Book picks similar to
Hands-On Predictive Analytics with Python: Master the complete predictive analytics process, from problem definition to model deployment by Álvaro Fuentes
computer-science
computer-science-machine-learning
computer-science-python
computing
Taboo Secrets of Pregnancy
Michelle Smith - 2010
Join this pregnant mom of two as she journeys yet again through the rough and tumble life of a pregger. Boldly proclaiming taboo truths on those touchy subjects that books gloss over and doctors 'forget' to mention.
VAN WARS: The real story of the Glasgow Ice Cream Wars
Teddy Rennoc - 2019
In Glasgow, in the 1980s neither the Police nor the Public could understand why grown men were fighting over the rights to sell ice cream, the violence was extreme, and the streets of the housing estates were turned into war zones. Crowds of youths gathered on the street corners, while adults hung from their flat windows watching real-life scenes far more exciting than anything they could see on TV the smashing of Ice cream vans and cars, slashings and stabbings of rival Ice cream men were a nightly occurrence. And the reason behind the violence was that you could earn more money selling Ice cream than you could from selling drugs. The lack of shops in the vast run-down housing estates with thousands of families who had money to spend was a captured market providing an excellent living for the Italian families who controlled the Ice cream trade in Glasgow. Tam McGraw was building a reputation as an up and coming gangster who led a team that specialised in post office, factory, and cash and carry raids throughout Scotland. Tam McGraw realised that he could earn a lot more money a much easier way than robbing post offices, he could sell Ice cream. But first Tam had to test the strength of the Italians and the reaction of the police. McGraw went for the jugular right from the start. He knew Marchetti would not give in easily, and they would try to defend their territory. So he started with Carntyne one of Marchetti's most lucrative routes. Marchetti Brothers were about to suffer brutality and destruction of a kind they could never have imagined in their wildest nightmares. McGraw planned to be the Ice Cream King of Scotland, and Carntyne is where he would lay the foundations of his throne. Nothing or no one would stand in his way. This is the real story of the Glasgow Ice Cream Van Wars. The shocking violence mixed with a decent portion of Glaswegian humour will keep you turning the pages until the end. Written in a broad Glaswegian dialect with a lot of swearing, the author writes as he speaks. This book might not be suitable for those who prefer perfect grammar and proper English. But if you can see past that then I am sure you will find it an enjoyable read. Teddy Rennoc.
Coleman's Laws: The Twelve Medical Truths You Must Know To Survive
Vernon Coleman - 2014
Here's how Dr Coleman describes this book: `However good your doctor is, and however much you may trust him or her, you must share the responsibility for your own health, and you must know when to tell your doctor if you think that the treatment with which he or she is providing you, could be causing problems. After all, if things go wrong, your nice friendly doctor is more likely to kill you than is a burglar a deranged relative or a drunken motorist. Remember: one in six people in hospital are there because they have been made ill by a doctor. I have built this book around ther twelve basic laws of medicine which I have, over the years, formulated for my own benefit as a doctor, an observer and a patient. I have illustrated each of the 12 laws with clinical anecdotes and scientific data.' Here, for example, is Coleman's First Law of Medicine: `If you are receiving treatment for an existing disease and you develop new symptoms then, until proved otherwise, you should assume that the new symptoms are caused by the treatment you are receiving.' Dr Vernon Coleman is the author of over 100 books - many of them international bestsellers. His books have sold over two million copies in hardback and paperback in the UK alone and have been translated into 25 languages. Dr Coleman has written columns and articles for many of the world's leading newspapers and magazines and has presented numerous TV and radio programmes based on his books. In the mid 1980s he devised the world's first medical software for use on home computers. For more information about Dr Coleman's books please see the Vernon Coleman page on Amazon or visit www.vernoncoleman.com What the papers say: Vernon Coleman writes brilliant books - Good Book Guide The calmest voice of reason - The Observer A godsend - Daily Telegraph Brilliant - The People No thinking person can ignore him - The Ecologist Marvellously succinct, refreshingly sensible - The Spectator Probably one of the most brilliant men alive today - Irish Times King of the media docs - The Independent Britain's leading health care campaigner - The Sun Britain's leading medical author - The Star Perhaps the best known health writer for the general public in the world today - The Therapist The patient's champion - Birmingham Post A persuasive writer whose arguments, based on research and experience, are sound - Nursing Standard The doctor who dares to speak his mind - Oxford Mail He writes lucidly and wittily - Good Housekeeping The man is a national treasure - What doctors don't tell you Compulsive reading - The Guardian His message is important - The Economist Revered guru of medicine - Nursing Times His advice is optimistic and enthusiastic - British Medical Journal It's impossible not to be impressed - Western Daily Press Outspoken and alert - Sunday Express Hard hitting - inimitably forthright - Hull Daily Mail Refreshingly forthright - Liverpool Daily Post Dr Coleman made me think again - BBC World Service
Introduction to Kettlebells: A Minimalist's Guide to Blasting Fat and Boosting Muscle
Pat Flynn - 2019
You simply move more deeply into them. For anyone - the kettlebell novice to the 15-year veteran - this short (read: just 30 page) ebook provides the perfect foundation or refresher of the fundamental kettlebell techniques, including the kettlebell swing, goblet squat, snatch, Turkish get up, clean, and military press. Each movement has detailed instructions plus step-by-step photos to help the reader understand the movements as well as safely and effectively execute them. After we discuss the hows of each of the basic movements, we move into applying what we've learned with a simple, straightforward kettlebell program for strength, muscle, mobility, conditioning, and (for those who want it) weight loss. This 7-day program can be run through just once as a refresher or for up to six weeks as a standalone program. This book includes: *The following kettlebell exercises: Kettlebell swing, goblet squat, snatch, Turkish get up, clean, and military press. *Each kettlebell exercise features a detailed description of the movement, step-by-step photos and key points. *A straightforward and simple 7-day program (repeatable for up to 6 weeks) to help the novice acclimate to kettlebell training or for the kettlebell veteran hone their technique and skills.
CompTIA A+ Certification All-In-One Exam Guide, Exams 220-701 & 220-702
Mike Meyers - 2010
Written by the leading authority on CompTIA A+ certification and training, this expert guide covers CompTIA A+ exams 220-701 and 220-702. You'll find learning objectives at the beginning of each chapter, exam tips, practice exam questions, in-depth explanations, and more than 1,000 photographs and illustrations. Designed to help you pass the CompTIA A+ exams with ease, this definitive volume also serves as an essential on-the-job IT reference. Covers all exam objectives, including how to: Work with CPUs, RAM, motherboards, power supplies, and other PC components Install, partition, and format hard drives Install, upgrade, and troubleshoot WIndows 2000, Windows XP, and Windows Vista Troubleshoot PCs and implement security measures Install video and multimedia cards Work with portable PCs, PDAs, smartphones, and wireless technologies Manage printers and connect to networks and the Internet Understand safety and environmental issues Establish good communication skills and adhere to privacy policiesThe CD-ROM features: Practice exams for 701 & 702 600+ chapter review questions New video introduction to CompTIA A+ One-hour video training segment Mike's favorite PC tools and utilities Searchable e-bookMike Meyers, CompTIA A+, CompTIA Network+, MCP, is the industry's leading authority on CompTIA A+ certification and training. He is the president and founder of Total Seminars, LLC, a major provider of PC and network repair seminars for thousands of organizations throughout the world, and a member of CompTIA.
Machine Learning
Tom M. Mitchell - 1986
Mitchell covers the field of machine learning, the study of algorithms that allow computer programs to automatically improve through experience and that automatically infer general laws from specific data.
Laravel: Code Bright
Dayle Rees - 2013
At $29 and cheaper than a good pizza, you will get the book in its current partial form, along with all future chapters, updates, and fixes for free. As of the day I wrote this description, Code Bright had 130 pages and was just getting started. To give you some perspective on how detailed it is, Code Happy was 127 pages in its complete state. Want to know more? Carry on reading.Welcome back to Laravel. Last year I wrote a book about the Laravel PHP framework. It started as a collection of tutorials on my blog, and eventually became a full book. I definitely didn’t expect it to be as popular as it was. Code Happy has sold almost 3000 copies, and is considered to be one of the most valuable resourcesfor learning the Laravel framework.Code Bright is the spiritual successor to Code Happy. The framework has grown a lot in the past year, and has changed enough to merit a new title. With Code Bright I hope to improve on Code Happy with every way, my goal is, to once again, build the most comprehensive learning experience for the framework. Oh, and to still be funny. That’s very important to me.Laravel Code Bright will contain a complete learning experience for all of the framework’s features. The style of writing will make it approachable for beginners, and a wonderful reference resource for experienced developers alike.You see, people have told me that they enjoyed reading Code Happy, not only for its educational content, but for its humour, and for my down to earth writing style. This is very important to me. I like to write my books as if we were having a conversation in a bar.When I wrote Code Happy last year, I was simply a framework enthusiast. One of the first to share information about the framework. However, since then I have become a committed member of the core development team. Working directly with the framework author to make Laravel a wonderful experience for the developers of the world.One other important feature of both books, is that they are published while in progress. This means that the book is available in an incomplete state, but will grow over time into a complete title. All future updates will be provided for free.What this means is that I don’t have to worry about deadlines, or a fixed point of completion. It leads to less stress and better writing. If I think of a better way to explain something, I can go back and change it. In a sense, the book will never be completed. I can constantly add more information to it, until it becomes the perfect resource.Given that this time I am using the majority of my spare time to write the title (yes, I have a full time job too!), I have raised the price a little to justify my invested time. I was told by many of my past readers that they found the previous title very cheap for the resource that it grew into, so if you are worried about the new price, then let me remind you what you will get for your 29 bucks.The successor to Code Happy, seen by many as the #1 learning resource for the Laravel PHP framework.An unending source of information, chapters will be constantly added as needed until the book becomes a giant vault of framework knowledge.Comedy, and a little cheesy, but very friendly writing.
Game Changer: AlphaZero's Groundbreaking Chess Strategies and the Promise of AI
Matthew Sadler - 2019
The artificial intelligence system, created by DeepMind, had been fed nothing but the rules of the Royal Game when it beat the world’s strongest chess engine in a prolonged match. The selection of ten games published in December 2017 created a worldwide sensation: how was it possible to play in such a brilliant and risky style and not lose a single game against an opponent of superhuman strength?For Game Changer, Matthew Sadler and Natasha Regan investigated more than two thousand previously unpublished games by AlphaZero. They also had unparalleled access to its team of developers and were offered a unique look ‘under the bonnet’ to grasp the depth and breadth of AlphaZero’s search. Sadler and Regan reveal its thinking process and tell the story of the human motivation and the techniques that created AlphaZero.Game Changer also presents a collection of lucidly explained chess games of astonishing quality. Both professionals and club players will improve their game by studying AlphaZero’s stunning discoveries in every field that matters: opening preparation, piece mobility, initiative, attacking techniques, long-term sacrifices and much more.The story of AlphaZero has a wider impact. Game Changer offers intriguing insights into the opportunities and horizons of Artificial Intelligence. Not just in solving games, but in providing solutions for a wide variety of challenges in society.With a foreword by former World Chess Champion Garry Kasparov and an introduction by DeepMind CEO Demis Hassabis.Matthew Sadler (1974) is a Grandmaster who twice won the British Championship and was awarded an individual Gold Medal at the 1996 Olympiad. He has authored several highly acclaimed books on chess and has been writing the famous ‘Sadler on Books’ column for New In Chess magazine for many years. Natasha Regan is a Women’s International Master from England who achieved a degree in mathematics from Cambridge University. Matthew Sadler and Natasha Regan won the English Chess Federation 2016 Book of the Award for their book Chess for Life.
Machine Learning: An Algorithmic Perspective
Stephen Marsland - 2009
The field is ready for a text that not only demonstrates how to use the algorithms that make up machine learning methods, but also provides the background needed to understand how and why these algorithms work. Machine Learning: An Algorithmic Perspective is that text.Theory Backed up by Practical ExamplesThe book covers neural networks, graphical models, reinforcement learning, evolutionary algorithms, dimensionality reduction methods, and the important area of optimization. It treads the fine line between adequate academic rigor and overwhelming students with equations and mathematical concepts. The author addresses the topics in a practical way while providing complete information and references where other expositions can be found. He includes examples based on widely available datasets and practical and theoretical problems to test understanding and application of the material. The book describes algorithms with code examples backed up by a website that provides working implementations in Python. The author uses data from a variety of applications to demonstrate the methods and includes practical problems for students to solve.Highlights a Range of Disciplines and ApplicationsDrawing from computer science, statistics, mathematics, and engineering, the multidisciplinary nature of machine learning is underscored by its applicability to areas ranging from finance to biology and medicine to physics and chemistry. Written in an easily accessible style, this book bridges the gaps between disciplines, providing the ideal blend of theory and practical, applicable knowledge."
Core Memory: A Visual Survey of Vintage Computers
John Alderman - 2007
Vivid photos capture these historically important machinesincluding the Eniac, Crays 13, Apple I and IIwhile authoritative text profiles each, telling the stories of their innovations and peculiarities. Thirty-five machines are profiled in over 100 extraordinary color photographs, making Core Memory a surprising addition to the library of photography collectors and the ultimate geek-chic gift.
A Deal With the Devil: Discovering Chris Watts: - Part Two - The Facts
Netta Newbound - 2020
Welcome to Islam: A Step-by-Step Guide for New Muslims
Mustafa Umar - 2012
'Welcome to Islam' is a step-by-step guide to help people who have just accepted Islam. It teaches them the absolute basics of Islam that they should learn within their first month of being a Muslim. This work is not another introductory book on Islam but rather a step-by-step instruction manual that allows you to start practicing what you learn immediately. It also contains valuable advice on some common challenges that new Muslims often face.
Artificial Unintelligence: How Computers Misunderstand the World
Meredith Broussard - 2018
We are so eager to do everything digitally--hiring, driving, paying bills, even choosing romantic partners--that we have stopped demanding that our technology actually work. Broussard, a software developer and journalist, reminds us that there are fundamental limits to what we can (and should) do with technology. With this book, she offers a guide to understanding the inner workings and outer limits of technology--and issues a warning that we should never assume that computers always get things right.Making a case against technochauvinism--the belief that technology is always the solution--Broussard argues that it's just not true that social problems would inevitably retreat before a digitally enabled Utopia. To prove her point, she undertakes a series of adventures in computer programming. She goes for an alarming ride in a driverless car, concluding "the cyborg future is not coming any time soon"; uses artificial intelligence to investigate why students can't pass standardized tests; deploys machine learning to predict which passengers survived the Titanic disaster; and attempts to repair the U.S. campaign finance system by building AI software. If we understand the limits of what we can do with technology, Broussard tells us, we can make better choices about what we should do with it to make the world better for everyone.
The Deep Learning Revolution
Terrence J. Sejnowski - 2018
Deep learning networks can play poker better than professional poker players and defeat a world champion at Go. In this book, Terry Sejnowski explains how deep learning went from being an arcane academic field to a disruptive technology in the information economy.Sejnowski played an important role in the founding of deep learning, as one of a small group of researchers in the 1980s who challenged the prevailing logic-and-symbol based version of AI. The new version of AI Sejnowski and others developed, which became deep learning, is fueled instead by data. Deep networks learn from data in the same way that babies experience the world, starting with fresh eyes and gradually acquiring the skills needed to navigate novel environments. Learning algorithms extract information from raw data; information can be used to create knowledge; knowledge underlies understanding; understanding leads to wisdom. Someday a driverless car will know the road better than you do and drive with more skill; a deep learning network will diagnose your illness; a personal cognitive assistant will augment your puny human brain. It took nature many millions of years to evolve human intelligence; AI is on a trajectory measured in decades. Sejnowski prepares us for a deep learning future.
Information Theory, Inference and Learning Algorithms
David J.C. MacKay - 2002
These topics lie at the heart of many exciting areas of contemporary science and engineering - communication, signal processing, data mining, machine learning, pattern recognition, computational neuroscience, bioinformatics, and cryptography. This textbook introduces theory in tandem with applications. Information theory is taught alongside practical communication systems, such as arithmetic coding for data compression and sparse-graph codes for error-correction. A toolbox of inference techniques, including message-passing algorithms, Monte Carlo methods, and variational approximations, are developed alongside applications of these tools to clustering, convolutional codes, independent component analysis, and neural networks. The final part of the book describes the state of the art in error-correcting codes, including low-density parity-check codes, turbo codes, and digital fountain codes -- the twenty-first century standards for satellite communications, disk drives, and data broadcast. Richly illustrated, filled with worked examples and over 400 exercises, some with detailed solutions, David MacKay's groundbreaking book is ideal for self-learning and for undergraduate or graduate courses. Interludes on crosswords, evolution, and sex provide entertainment along the way. In sum, this is a textbook on information, communication, and coding for a new generation of students, and an unparalleled entry point into these subjects for professionals in areas as diverse as computational biology, financial engineering, and machine learning.