Python is easy to learn, and it's perfect for exploring topics like statistics, geometry, probability, and calculus. You’ll learn to write programs to find derivatives, solve equations graphically, manipulate algebraic expressions, even examine projectile motion.Rather than crank through tedious calculations by hand, you'll learn how to use Python functions and modules to handle the number crunching while you focus on the principles behind the math. Exercises throughout teach fundamental programming concepts, like using functions, handling user input, and reading and manipulating data. As you learn to think computationally, you'll discover new ways to explore and think about math, and gain valuable programming skills that you can use to continue your study of math and computer science.If you’re interested in math but have yet to dip into programming, you’ll find that Python makes it easy to go deeper into the subject—let Python handle the tedious work while you spend more time on the math.

    Updated for Python 3, this expanded edition shows you how to locate performance bottlenecks and significantly speed up your code in high-data-volume programs. By exploring the fundamental theory behind design choices, High Performance Python helps you gain a deeper understanding of Python's implementation.How do you take advantage of multicore architectures or clusters? Or build a system that scales up and down without losing reliability? Experienced Python programmers will learn concrete solutions to many issues, along with war stories from companies that use high-performance Python for social media analytics, productionized machine learning, and more.Get a better grasp of NumPy, Cython, and profilersLearn how Python abstracts the underlying computer architectureUse profiling to find bottlenecks in CPU time and memory usageWrite efficient programs by choosing appropriate data structuresSpeed up matrix and vector computationsUse tools to compile Python down to machine codeManage multiple I/O and computational operations concurrentlyConvert multiprocessing code to run on local or remote clustersDeploy code faster using tools like Docker

    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

    The 1960–70s image, bolstered by Tom Wolfe and Big Wednesday, was one of mild outlaws―tanned boys refusing to grow up, spending their days drinking beer and smoking joints on the beach in between mindless hours in the water.But in the 1980s, as surf brands morphed into multibillion-dollar companies, the derelict portrait began to harm business. The external surf image became Kelly Slater and Laird Hamilton, beacons of health, vitality, bravery, and clean-living.Internally, though, surfing had moved on from booze and weed to its heart’s true home, its soul’s twin flame: cocaine. The rise of cocaine in American popular culture as the choice of rich, white elites was matched, then quadrupled, within surf culture. The parties got wilder, the nights stretched longer, the stories became more ridiculously unbelievable. And there has been no stopping, no dip in passion.It is a forbidden love, and few, if any, outside the surf world know about this particular rhapsody. Drug use is kept very well-hidden, even from insiders, but evidence of its psychosis rears its head from time to time in the form of overdoses, bar fights, surf contests, murders, and cover-ups.Cocaine + Surfing draws back the curtain on a hopped-up, sometimes-sexy, sometimes-deadly relationship and uses cocaine as the vehicle to expose and explain the utterly absurd surf industry to outsiders.

    Based on "Practical Python," this newly-revised book is both an introduction and practical reference for a swath of Python-related programming topics, including addressing language internals, database integration, network programming, and web services. Advanced topics, such as extending Python and packaging/distributing Python applications, are also covered.Ten different projects illustrate the concepts introduced in the book. You will learn how to create a P2P file-sharing application and a web-based bulletin board, and how to remotely edit web-based documents and create games. Author Magnus Lie Hetland is an authority on Python and previously authored "Practical Python." He also authored the popular online guide, Instant Python Hacking, on which both books are based.

    Through his own personal story and those of nine other Rangers, Barber illuminates fundamental lessons about what it really takes to win. These first-person accounts of trial and triumph highlight the importance and the inherent truth of the Army's most fundamental leadership principles: seeking and taking responsibility for your actions, and knowing yourself and seeking self-improvement. Adhering to those principles--and putting them at the core of your organization--will push you and your company to do more and do it better.

    Buy a plant, dig a hole in the ground, drop the plant in it, and cover it up waiting for blooms to suddenly appear. If only it were that simple. The overall idea of gardening is basic, but gardening is very intricate. It

    If you have not yet bought the original copy, make sure to purchase it before buying this unofficial summary from aBookaDay. SPECIAL OFFER $2.99 (Regularly priced: $3.99) OVERVIEW This review of The Big Short: Inside the Doomsday Machine by Michael Lewis provides a chapter by chapter detailed summary followed by an analysis and critique of the strengths and weaknesses of the book. The main theme explored in the book is how corruption and greed in Wall Street caused the crash of the subprime mortgage market in 2008. Despite being completely preventable, the big firms in Wall Street chose to ignore the oncoming fall in favor of making money. Michael Lewis introduces characters—men outside of the Wall Street machine—who foresaw the crisis and, through several different techniques, were able to predict how and when the market would fall. Lewis portrays these men—Steve Eisman, Mike Burry, Charlie Ledley, and Jamie Mai—as the underdogs, who were able to understand and act upon the obvious weaknesses in the subprime market. Lewis’s overall point is to demonstrate how the Wall Street firms were manipulating the market. They used loans to cash in on the desperation of middle-to-lower class Americans, and then ultimately relied on the government to bail them out when the loans were defaulted. Using anecdotes and interviews from the men who were involved first-hand, the author makes the case that Wall Street, and how they conducted business in regards to the subprime mortgage market, is truly corrupt beyond repair, and the men he profiles in this novel were trying to make the best out of a bad situation. By having the words from the sources themselves, this demonstrates Lewis’s search for the truth behind what actually happened. Ultimately, we as an audience can not be sure if the intentions of these underdogs were truly good, but Lewis does an admirable job presenting as many sides to the story as possible. The central thesis of the work is that the subprime mortgage crisis was caused by Wall Street firms pushing fraudulent loans upon middle-to-lower class Americans that they would essentially not be able to afford. Several people outside of Wall Street were able to predict a crash in the market when these loans would be defaulted on, and bought insurance to bet against the market (essentially, buying short). Over a time period from roughly 2005-2008, the market crashed and huge banks and firms lost billions of dollars, filed for bankruptcy, or were bailed out by the government. These men, the characters of Lewis’s novel, were able to bet against the loans and made huge amounts of money, but it was not quite an easy journey. Michael Lewis is a non-fiction author and financial journalist. He has written several novels—notably Liar’s Poker in 1989, Moneyball in 2003, and The Blind Side in 2006. Born in New Orleans, he attended Princeton University, receiving a BA degree in Art History. After attending London School of Economics and receiving his masters there, he was hired by Salomon Brothers where he experienced much about what he wrote about in Liar’s Poker. He is currently married, with three children and lives in Berkeley, California. SUMMARY PROLOGUE: POLTERGEIST Michael Lewis begins his tale of the remarkable—and strange—men who predicted the immense fall of the housing market by immediately exposing himself as the exact opposite type of person from them. He explains to the reader that he has no background in accounting, business, or money managing.

    With these great pie recipes, you will be able to find that perfect pie to compliment your perfect dinner. In my Simple As Pie Cookbook, I include many old family favorite recipes, some of which have been enhanced with a few new twists. For example, I love cream pies, but I don’t like eating raw egg’s in meringue. So, I use my recipe for cream pie and make a topping that is out of this world. This Cookbook includes recipes for both great dessert pies and a bonus section with delicious savory pies.Old Fashioned Cherry PieTennessee Blackberry PieMountain Blueberry PieBerry Cranberry PieFresh Peach PieCherry Berry Peach PieBaked Strawberry PieDeep Dish Apple PieFabulous Cream ToppingMeringue ToppingOld Fashioned Chocolate Pie Coconut Cream PieLuscious Lemon Cream PieAmazing Banana Cream PieEasy Key Lime PieFluffy Strawberry PieRich Chocolate Pecan PiePecan Cookie PieLuscious Lemon Chess PieApple Butter Pumpkin PieCinnamon Apple Cake PieClassic Butter CrustClassic Graham Cracker CrustCream Cheese Pie CrustEasy Cookie Pie CrustOatmeal Pecan Pie CrustChicken Salad Hot PieCreamy Chicken Vegetable PiePesto Chicken PieSouthern Tomato Cheese PieHearty Taco Pie

    People talk about it like it’s so easy. But how do you do it in a way that fits your style, protects your relationship with baby and actually works? Don’t worry, I’ll tell you. In this quick and easy guide, I’ll distill all the basics from the best resources out there on baby sleep. I skip the parent shaming and a ton of fluff that the other books are filled with, and I’ll give you the best cliff’s notes version out there so that in an hour or so you can be a sleep-expert, too. I'll explain why sleep is so important, and tell you the biggest secret out there about smooth sleep training (hint: it has nothing to do with how much crying you can tolerate). Parenting isn’t one size fits all, so I give you three solid options that can fit anyone’s paradigm and I'll walk you through a 14-day plan to revolutionize sleep for everyone. What are you waiting for? Let's get your sleep on!

    The text examines the basics of analog image analysis while placing greater emphasis on digitally based systems and analysis techniques. The presentation is discipline neutral, so students in any field of study can gain a clear understanding of these systems and their virtually unlimited applications.

    "Our job is to lovingly and consciously cooperate with the forces at work on this globe at this time.  Astrology provides a way to link the individual with a conscious attunement to the planetary forces that are part of and affect the whole."More than fifteen years ago, Alan Oken pioneered the development of New Age astrology with the publication of three books collected in this comprehensive edition.  Now, newly updated, Alan Oken's Complete Astrology charts the cosmological pathway to greater personal fulfillment and spiritual attunement through a deeper, more intuitive understanding of our own power--and the age we live in.Featuring state-of-the-art astrological charts and diagrams, line drawings, charts of contemporary celebrities, an exhaustive bibliography and much more, this new edition of the classic trilogy is one of the most accessible and informative guides to the heavens ever written.  For beginners and experts alike, Alan Oken's Complete Astrology is your key to understanding the laws of the new planetary age.

    For "The People's Princess," Larry King asked many people who knew Diana, some officially and some more personally, for their favorite memories. Sir Richard Branson recalls Diana sitting in the cockpit of one of his private planes with baby Prince William on her lap; as they flew past Windsor Castle she announced, "On our right you have Grandma's house!" Heather Mills, who, like Diana, has been a tireless campaigner for charitable causes, recalls Diana's work to eradicate the scourge of land mines, as well as the time she was photographed shaking hands with an AIDS patient in a London hospital, doing so much to counteract the stigma associated with the disease at the time. British radio and television personality Chris Tarrant recalls how clearly nervous he was upon meeting Diana for the first time, and how she put him at ease with an incredibly rude joke about Kermit the Frog. Photographer Tim Graham remembers Diana lying on the floor with baby William in order to coax a smile from the young prince. And her chief bodyguard recalls how happy and at peace she seemed on the day he agreed to her simple request: to be allowed to walk, truly alone for once, along a beautiful, deserted beach. Some of these recollections are warm and intimate, celebrating Diana for her ability to make a human connection with everyone she met, others are perceptive and revealing, even about Diana's human failings and frailties. Together, they coalesce into a multifaceted portrait of a woman that the world has long desired to know a little better.

    It was not until moments before landing that anything went wrong. Coming in to Heathrow Airport, the plane suffered inexplicable loss of power to both engines, and it was suddenly likely that the plane would plough into a built-up area outside the airport, with the loss of all lives on board. Peter tells us in graphic detail his thoughts and actions when he managed to help save the plane at the last moment thanks to a flash of inspiration that led him to change the position of the wing flaps, which appeared to gain the vehicle enough precious time to make it over the perimeter fence and land on the grass, short of the runway. For both Maria and Peter, their lives following the crash have resulted in experiences that they never would have expected to have happened. There isn't a handbook with rules to follow after a crash so the subsequent aftermath was laced with events that could have been handled better from all sides, which lead to Maria and Peter having to find strength inside them that they had never needed before. A little more than a year later, they have used these strengths to begin a new chapter in their lives; starting with leaving British Airways and celebrating a second chance to enjoy life.But there are still nights when they find themselves awake, crying about what could have happened on that fateful day.

         Tough guys sobbed. Networks carried montages of Quinn's rugged hits, his steely-eyed glare, and his famous victories. Quinn made a few enemies over the years, but there was no one who didn't respect the tough working-class kid who had fought his way to the very top of the hockey world.     He had butted heads with superstars, with management, and with the league itself. And he had also succeeded at every level, finishing his journeyman's career as the captain of an NHL team, then quickly emerged as one of the best coaches in the league. He gathered executive titles like hockey cards, and done things his own way, picking up a law degree along the way.      He was brash, dour, and abrasive--and people loved him for his alloy of pugnacity and flair, his three-piece suits and cigars, his Churchillian heft and his scowl.     In the end, the player who would never even have dreamed of being inducted into the Hall of Fame was the chair of the Hall's selection committee. That is Quinn's story: an underdog who succeeded so completely that his legacy has become the standard by which others are judged.      Told by bestselling author Dan Robson, and supported by the Quinn family and network of friends, Quinn is the definitive account of one of the game's biggest personalities and most storied lives.