This report provides a brief yet comprehensive introduction to Python for engineers, researchers, and data scientists who are already familiar with another programming language.Author Jake VanderPlas, an interdisciplinary research director at the University of Washington, explains Python’s essential syntax and semantics, built-in data types and structures, function definitions, control flow statements, and more, using Python 3 syntax.You’ll explore:- Python syntax basics and running Python codeBasic semantics of Python variables, objects, and operators- Built-in simple types and data structures- Control flow statements for executing code blocks conditionally- Methods for creating and using reusable functionsIterators, list comprehensions, and generators- String manipulation and regular expressions- Python’s standard library and third-party modules- Python’s core data science tools- Recommended resources to help you learn more

    How did Tata transform itself from a family-owned business to one of the most professionally managed enterprises in the world? How did it become a world leader in an array of unrelated businesses—from steel and automobile manufacturing to hotels and IT consulting? What exactly is the ‘Tata Way’, which has earned it so much admiration and respect?This brief history of the Tatas charts the contribution of every Tata chairman—from Jamsetji Tata, who set up the company in 1868, to Ratan Tata and Cyrus Mistry—and explores the values at the heart of the Tata Group, as well as the role played in its development by the philanthropic trusts that own two-thirds of the company.For anyone curious about this Indian company that has become a leading global player, this book is the perfect introduction.

    In The Master Algorithm, Pedro Domingos lifts the veil to give us a peek inside the learning machines that power Google, Amazon, and your smartphone. He assembles a blueprint for the future universal learner--the Master Algorithm--and discusses what it will mean for business, science, and society. If data-ism is today's philosophy, this book is its bible.

    

    Imperial Valley’s biggest crime is detailed through volumes of official records and interviews with witnesses, relatives and investigators.Serial killer Robert Eugene Pennington not only murdered Sayers, but was a suspect in killing Dorothy Minor-Hindman in Fresno and possibly fifteen other innocent victims from coast to coast including one victim attributed to the Boston Strangler.Extensive research provides the reader with details of Pennington’s life before and after his encounter with Brenda.

    He became a self-made millionaire before he was 25.But, life wasn't always this grand for him. He was the only person in his family earning an income. And, he came from an oppressed family that grew up in the slums. Regardless, the apps he published were downloaded by over 15 million people.His apps have been featured in many places, including Wired.com, NBC News, and CNN. Now he's sharing the story on how he did it, the crises he struggled with, and what his father taught him to be successful.App companies have paid him thousands of dollars for consultant work, and he has helped them increase their download numbers by over 1000%. One of those apps was downloaded by over 100,000 users in one day. And now he is revealing his marketing secrets for the first time in this book.Note: This book was written with non-technical people in mind. The book covers both life and entrepreneurial lessons, and not all of the book is about app development.

    Detailing the technical indicators and money management strategies that have worked best for him, T. Livingston breaks down what every savvy trader needs to profit in today’s stock market. Topics discussed include how to analyze the general market, which stocks to trade, when to buy, position sizing, profit targets, and selling rules. Swing Into It provides a variety of different examples so that the reader will be prepared for various market scenarios. Detailed sample trades are included so that the reader can see how Livingston thinks throughout each phase of his trades. If you’re looking to get started in swing trading or seeking to refine your trading system, Swing Into It belongs in your library.

    

    Today, that taboo is dead. The causal revolution, instigated by Judea Pearl and his colleagues, has cut through a century of confusion and established causality -- the study of cause and effect -- on a firm scientific basis. His work explains how we can know easy things, like whether it was rain or a sprinkler that made a sidewalk wet; and how to answer hard questions, like whether a drug cured an illness. Pearl's work enables us to know not just whether one thing causes another: it lets us explore the world that is and the worlds that could have been. It shows us the essence of human thought and key to artificial intelligence. Anyone who wants to understand either needs The Book of Why.

    Politicians and marketers present shoddy evidence for dubious claims all the time. But smart people make mistakes too, and when it comes to statistics, plenty of otherwise great scientists--yes, even those published in peer-reviewed journals--are doing statistics wrong."Statistics Done Wrong" comes to the rescue with cautionary tales of all-too-common statistical fallacies. It'll help you see where and why researchers often go wrong and teach you the best practices for avoiding their mistakes.In this book, you'll learn: - Why "statistically significant" doesn't necessarily imply practical significance- Ideas behind hypothesis testing and regression analysis, and common misinterpretations of those ideas- How and how not to ask questions, design experiments, and work with data- Why many studies have too little data to detect what they're looking for-and, surprisingly, why this means published results are often overestimates- Why false positives are much more common than "significant at the 5% level" would suggestBy walking through colorful examples of statistics gone awry, the book offers approachable lessons on proper methodology, and each chapter ends with pro tips for practicing scientists and statisticians. No matter what your level of experience, "Statistics Done Wrong" will teach you how to be a better analyst, data scientist, or researcher.

    Itzik Ben-Gan explains key T-SQL concepts and helps you apply your knowledge with hands-on exercises. The book first introduces T-SQL's roots and underlying logic. Next, it walks you through core topics such as single-table queries, joins, subqueries, table expressions, and set operators. Then the book covers more-advanced data-query topics such as window functions, pivoting, and grouping sets. The book also explains how to modify data, work with temporal tables, and handle transactions, and provides an overview of programmable objects. Microsoft Data Platform MVP Itzik Ben-Gan shows you how to: Review core SQL concepts and its mathematical roots Create tables and enforce data integrity Perform effective single-table queries by using the SELECT statement Query multiple tables by using joins, subqueries, table expressions, and set operators Use advanced query techniques such as window functions, pivoting, and grouping sets Insert, update, delete, and merge data Use transactions in a concurrent environment Get started with programmable objects-from variables and batches to user-defined functions, stored procedures, triggers, and dynamic SQL

    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.

    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

    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.

    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.