…An astonishing first-hand account.

The Totally Awesome Book of Crazy Stories: Crazy But True Stories That Actually Happened!


Bill O'Neill - 2020
    

Mental Math: Tricks To Become A Human Calculator


Abhishek V.R. - 2017
    Just read this till the end You don’t have to buy this book. Just read this till end & you will learn something that will change the way you do math forever. Warning: I am revealing this secret only to the first set of readers who will buy this book & plan to put this secret back inside the book once I have enough sales. So read this until the very end while you still can.School taught you the wrong way to do mathThe way you were taught to do math, uses a lot of working memory. Working memory is the short term memory used to complete a mental task. You struggle because trying to do mental math the way you were taught in school, overloads your working memory. Let me show you what I mean with an example:Try to multiply the 73201 x 3. To do this you multiply the following:1 x 3 =0 x 3 =2 x 3 =3 x 3 =7 x 3 =This wasn’t hard, & it might have taken you just seconds to multiply the individual numbers. However, to get the final answer, you need to remember every single digit you calculated to put them back together. It takes effort to get the answer because you spend time trying to recall the numbers you already calculated. Math would be easier to do in your head if you didn’t have to remember so many numbers. Imagine when you tried to multiply 73201 x 3, if you could have come up with the answer, in the time it took you to multiply the individual numbers. Wouldn’t you have solved the problem faster than the time it would have taken you to punch in the numbers inside a calculator? Do the opposite of what you were taught in schoolThe secret of doing mental math is to calculate from left to right instead of from right to left. This is the opposite of what you were taught in school. This works so well because it frees your working memory almost completely. It is called the LR Method where LR stands for Left to Right.Lets try to do the earlier example where we multiplied 73201 x 3. This time multiply from left to right, so we get:7 x 3 = 213 x 3 = 93 x 2 = 60 x 3 = 03 x 1 = 3Notice that you started to call out the answer before you even finished the whole multiplication problem. You don’t have to remember a thing to recall & use later. So you end up doing math a lot faster. The Smart ChoiceYou could use what you learnt & apply it to solve math in the future. This might not be easy, because we just scratched the surface. I've already done the work for you. Why try to reinvent the wheel, when there is already a proven & tested system you can immediately apply. This book was first available in video format & has helped 10,000+ students from 132 countries. It is available at ofpad.com/mathcourse to enroll. This book was written to reach students who consume the information in text format. You can use the simple techniques in this book to do math faster than a calculator effortlessly in your head, even if you have no aptitude for math to begin with.Imagine waking up tomorrow being able to do lightning fast math in your head. Your family & friends will look at you like you are some kind of a genius. Since calculations are done in your head, you will acquire better mental habits in the process. So you will not just look like a genius. You will actually be one. Limited Time BonusWeekly training delivered through email for $97 is available for free as a bonus at the end of this book for the first set of readers. Once we have enough readers, this bonus will be charged $97. Why Price Is So LowThis book is priced at a ridiculous discount only to get our first set of readers. When we have enough readers the price will go up.

Hands-On Machine Learning with Scikit-Learn and TensorFlow


Aurélien Géron - 2017
    Now that machine learning is thriving, even programmers who know close to nothing about this technology can use simple, efficient tools to implement programs capable of learning from data. This practical book shows you how.By using concrete examples, minimal theory, and two production-ready Python frameworks—Scikit-Learn and TensorFlow—author Aurélien Géron helps you gain an intuitive understanding of the concepts and tools for building intelligent systems. You’ll learn how to use a range of techniques, starting with simple Linear Regression and progressing to Deep Neural Networks. If you have some programming experience and you’re ready to code a machine learning project, this guide is for you.This hands-on book shows you how to use:Scikit-Learn, an accessible framework that implements many algorithms efficiently and serves as a great machine learning entry pointTensorFlow, a more complex library for distributed numerical computation, ideal for training and running very large neural networksPractical code examples that you can apply without learning excessive machine learning theory or algorithm details

The Sciences of the Artificial


Herbert A. Simon - 1969
    There are updates throughout the book as well. These take into account important advances in cognitive psychology and the science of design while confirming and extending the book's basic thesis: that a physical symbol system has the necessary and sufficient means for intelligent action. The chapter "Economic Reality" has also been revised to reflect a change in emphasis in Simon's thinking about the respective roles of organizations and markets in economic systems."People sometimes ask me what they should read to find out about artificial intelligence. Herbert Simon's book The Sciences of the Artificial is always on the list I give them. Every page issues a challenge to conventional thinking, and the layman who digests it well will certainly understand what the field of artificial intelligence hopes to accomplish. I recommend it in the same spirit that I recommend Freud to people who ask about psychoanalysis, or Piaget to those who ask about child psychology: If you want to learn about a subject, start by reading its founding fathers." -- George A. Miller