Leverage the computational power of Python with more than 60 recipes that arm you with the required skills to make informed business decisions About This Book Want to minimize risk and optimize profits of your business? Learn to create efficient analytical reports with ease using this highly practical, easy-to-follow guide Learn to apply Python for business intelligence tasks—preparing, exploring, analyzing, visualizing and reporting—in order to make more informed business decisions using data at hand Learn to explore and analyze business data, and build business intelligence dashboards with the help of various insightful recipes Who This Book Is For This book is intended for data analysts, managers, and executives with a basic knowledge of Python, who now want to use Python for their BI tasks. If you have a good knowledge and understanding of BI applications and have a “working” system in place, this book will enhance your toolbox. What You Will Learn Install Anaconda, MongoDB, and everything you need to get started with your data analysis Prepare data for analysis by querying cleaning and standardizing data Explore your data by creating a Pandas data frame from MongoDB Gain powerful insights, both statistical and predictive, to make informed business decisions Visualize your data by building dashboards and generating reports Create a complete data processing and business intelligence system In Detail The amount of data produced by businesses and devices is going nowhere but up. In this scenario, the major advantage of Python is that it's a general-purpose language and gives you a lot of flexibility in data structures. Python is an excellent tool for more specialized analysis tasks, and is powered with related libraries to process data streams, to visualize datasets, and to carry out scientific calculations. Using Python for business intelligence (BI) can help you solve tricky problems in one go. Rather than spending day after day scouring Internet forums for “how-to” information, here you'll find more than 60 recipes that take you through the entire process of creating actionable intelligence from your raw data, no matter what shape or form it's in. Within the first 30 minutes of opening this book, you'll learn how to use the latest in Python and NoSQL databases to glean insights from data just waiting to be exploited. We'll begin with a quick-fire introduction to Python for BI and show you what problems Python solves. From there, we move on to working with a predefined data set to extract data as per business requirements, using the Pandas library and MongoDB as our storage engine. Next, we will analyze data and perform transformations for BI with Python. Through this, you will gather insightful data that will help you make informed decisions for your business. The final part of the book will show you the most important task of BI—visualizing data by building stunning dashboards using Matplotlib, PyTables, and iPython Notebook. Style and approach This is a step-by-step guide to help you prepare, explore, analyze and report data, written in a conversational tone to make it easy to grasp. Whether you're new to BI or are looking for a better way to work, you'll find the knowledge and skills here to get your job done efficiently.
During his training, neurosurgeon Robert J. Dempsey, M.D. was told that global health was something for infectious diseases and not possible in super-specialties. This is the story of questioning that belief, of addressing a massive need by working in the areas of need, going to numerous ministers of health worldwide and showing them that with the training of even a few neurosurgeons, we can complete a trauma system in their country. The result is now we can also provide care for cancer, stroke and congenital defects of newborn children where it was previously impossible. In 2015, the Lancet Commission’s report predicted, over the next few years, 47 million unnecessary deaths worldwide due to the lack of essential surgeries. This book relates the importance of rectifying that ongoing tragedy and, more importantly, the humanizing influences that such a journey has had on a super-specialist working with the people of greatest need. It concludes that in spite of massive need, the present situation is actually very hopeful, as we have shifted the focus of global health from service alone to partnered teaching, leading us now to self-sustaining systems of care delivered for and by the people in the regions of need. Global Neurosurgery covers the thought-provoking and often frightening lessons learned over four decades of neurosurgical involvement in global health, working from a period when little or none existed to the present state of specialized healthcare in the area of need. This process starts in the U.S. and then addresses health disparity on four continents and now on U.S. tribal reservations. It emphasizes the importance of first listening, then partnering with government, medical societies, universities and private foundations, and most importantly, learning from mistakes. The programs developed allow the recipients of the care to take over the training so that it becomes about them and their patients in their home lands. It will appeal to a wide audience because its stories explain actual worldwide health conditions while giving an insight valuable to the professional or lay person into the experiences and operating rooms of a neurosurgeon working under very difficult conditions.
Robert E. Howard steps from the pages of Weird Tales into the boxing world in the pages of Jack Dempsey's Fight Magazine. A short run title that only lasted the two issues.
This early work by Robert E. Howard was originally published in 1934 and we are now republishing it with a brand new introductory biography. 'Sluggers on the Beach' is a story in the Sailor Steve Costigan series about a travelling boxer. Robert Ervin Howard was born in Peaster, Texas in 1906. During his youth, his family moved between a variety of Texan boomtowns, and Howard - a bookish and somewhat introverted child - was steeped in the violent myths and legends of the Old South. At fifteen Howard began to read the pulp magazines of the day, and to write more seriously. The December 1922 issue of his high school newspaper featured two of his stories, 'Golden Hope Christmas' and 'West is West'. In 1924 he sold his first piece - a short caveman tale titled 'Spear and Fang' - for $16 to the not-yet-famous Weird Tales magazine. Howard's most famous character, Conan the Cimmerian, was a barbarian-turned-King during the Hyborian Age, a mythical period of some 12,000 years ago. Conan featured in seventeen Weird Tales stories between 1933 and 1936 which is why Howard is now regarded as having spawned the 'sword and sorcery' genre. The Conan stories have since been adapted many times, most famously in the series of films starring Arnold Schwarzenegger.
Teachers are the single most important element in helping every child succeed in school. Action Research for Teacher Candidates has been written in the hopes of equipping teachers-in-training with the skills needed for action research: a process that leads to focused, effective, and responsive strategies that help students succeed. Robert P. Pelton is also the author of Making Classroom Inquiry Work: Techniques for Effective Action Research, which is designed to serve those who wish to delve deeper into their action research or as leaders in teacher research and reflective practice. These two books serve as both a perfect training curriculum for pre-service teachers at the undergraduate or graduate level and as an excellent vehicle for professional development for in-service teachers.
Sluggers on the Beach is a short story by Robert Ervin Howard. Robert Ervin Howard (January 22, 1906 - June 11, 1936) was an American author who wrote pulp fiction in a diverse range of genres. He is well known for his character Conan the Barbarian and is regarded as the father of the sword and sorcery subgenre. Howard was born and raised in the state of Texas. He spent most of his life in the town of Cross Plains with some time spent in nearby Brownwood. A bookish and intellectual child, he was also a fan of boxing and spent some time in his late teens bodybuilding, eventually taking up amateur boxing. From the age of nine he dreamed of becoming a writer of adventure fiction but did not have real success until he was 23. Thereafter, until his death at the age of 30 by suicide, Howard's writings were published in a wide selection of magazines, journals, and newspapers, and he had become successful in several genres. Although a Conan novel was nearly published into a book in 1934, his stories never appeared in book form during his lifetime. The main outlet for his stories was in the pulp magazine Weird Tales. Howard's suicide and the circumstances surrounding it have led to varied speculation about his mental health. His mother had been ill with tuberculosis his entire life, and upon learning that she had entered a coma from which she was not expected to wake, he walked out to his car and shot himself in the head. In the pages of the Depression-era pulp magazine Weird Tales, Howard created Conan the Barbarian, a character whose cultural impact has been compared to such icons as Tarzan, Count Dracula, Sherlock Holmes, Batman, and James Bond. With Conan and his other heroes, Howard created the genre now known as sword and sorcery, spawning many imitators and giving him a large influence in the fantasy field. Howard remains a highly read author, with his best works still reprinted. Howard spent his late teens working odd jobs around Cross Plains; all of which he hated. In 1924, Howard returned to Brownwood to take a stenography course at Howard Payne College, this time boarding with his friend Lindsey Tyson instead of his mother. Howard would have preferred a literary course but was not allowed to take one for some reason. Biographer Mark Finn suggests that his father refused to pay for such a non-vocational education. In the week of Thanksgiving that year, and after years of rejection slips and near acceptances, he finally sold a short caveman tale titled "Spear and Fang," which netted him the sum of $16 and introduced him to the readers of a struggling pulp called Weird Tales. Now that his career in fiction had begun, Howard dropped out of Howard Payne College at the end of the semester and returned to Cross Plains. Shortly afterwards, he received notice that another story, "The Hyena," had been accepted by Weird Tales. During the same period, Howard made his first attempt to write a novel, a loosely autobiographical book modeled on Jack London's Martin Eden and titled Post Oaks & Sand Roughs. The book was otherwise of middling quality and was never published in the author's lifetime but it is of interest to Howard scholars for the personal information it contains. Howard's alter ego in this novel is Steve Costigan, a name he would use more than once in the future. The novel was finished in 1928 but not published until long after his death.
The legend of Bat Masterson as the heroic sheriff of Dodge City, Kansas, began in 1881 when an acquaintance duped a New YorkSun reporter into writing Masterson up as a man-killing gunfighter. That he later moved to New York City to write a widely followed sports column for eighteen years is one of history’s great ironies, as Robert K. DeArment relates in this engaging new book. William Barclay “Bat” Masterson spent the first half of his adult life in the West, planting the seeds for his later legend as he moved from Texas to Kansas and then Colorado. In Denver his gambling habit and combative nature drew him to the still-developing sport of prizefighting. Masterson attended almost every important match in the United States from the 1880s to 1921, first as a professional gambler betting on the bouts, and later as a promoter and referee. Ultimately, Bat stumbled into writing about the sport. In Gunfighter in Gotham, DeArment tells how Bat Masterson built a second career from a column in the New YorkMorning Telegraph. Bat’s articles not only covered sports but also reflected his outspoken opinions on war, crime, politics, and a changing society. As his renown as a boxing expert grew, his opinions were picked up by other newspaper editors and reprinted throughout the country and abroad. He counted President Theodore Roosevelt among his friends and readers. This follow-up to DeArment’s definitive biography of the Old West legend narrates the final chapter of Masterson’s storied life. Far removed from the sweeping western plains and dusty cowtown streets of his younger days, Bat Masterson, in New York City, became “a ham reporter,” as he called himself, “a Broadway guy.”
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