Download or read book Python for Data Analysis written by Wes McKinney and published by "O'Reilly Media, Inc.". This book was released on 2017-09-25 with total page 553 pages. Available in PDF, EPUB and Kindle. Book excerpt: Get complete instructions for manipulating, processing, cleaning, and crunching datasets in Python. Updated for Python 3.6, the second edition of this hands-on guide is packed with practical case studies that show you how to solve a broad set of data analysis problems effectively. You’ll learn the latest versions of pandas, NumPy, IPython, and Jupyter in the process. Written by Wes McKinney, the creator of the Python pandas project, this book is a practical, modern introduction to data science tools in Python. It’s ideal for analysts new to Python and for Python programmers new to data science and scientific computing. Data files and related material are available on GitHub. Use the IPython shell and Jupyter notebook for exploratory computing Learn basic and advanced features in NumPy (Numerical Python) Get started with data analysis tools in the pandas library Use flexible tools to load, clean, transform, merge, and reshape data Create informative visualizations with matplotlib Apply the pandas groupby facility to slice, dice, and summarize datasets Analyze and manipulate regular and irregular time series data Learn how to solve real-world data analysis problems with thorough, detailed examples

Download or read book Project Hail Mary written by Andy Weir and published by Ballantine Books. This book was released on 2021-05-04 with total page 497 pages. Available in PDF, EPUB and Kindle. Book excerpt: #1 NEW YORK TIMES BESTSELLER • From the author of The Martian, a lone astronaut must save the earth from disaster in this “propulsive” (Entertainment Weekly), cinematic thriller full of suspense, humor, and fascinating science—in development as a major motion picture starring Ryan Gosling. HUGO AWARD FINALIST • ONE OF THE YEAR’S BEST BOOKS: Bill Gates, GatesNotes, New York Public Library, Parade, Newsweek, Polygon, Shelf Awareness, She Reads, Kirkus Reviews, Library Journal • “An epic story of redemption, discovery and cool speculative sci-fi.”—USA Today “If you loved The Martian, you’ll go crazy for Weir’s latest.”—The Washington Post Ryland Grace is the sole survivor on a desperate, last-chance mission—and if he fails, humanity and the earth itself will perish. Except that right now, he doesn’t know that. He can’t even remember his own name, let alone the nature of his assignment or how to complete it. All he knows is that he’s been asleep for a very, very long time. And he’s just been awakened to find himself millions of miles from home, with nothing but two corpses for company. His crewmates dead, his memories fuzzily returning, Ryland realizes that an impossible task now confronts him. Hurtling through space on this tiny ship, it’s up to him to puzzle out an impossible scientific mystery—and conquer an extinction-level threat to our species. And with the clock ticking down and the nearest human being light-years away, he’s got to do it all alone. Or does he? An irresistible interstellar adventure as only Andy Weir could deliver, Project Hail Mary is a tale of discovery, speculation, and survival to rival The Martian—while taking us to places it never dreamed of going.

Download or read book The Last Lecture written by Randy Pausch and published by . This book was released on 2010 with total page 0 pages. Available in PDF, EPUB and Kindle. Book excerpt: The author, a computer science professor diagnosed with terminal cancer, explores his life, the lessons that he has learned, how he has worked to achieve his childhood dreams, and the effect of his diagnosis on him and his family.

Download or read book The Grace of Kings written by Ken Liu and published by Simon and Schuster. This book was released on 2015-04-07 with total page 656 pages. Available in PDF, EPUB and Kindle. Book excerpt: One of the Time 100 Best Fantasy Books Of All Time Two men rebel together against tyranny—and then become rivals—in this first sweeping book of an epic fantasy series from Ken Liu, recipient of Hugo, Nebula, and World Fantasy awards. Hailed as one of the best books of 2015 by NPR. Wily, charming Kuni Garu, a bandit, and stern, fearless Mata Zyndu, the son of a deposed duke, seem like polar opposites. Yet, in the uprising against the emperor, the two quickly become the best of friends after a series of adventures fighting against vast conscripted armies, silk-draped airships, and shapeshifting gods. Once the emperor has been overthrown, however, they each find themselves the leader of separate factions—two sides with very different ideas about how the world should be run and the meaning of justice. Fans of intrigue, intimate plots, and action will find a new series to embrace in the Dandelion Dynasty.

Download or read book The Cult of Smart written by Fredrik deBoer and published by All Points Books. This book was released on 2020-08-04 with total page 272 pages. Available in PDF, EPUB and Kindle. Book excerpt: Named one of Vulture’s Top 10 Best Books of 2020! Leftist firebrand Fredrik deBoer exposes the lie at the heart of our educational system and demands top-to-bottom reform. Everyone agrees that education is the key to creating a more just and equal world, and that our schools are broken and failing. Proposed reforms variously target incompetent teachers, corrupt union practices, or outdated curricula, but no one acknowledges a scientifically-proven fact that we all understand intuitively: Academic potential varies between individuals, and cannot be dramatically improved. In The Cult of Smart, educator and outspoken leftist Fredrik deBoer exposes this omission as the central flaw of our entire society, which has created and perpetuated an unjust class structure based on intellectual ability. Since cognitive talent varies from person to person, our education system can never create equal opportunity for all. Instead, it teaches our children that hierarchy and competition are natural, and that human value should be based on intelligence. These ideas are counter to everything that the left believes, but until they acknowledge the existence of individual cognitive differences, progressives remain complicit in keeping the status quo in place. This passionate, voice-driven manifesto demands that we embrace a new goal for education: equality of outcomes. We must create a world that has a place for everyone, not just the academically talented. But we’ll never achieve this dream until the Cult of Smart is destroyed.

Download or read book I Love Jesus But I Want to Die written by Sarah J. Robinson and published by WaterBrook. This book was released on 2021-05-11 with total page 257 pages. Available in PDF, EPUB and Kindle. Book excerpt: A compassionate, shame-free guide for your darkest days “A one-of-a-kind book . . . to read for yourself or give to a struggling friend or loved one without the fear that depression and suicidal thoughts will be minimized, medicalized or over-spiritualized.”—Kay Warren, cofounder of Saddleback Church What happens when loving Jesus doesn’t cure you of depression, anxiety, or suicidal thoughts? You might be crushed by shame over your mental illness, only to be told by well-meaning Christians to “choose joy” and “pray more.” So you beg God to take away the pain, but nothing eases the ache inside. As darkness lingers and color drains from your world, you’re left wondering if God has abandoned you. You just want a way out. But there’s hope. In I Love Jesus, But I Want to Die, Sarah J. Robinson offers a healthy, practical, and shame-free guide for Christians struggling with mental illness. With unflinching honesty, Sarah shares her story of battling depression and fighting to stay alive despite toxic theology that made her afraid to seek help outside the church. Pairing her own story with scriptural insights, mental health research, and simple practices, Sarah helps you reconnect with the God who is present in our deepest anguish and discover that you are worth everything it takes to get better. Beautifully written and full of hard-won wisdom, I Love Jesus, But I Want to Die offers a path toward a rich, hope-filled life in Christ, even when healing doesn’t look like what you expect.

Download or read book Tenuous Tendrils written by Tom Corbett and published by Xlibris Corporation. This book was released on 2017-07-06 with total page 281 pages. Available in PDF, EPUB and Kindle. Book excerpt: Jeremiah Joshua Connelly is about to retire from his academic position at the University of British Columbia. He anticipates a small ordinary affair of conventional speeches, farewell dinners, and the usual parting gifts and well-wishes. Instead, his past visits him in unexpected ways. He not only confronts people from the mists of a distant era he thought long lost but also accepts some truths about himself. Over the next week, Josh Connelly comes to terms with who he really is, with a past he tried to avoid, and with the people he had run away from for so long. This work takes us deep into the scars left by a war that tore the United States apart in the 1960s and which left an indelible mark on many who lived through that turbulent time. While a work of fiction, the novel touches upon the real emotions and struggles that many young people endured during this conflicted period. It explores the inner turmoil with which they contended as they fought to make sense out of competing claims upon their loyalty. This was a time where easy answers were not available, where each young man and woman who cared about this country had to arrive at their own interpretation of events. Each had to decide the contours of their personal character and for what principles they would stand. Each had to articulate their own moral compass. Tenuous Tendrils is the story of one such young man as he journeys from exile and isolation to reconnect and embrace a life he thought long lost.

Download or read book Doing Data Science written by Cathy O'Neil and published by "O'Reilly Media, Inc.". This book was released on 2013-10-09 with total page 320 pages. Available in PDF, EPUB and Kindle. Book excerpt: Now that people are aware that data can make the difference in an election or a business model, data science as an occupation is gaining ground. But how can you get started working in a wide-ranging, interdisciplinary field that’s so clouded in hype? This insightful book, based on Columbia University’s Introduction to Data Science class, tells you what you need to know. In many of these chapter-long lectures, data scientists from companies such as Google, Microsoft, and eBay share new algorithms, methods, and models by presenting case studies and the code they use. If you’re familiar with linear algebra, probability, and statistics, and have programming experience, this book is an ideal introduction to data science. Topics include: Statistical inference, exploratory data analysis, and the data science process Algorithms Spam filters, Naive Bayes, and data wrangling Logistic regression Financial modeling Recommendation engines and causality Data visualization Social networks and data journalism Data engineering, MapReduce, Pregel, and Hadoop Doing Data Science is collaboration between course instructor Rachel Schutt, Senior VP of Data Science at News Corp, and data science consultant Cathy O’Neil, a senior data scientist at Johnson Research Labs, who attended and blogged about the course.

Download or read book Pandemia written by Keith Guthmiller and published by Keith Guthmiller. This book was released on 2022-05-16 with total page 319 pages. Available in PDF, EPUB and Kindle. Book excerpt: What if Covid was just the start of something worse? Welcome to Pandemia, a dark novel of future possibilities. Based on real events. Warning: cookies are involved...

Download or read book The Schools Our Children Deserve written by Alfie Kohn and published by Houghton Mifflin Harcourt. This book was released on 1999 with total page 356 pages. Available in PDF, EPUB and Kindle. Book excerpt: Arguing against the tougher standards rhetoric that marks the current education debate, the author of No Contest and Punished by Rewards writes that such tactics squeeze the pleasure out of learning. Reprint.

Download or read book Ask a Manager written by Alison Green and published by Ballantine Books. This book was released on 2018-05-01 with total page 306 pages. Available in PDF, EPUB and Kindle. Book excerpt: From the creator of the popular website Ask a Manager and New York’s work-advice columnist comes a witty, practical guide to 200 difficult professional conversations—featuring all-new advice! There’s a reason Alison Green has been called “the Dear Abby of the work world.” Ten years as a workplace-advice columnist have taught her that people avoid awkward conversations in the office because they simply don’t know what to say. Thankfully, Green does—and in this incredibly helpful book, she tackles the tough discussions you may need to have during your career. You’ll learn what to say when • coworkers push their work on you—then take credit for it • you accidentally trash-talk someone in an email then hit “reply all” • you’re being micromanaged—or not being managed at all • you catch a colleague in a lie • your boss seems unhappy with your work • your cubemate’s loud speakerphone is making you homicidal • you got drunk at the holiday party Praise for Ask a Manager “A must-read for anyone who works . . . [Alison Green’s] advice boils down to the idea that you should be professional (even when others are not) and that communicating in a straightforward manner with candor and kindness will get you far, no matter where you work.”—Booklist (starred review) “The author’s friendly, warm, no-nonsense writing is a pleasure to read, and her advice can be widely applied to relationships in all areas of readers’ lives. Ideal for anyone new to the job market or new to management, or anyone hoping to improve their work experience.”—Library Journal (starred review) “I am a huge fan of Alison Green’s Ask a Manager column. This book is even better. It teaches us how to deal with many of the most vexing big and little problems in our workplaces—and to do so with grace, confidence, and a sense of humor.”—Robert Sutton, Stanford professor and author of The No Asshole Rule and The Asshole Survival Guide “Ask a Manager is the ultimate playbook for navigating the traditional workforce in a diplomatic but firm way.”—Erin Lowry, author of Broke Millennial: Stop Scraping By and Get Your Financial Life Together

Download or read book Super Volcanoes What They Reveal about Earth and the Worlds Beyond written by Robin George Andrews and published by W. W. Norton & Company. This book was released on 2021-11-02 with total page 265 pages. Available in PDF, EPUB and Kindle. Book excerpt: An exhilarating, time-traveling journey to the solar system’s strangest and most awe-inspiring volcanoes. Volcanoes are capable of acts of pyrotechnical prowess verging on magic: they spout black magma more fluid than water, create shimmering cities of glass at the bottom of the ocean and frozen lakes of lava on the moon, and can even tip entire planets over. Between lava that melts and re-forms the landscape, and noxious volcanic gases that poison the atmosphere, volcanoes have threatened life on Earth countless times in our planet’s history. Yet despite their reputation for destruction, volcanoes are inseparable from the creation of our planet. A lively and utterly fascinating guide to these geologic wonders, Super Volcanoes revels in the incomparable power of volcanic eruptions past and present, Earthbound and otherwise—and recounts the daring and sometimes death-defying careers of the scientists who study them. Science journalist and volcanologist Robin George Andrews explores how these eruptions reveal secrets about the worlds to which they belong, describing the stunning ways in which volcanoes can sculpt the sea, land, and sky, and even influence the machinery that makes or breaks the existence of life. Walking us through the mechanics of some of the most infamous eruptions on Earth, Andrews outlines what we know about how volcanoes form, erupt, and evolve, as well as what scientists are still trying to puzzle out. How can we better predict when a deadly eruption will occur—and protect communities in the danger zone? Is Earth’s system of plate tectonics, unique in the solar system, the best way to forge a planet that supports life? And if life can survive and even thrive in Earth’s extreme volcanic environments—superhot, superacidic, and supersaline surroundings previously thought to be completely inhospitable—where else in the universe might we find it? Traveling from Hawai‘i, Yellowstone, Tanzania, and the ocean floor to the moon, Venus, and Mars, Andrews illuminates the cutting-edge discoveries and lingering scientific mysteries surrounding these phenomenal forces of nature.

Download or read book Why We Sleep written by Matthew Walker and published by Simon and Schuster. This book was released on 2017-10-03 with total page 368 pages. Available in PDF, EPUB and Kindle. Book excerpt: "Sleep is one of the most important but least understood aspects of our life, wellness, and longevity ... An explosion of scientific discoveries in the last twenty years has shed new light on this fundamental aspect of our lives. Now ... neuroscientist and sleep expert Matthew Walker gives us a new understanding of the vital importance of sleep and dreaming"--Amazon.com.

Download or read book 212 The Extra Degree written by Sam Parker and published by The Walk The Talk Company. This book was released on 2011-04-15 with total page 88 pages. Available in PDF, EPUB and Kindle. Book excerpt: 212° the extra degree captures the essence of excellence in an unforgettable way... At 211° water is hot. At 212°, it boils. And with boiling water, comes steam. And with steam, you can power a train. The one extra degree, that one small step, makes the difference. In the original 212° the extra degree softcover, the simple 212° concept is illustrated through a clear introduction and then supported by a series of thoughts, examples, and facts that will help you absorb the 212° mindset. Its purpose is to inspire the extra level of effort that produces exponential results. Let 212° become a part of everyone's vocabulary. This book will encourage anyone who reads it to give that extra degree of effort...the extra degree that will produce extraordinary results.

Download or read book New Scientist written by and published by . This book was released on 1974-10 with total page 1020 pages. Available in PDF, EPUB and Kindle. Book excerpt:

Download or read book Surely You re Joking Mr Feynman Adventures of a Curious Character written by Richard P. Feynman and published by W. W. Norton & Company. This book was released on 2018-02-06 with total page 429 pages. Available in PDF, EPUB and Kindle. Book excerpt: One of the most famous science books of our time, the phenomenal national bestseller that "buzzes with energy, anecdote and life. It almost makes you want to become a physicist" (Science Digest). Richard P. Feynman, winner of the Nobel Prize in physics, thrived on outrageous adventures. In this lively work that “can shatter the stereotype of the stuffy scientist” (Detroit Free Press), Feynman recounts his experiences trading ideas on atomic physics with Einstein and cracking the uncrackable safes guarding the most deeply held nuclear secrets—and much more of an eyebrow-raising nature. In his stories, Feynman’s life shines through in all its eccentric glory—a combustible mixture of high intelligence, unlimited curiosity, and raging chutzpah. Included for this edition is a new introduction by Bill Gates.

Download or read book A Complaint Free World written by Will Bowen and published by Harmony. This book was released on 2013-02-05 with total page 306 pages. Available in PDF, EPUB and Kindle. Book excerpt: Full of practical ideas and inspiring stories from people who have already transformed their lives through the Complaint Free program, you'll learn not only how to stop complaining but also how to become more positive and live the life you’ve always dreamed about. More than ten million people in 106 countries have used the simple principles found in this book to eradicate the toxicity of complaining from their lives. And, as a result, they have experienced better health, happier relationships, greater career success and a significant increase in happiness. A Complaint Free World will explain what constitutes a complaint, why we complain, what benefits we think we receive from complaining, how complaining is destructive to our lives, and how we can get others around us to stop complaining. Find out how forming the simple habit of not complaining can transform your health, relationships, career and life. Consciously striving to reformat your mental hard drive is not easy, but you can start now by using the steps Bowen presents here. If you stay with it, you'll find that not only will you stop complaining, but others around you will cease to do so as well and in a short period of time, you'll have a more positive life. “A Complaint Free World is an engaging, enjoyable, easy-to-read reminder that the only permanent, constructive changes you can make in the world are the changes that you make in yourself.” –Gary Zukav, author of The Seat of the Soul and Soul to Soul