Author: Michael R. Bloomberg
Publisher: Wiley
ISBN: 9780471251491
Category : Biography & Autobiography
Languages : en
Pages : 0
Book Description
A provocative autobiography by the visionary leader of the world's fastest-growing media empire. "A classic tale of a nimble, customer-focused, entrepreneurial David outsmarting bureaucratic, ossified, corporate Goliaths."-Business Week "Michael Bloomberg is the most creative media entrepreneur of our time and, with Bill Gates, perhaps the most successful."-Rupert Murdoch, Chairman & Chief Executive, News Corporation. "Entertaining, engaging, and informative, Bloomberg by Bloomberg is packed with great advice about how to start a lean, hungry company-and how to keep it that way."-Bryan Burrough, coauthor, Barbarians at the Gate. "The man with Wall Street's best known generic name has written an autobiography that keeps you up late to finish. The book is full of wonderful insights about Wall Street and about starting and growing a new business."-Julian H. Robertson, Jr., Chairman, Tiger Management L.L.C. "This is the best insight yet on how one man shook up the entire financial information industry."-Richard Branson, Chairman, Virgin Group of Companies All author's royalties from Bloomberg by Bloomberg are donated to the Committee to Protect Journalists.
Bloomberg by Bloomberg
Author: Michael R. Bloomberg
Publisher: Wiley
ISBN: 9780471251491
Category : Biography & Autobiography
Languages : en
Pages : 0
Book Description
A provocative autobiography by the visionary leader of the world's fastest-growing media empire. "A classic tale of a nimble, customer-focused, entrepreneurial David outsmarting bureaucratic, ossified, corporate Goliaths."-Business Week "Michael Bloomberg is the most creative media entrepreneur of our time and, with Bill Gates, perhaps the most successful."-Rupert Murdoch, Chairman & Chief Executive, News Corporation. "Entertaining, engaging, and informative, Bloomberg by Bloomberg is packed with great advice about how to start a lean, hungry company-and how to keep it that way."-Bryan Burrough, coauthor, Barbarians at the Gate. "The man with Wall Street's best known generic name has written an autobiography that keeps you up late to finish. The book is full of wonderful insights about Wall Street and about starting and growing a new business."-Julian H. Robertson, Jr., Chairman, Tiger Management L.L.C. "This is the best insight yet on how one man shook up the entire financial information industry."-Richard Branson, Chairman, Virgin Group of Companies All author's royalties from Bloomberg by Bloomberg are donated to the Committee to Protect Journalists.
Publisher: Wiley
ISBN: 9780471251491
Category : Biography & Autobiography
Languages : en
Pages : 0
Book Description
A provocative autobiography by the visionary leader of the world's fastest-growing media empire. "A classic tale of a nimble, customer-focused, entrepreneurial David outsmarting bureaucratic, ossified, corporate Goliaths."-Business Week "Michael Bloomberg is the most creative media entrepreneur of our time and, with Bill Gates, perhaps the most successful."-Rupert Murdoch, Chairman & Chief Executive, News Corporation. "Entertaining, engaging, and informative, Bloomberg by Bloomberg is packed with great advice about how to start a lean, hungry company-and how to keep it that way."-Bryan Burrough, coauthor, Barbarians at the Gate. "The man with Wall Street's best known generic name has written an autobiography that keeps you up late to finish. The book is full of wonderful insights about Wall Street and about starting and growing a new business."-Julian H. Robertson, Jr., Chairman, Tiger Management L.L.C. "This is the best insight yet on how one man shook up the entire financial information industry."-Richard Branson, Chairman, Virgin Group of Companies All author's royalties from Bloomberg by Bloomberg are donated to the Committee to Protect Journalists.
Bloomberg's New York
Author: Julian Brash
Publisher: University of Georgia Press
ISBN: 0820335665
Category : Political Science
Languages : en
Pages : 360
Book Description
New York mayor Michael Bloomberg claims to run the city like a business. In Bloomberg's New York, Julian Brash applies methods from anthropology, geography, and other social science disciplines to examine what that means. He describes the mayor's attitude toward governance as the Bloomberg Way--a philosophy that holds up the mayor as CEO, government as a private corporation, desirable residents and businesses as customers and clients, and the city itself as a product to be branded and marketed as a luxury good. Commonly represented as pragmatic and nonideological, the Bloomberg Way, Brash argues, is in fact an ambitious reformulation of neoliberal governance that advances specific class interests. He considers the implications of this in a blow-by-blow account of the debate over the Hudson Yards plan, which aimed to transform Manhattan's far west side into the city's next great high-end district. Bringing this plan to fruition proved surprisingly difficult as activists and entrenched interests pushed back against the Bloomberg administration, suggesting that despite Bloomberg's success in redrawing the rules of urban governance, older political arrangements--and opportunities for social justice--remain.
Publisher: University of Georgia Press
ISBN: 0820335665
Category : Political Science
Languages : en
Pages : 360
Book Description
New York mayor Michael Bloomberg claims to run the city like a business. In Bloomberg's New York, Julian Brash applies methods from anthropology, geography, and other social science disciplines to examine what that means. He describes the mayor's attitude toward governance as the Bloomberg Way--a philosophy that holds up the mayor as CEO, government as a private corporation, desirable residents and businesses as customers and clients, and the city itself as a product to be branded and marketed as a luxury good. Commonly represented as pragmatic and nonideological, the Bloomberg Way, Brash argues, is in fact an ambitious reformulation of neoliberal governance that advances specific class interests. He considers the implications of this in a blow-by-blow account of the debate over the Hudson Yards plan, which aimed to transform Manhattan's far west side into the city's next great high-end district. Bringing this plan to fruition proved surprisingly difficult as activists and entrenched interests pushed back against the Bloomberg administration, suggesting that despite Bloomberg's success in redrawing the rules of urban governance, older political arrangements--and opportunities for social justice--remain.
Climate of Hope
Author: Michael Bloomberg
Publisher: Macmillan + ORM
ISBN: 1250142091
Category : Science
Languages : en
Pages : 330
Book Description
NEW YORK TIMES BESTSELLER From Mayor Michael Bloomberg and former head of the Sierra Club Carl Pope comes a manifesto on how the benefits of taking action on climate change are concrete, immediate, and immense. They explore climate change solutions that will make the world healthier and more prosperous, aiming to begin a new type of conversation on the issue that will spur bolder action by cities, businesses, and citizens—and even, someday, by Washington. "Climate of Hope is an inspiring must read." —Former Vice President Al Gore, Chairman of The Climate Reality Project “Climate change threatens to reshape the future of our world's population centers. Bloomberg and Pope have been leaders on fortifying our cities against this threat, and their book proves that victory is possible—and imperative.” —Leonardo DiCaprio "If Trump is looking for a blueprint, he could not do better than to read a smart new book, Climate of Hope." —Thomas Friedman in The New York Times ~ The 2016 election left many people who are concerned about the environment fearful that progress on climate change would come screeching to a halt. But not Michael Bloomberg and Carl Pope. Bloomberg, an entrepreneur and former mayor of New York City, and Pope, a lifelong environmental leader, approach climate change from different perspectives, yet they arrive at similar conclusions. Without agreeing on every point, they share a belief that cities, businesses, and citizens can lead—and win—the battle against climate change, no matter which way the political winds in Washington may shift. In Climate of Hope, Bloomberg and Pope offer an optimistic look at the challenge of climate change, the solutions they believe hold the greatest promise, and the practical steps that are necessary to achieve them. Writing from their own experiences, and sharing their own stories from government, business, and advocacy, Bloomberg and Pope provide a road map for tackling the most complicated challenge the world has ever faced. Along the way, they turn the usual way of thinking about climate change on its head: from top down to bottom up, from partisan to pragmatic, from costs to benefits, from tomorrow to today, and from fear to hope.
Publisher: Macmillan + ORM
ISBN: 1250142091
Category : Science
Languages : en
Pages : 330
Book Description
NEW YORK TIMES BESTSELLER From Mayor Michael Bloomberg and former head of the Sierra Club Carl Pope comes a manifesto on how the benefits of taking action on climate change are concrete, immediate, and immense. They explore climate change solutions that will make the world healthier and more prosperous, aiming to begin a new type of conversation on the issue that will spur bolder action by cities, businesses, and citizens—and even, someday, by Washington. "Climate of Hope is an inspiring must read." —Former Vice President Al Gore, Chairman of The Climate Reality Project “Climate change threatens to reshape the future of our world's population centers. Bloomberg and Pope have been leaders on fortifying our cities against this threat, and their book proves that victory is possible—and imperative.” —Leonardo DiCaprio "If Trump is looking for a blueprint, he could not do better than to read a smart new book, Climate of Hope." —Thomas Friedman in The New York Times ~ The 2016 election left many people who are concerned about the environment fearful that progress on climate change would come screeching to a halt. But not Michael Bloomberg and Carl Pope. Bloomberg, an entrepreneur and former mayor of New York City, and Pope, a lifelong environmental leader, approach climate change from different perspectives, yet they arrive at similar conclusions. Without agreeing on every point, they share a belief that cities, businesses, and citizens can lead—and win—the battle against climate change, no matter which way the political winds in Washington may shift. In Climate of Hope, Bloomberg and Pope offer an optimistic look at the challenge of climate change, the solutions they believe hold the greatest promise, and the practical steps that are necessary to achieve them. Writing from their own experiences, and sharing their own stories from government, business, and advocacy, Bloomberg and Pope provide a road map for tackling the most complicated challenge the world has ever faced. Along the way, they turn the usual way of thinking about climate change on its head: from top down to bottom up, from partisan to pragmatic, from costs to benefits, from tomorrow to today, and from fear to hope.
The Many Lives of Michael Bloomberg
Author: Eleanor Randolph
Publisher: Simon & Schuster
ISBN: 1476772215
Category : Biography & Autobiography
Languages : en
Pages : 496
Book Description
This authoritative and anecdote-filled biography of Michael Bloomberg—2020 presidential candidate and one of the richest and famously private/public figures in the country—is a “masterful work…[and] an absolutely first-rate study of leadership in business, politics, and philanthropy” (Doris Kearns Goodwin, Pulitzer Prize–winning author) from a veteran New York Times reporter. Michael Bloomberg’s life sounds like an exaggerated version of The American Story, except his adventures are real. From modest Jewish middle class (and Eagle Scout) to Harvard MBA to Salomon Brothers hot shot (where he gets “sent upstairs” and later fired) to creator of the Bloomberg terminal, a machine that would change Wall Street and the financial universe and make him a billionaire, to presidential candidate in 2020, Randolph’s account of Bloomberg’s life reads almost like a novel. “A vivid, timely study of Bloomberg’s brand of plutocracy” (Publishers Weekly), this engaging and insightful biography recounts Mayor Bloomberg’s vigorous approach to New York City’s care—including his attempts at education reform, anti-smoking and anti-obesity campaigns, climate control, and new developments across the city. After he engineered a surprising third term as Mayor, Bloomberg returned to his business and philanthropies that focused increasingly on cities. The chapter that describes this is one of the most revealing of his temperament and energy and vision as well as how he spends his “private” time that was virtually off-limits even when he was mayor. Bloomberg promised to give away his money before he died, and his giving has focused on education, gun control, and a fighting climate change. He joined the 2020 presidential campaign as a moderate liberal and spent his millions focused on ousting President Donald Trump.
Publisher: Simon & Schuster
ISBN: 1476772215
Category : Biography & Autobiography
Languages : en
Pages : 496
Book Description
This authoritative and anecdote-filled biography of Michael Bloomberg—2020 presidential candidate and one of the richest and famously private/public figures in the country—is a “masterful work…[and] an absolutely first-rate study of leadership in business, politics, and philanthropy” (Doris Kearns Goodwin, Pulitzer Prize–winning author) from a veteran New York Times reporter. Michael Bloomberg’s life sounds like an exaggerated version of The American Story, except his adventures are real. From modest Jewish middle class (and Eagle Scout) to Harvard MBA to Salomon Brothers hot shot (where he gets “sent upstairs” and later fired) to creator of the Bloomberg terminal, a machine that would change Wall Street and the financial universe and make him a billionaire, to presidential candidate in 2020, Randolph’s account of Bloomberg’s life reads almost like a novel. “A vivid, timely study of Bloomberg’s brand of plutocracy” (Publishers Weekly), this engaging and insightful biography recounts Mayor Bloomberg’s vigorous approach to New York City’s care—including his attempts at education reform, anti-smoking and anti-obesity campaigns, climate control, and new developments across the city. After he engineered a surprising third term as Mayor, Bloomberg returned to his business and philanthropies that focused increasingly on cities. The chapter that describes this is one of the most revealing of his temperament and energy and vision as well as how he spends his “private” time that was virtually off-limits even when he was mayor. Bloomberg promised to give away his money before he died, and his giving has focused on education, gun control, and a fighting climate change. He joined the 2020 presidential campaign as a moderate liberal and spent his millions focused on ousting President Donald Trump.
Embracing Modern C++ Safely
Author: John Lakos
Publisher: Addison-Wesley Professional
ISBN: 0137380518
Category : Computers
Languages : en
Pages : 4243
Book Description
Maximize Reward and Minimize Risk with Modern C++ Embracing Modern C++ Safely shows you how to make effective use of the new and enhanced language features of modern C++ without falling victim to their potential pitfalls. Based on their years of experience with large, mission-critical projects, four leading C++ authorities divide C++11/14 language features into three categories: Safe, Conditionally Safe, and Unsafe. Safe features offer compelling value, are easy to use productively, and are relatively difficult to misuse. Conditionally safe features offer significant value but come with risks that require significant expertise and familiarity before use. Unsafe features have an especially poor risk/reward ratio, are easy to misuse, and are beneficial in only the most specialized circumstances. This book distills the C++ community's years of experience applying C++11 and C++14 features and will help you make effective and safe design decisions that reflect real-world, economic engineering tradeoffs in large-scale, diverse software development environments. The authors use examples derived from real code bases to illustrate every finding objectively and to illuminate key issues. Each feature identifies the sound use cases, hidden pitfalls, and shortcomings of that language feature. After reading this book, you will Understand what each C++11/14 feature does and where it works best Recognize how to work around show-stopping pitfalls and annoying corner cases Know which features demand additional training, experience, and peer review Gain insights for preparing coding standards and style guides that suit your organization's needs Be equipped to introduce modern C++ incrementally and judiciously into established code bases Seasoned C++ developers, team leads, and technical managers who want to improve productivity, code quality, and maintainability will find the insights in this modular, meticulously organized reference indispensable. Register your book for convenient access to downloads, updates, and/or corrections as they become available. See inside book for details.
Publisher: Addison-Wesley Professional
ISBN: 0137380518
Category : Computers
Languages : en
Pages : 4243
Book Description
Maximize Reward and Minimize Risk with Modern C++ Embracing Modern C++ Safely shows you how to make effective use of the new and enhanced language features of modern C++ without falling victim to their potential pitfalls. Based on their years of experience with large, mission-critical projects, four leading C++ authorities divide C++11/14 language features into three categories: Safe, Conditionally Safe, and Unsafe. Safe features offer compelling value, are easy to use productively, and are relatively difficult to misuse. Conditionally safe features offer significant value but come with risks that require significant expertise and familiarity before use. Unsafe features have an especially poor risk/reward ratio, are easy to misuse, and are beneficial in only the most specialized circumstances. This book distills the C++ community's years of experience applying C++11 and C++14 features and will help you make effective and safe design decisions that reflect real-world, economic engineering tradeoffs in large-scale, diverse software development environments. The authors use examples derived from real code bases to illustrate every finding objectively and to illuminate key issues. Each feature identifies the sound use cases, hidden pitfalls, and shortcomings of that language feature. After reading this book, you will Understand what each C++11/14 feature does and where it works best Recognize how to work around show-stopping pitfalls and annoying corner cases Know which features demand additional training, experience, and peer review Gain insights for preparing coding standards and style guides that suit your organization's needs Be equipped to introduce modern C++ incrementally and judiciously into established code bases Seasoned C++ developers, team leads, and technical managers who want to improve productivity, code quality, and maintainability will find the insights in this modular, meticulously organized reference indispensable. Register your book for convenient access to downloads, updates, and/or corrections as they become available. See inside book for details.
The Bloomberg Way
Author: Matthew Winkler
Publisher: John Wiley & Sons
ISBN: 1118149882
Category : Reference
Languages : en
Pages : 398
Book Description
The definitive guide to reporting and editing the story of money Financial reporting is more important than ever as people grow increasingly aware of how their lives are affected by Wall Street and the federal government. Bloomberg News has earned the respect of journalists and readers around the world for its fast, in-depth and accurate stories. The Bloomberg Way, an internal manual compiled over two decades, reflects the new realities of journalism, in which speed is paramount, the impact of news is instantaneous, and the lines between objectivity and opinion are increasingly blurred. The Bloomberg Way is the most thorough and comprehensive guide to reporting and editing the story of money. This indispensable text for both journalism professionals and students outlines the central principles of Bloomberg News, explaining how to write compelling stories while maintaining standards of accuracy, honesty and ethics. The five F's of reporting: Factual, First, Fastest, Final and Future Word The essentials of writing an enticing lead and organizing story lines when preparing for breaking news on anything from an earnings release to a market crash Ways to keep opinion and speculation out of your writing The Bloomberg Way stylebook is the most important writer's resource of one of the largest news organizations in the world. It informs as it instructs, from how to conduct effective interviews to analyzing financial reports to the imperative for accuracy and integrity in gathering and publishing news.
Publisher: John Wiley & Sons
ISBN: 1118149882
Category : Reference
Languages : en
Pages : 398
Book Description
The definitive guide to reporting and editing the story of money Financial reporting is more important than ever as people grow increasingly aware of how their lives are affected by Wall Street and the federal government. Bloomberg News has earned the respect of journalists and readers around the world for its fast, in-depth and accurate stories. The Bloomberg Way, an internal manual compiled over two decades, reflects the new realities of journalism, in which speed is paramount, the impact of news is instantaneous, and the lines between objectivity and opinion are increasingly blurred. The Bloomberg Way is the most thorough and comprehensive guide to reporting and editing the story of money. This indispensable text for both journalism professionals and students outlines the central principles of Bloomberg News, explaining how to write compelling stories while maintaining standards of accuracy, honesty and ethics. The five F's of reporting: Factual, First, Fastest, Final and Future Word The essentials of writing an enticing lead and organizing story lines when preparing for breaking news on anything from an earnings release to a market crash Ways to keep opinion and speculation out of your writing The Bloomberg Way stylebook is the most important writer's resource of one of the largest news organizations in the world. It informs as it instructs, from how to conduct effective interviews to analyzing financial reports to the imperative for accuracy and integrity in gathering and publishing news.
Bloomberg Visual Guide to Municipal Bonds
Author: Robert Doty
Publisher: John Wiley & Sons
ISBN: 1118216970
Category : Business & Economics
Languages : en
Pages : 210
Book Description
A hands-on visual guide to understanding and investing in an important and consistently safe investment vehicle Bloomberg Visual Guide to Municipal Bonds offers step-by-step guidance to the nature and diversity of municipal securities credit structures. This valuable guide demonstrates the dependability of the overwhelming majority of municipal securities, and points out particular market sectors that may yield greater rewards, but also present greater risks. This book also directs readers to good sources of up-to-date information as well as new market tools, byproducts of recent market enhancements, so as to assist you in making informed investment decisions. Filled with reliable and highly accessible information needed for making sound decisions when investing in municipal securities Author Robert Doty is a noted expert on municipal securities A valuable addition to the new Bloomberg Visual Series Engaging and informative, this reliable resource is an easy-to-use "how to" guide to municipal securities that will help you create more effective investment strategies.
Publisher: John Wiley & Sons
ISBN: 1118216970
Category : Business & Economics
Languages : en
Pages : 210
Book Description
A hands-on visual guide to understanding and investing in an important and consistently safe investment vehicle Bloomberg Visual Guide to Municipal Bonds offers step-by-step guidance to the nature and diversity of municipal securities credit structures. This valuable guide demonstrates the dependability of the overwhelming majority of municipal securities, and points out particular market sectors that may yield greater rewards, but also present greater risks. This book also directs readers to good sources of up-to-date information as well as new market tools, byproducts of recent market enhancements, so as to assist you in making informed investment decisions. Filled with reliable and highly accessible information needed for making sound decisions when investing in municipal securities Author Robert Doty is a noted expert on municipal securities A valuable addition to the new Bloomberg Visual Series Engaging and informative, this reliable resource is an easy-to-use "how to" guide to municipal securities that will help you create more effective investment strategies.
Mike Bloomberg
Author: Joyce Purnick
Publisher: ReadHowYouWant.com
ISBN: 145874695X
Category : Biography & Autobiography
Languages : en
Pages : 358
Book Description
Profiles the New York City mayor as a savvy business intellectual and self-made billionaire, discussing his youth in the suburbs of Boston, rise on Wall Street, creation of Bloomberg L.P., and his controversial proposed third mayoral term.
Publisher: ReadHowYouWant.com
ISBN: 145874695X
Category : Biography & Autobiography
Languages : en
Pages : 358
Book Description
Profiles the New York City mayor as a savvy business intellectual and self-made billionaire, discussing his youth in the suburbs of Boston, rise on Wall Street, creation of Bloomberg L.P., and his controversial proposed third mayoral term.
Bloomberg
Author: Chris McNickle
Publisher: Simon and Schuster
ISBN: 1510722599
Category : Political Science
Languages : en
Pages : 728
Book Description
Examine the Bipartisan Legacy of a Remarkable Billionaire Politician Bloomberg: A Billionaire’s Ambition tells the story of how one of America’s most successful entrepreneurs was elected mayor of New York City and what he did with the power he won. Bloomberg’s stunning victory against all odds just weeks after the 9/11 terrorist attack left him facing challenges unlike any mayor in history. For the next twelve years, he kept the city safe, managed budgets through fiscal crises, promoted private sector growth, generated jobs, built infrastructure, protected the environment, supported society’s cultural sensibilities, and achieved dramatic improvements in public health. Bloomberg was an activist executive who used government assets boldly and wisely for the greatest good, for the greatest number of people. His time as mayor was not without controversy. Bloomberg supported stop and frisk police tactics that a judge ruled unconstitutional, and jailhouse violence rose to levels so severe the federal government intervened. The administration’s homeless policies were ineffective. And he forced a change in the city charter to allow him to serve a third term. Overall, record low crime and the lasting impact of innovative policies will cause his tenure to be remembered as a remarkable success. Having returned to his global media empire, and to his private philanthropy, Bloomberg continues to challenge the National Rifle Association on gun control, promote national education reform, and support policies to combat climate change. Frequently touted as an independent candidate for president, Bloomberg leaves behind a legacy of effective government.
Publisher: Simon and Schuster
ISBN: 1510722599
Category : Political Science
Languages : en
Pages : 728
Book Description
Examine the Bipartisan Legacy of a Remarkable Billionaire Politician Bloomberg: A Billionaire’s Ambition tells the story of how one of America’s most successful entrepreneurs was elected mayor of New York City and what he did with the power he won. Bloomberg’s stunning victory against all odds just weeks after the 9/11 terrorist attack left him facing challenges unlike any mayor in history. For the next twelve years, he kept the city safe, managed budgets through fiscal crises, promoted private sector growth, generated jobs, built infrastructure, protected the environment, supported society’s cultural sensibilities, and achieved dramatic improvements in public health. Bloomberg was an activist executive who used government assets boldly and wisely for the greatest good, for the greatest number of people. His time as mayor was not without controversy. Bloomberg supported stop and frisk police tactics that a judge ruled unconstitutional, and jailhouse violence rose to levels so severe the federal government intervened. The administration’s homeless policies were ineffective. And he forced a change in the city charter to allow him to serve a third term. Overall, record low crime and the lasting impact of innovative policies will cause his tenure to be remembered as a remarkable success. Having returned to his global media empire, and to his private philanthropy, Bloomberg continues to challenge the National Rifle Association on gun control, promote national education reform, and support policies to combat climate change. Frequently touted as an independent candidate for president, Bloomberg leaves behind a legacy of effective government.
Hands-On Data Analysis with Pandas
Author: Stefanie Molin
Publisher: Packt Publishing Ltd
ISBN: 1789612802
Category : Computers
Languages : en
Pages : 702
Book Description
Get to grips with pandas—a versatile and high-performance Python library for data manipulation, analysis, and discovery Key FeaturesPerform efficient data analysis and manipulation tasks using pandasApply pandas to different real-world domains using step-by-step demonstrationsGet accustomed to using pandas as an effective data exploration toolBook Description Data analysis has become a necessary skill in a variety of positions where knowing how to work with data and extract insights can generate significant value. Hands-On Data Analysis with Pandas will show you how to analyze your data, get started with machine learning, and work effectively with Python libraries often used for data science, such as pandas, NumPy, matplotlib, seaborn, and scikit-learn. Using real-world datasets, you will learn how to use the powerful pandas library to perform data wrangling to reshape, clean, and aggregate your data. Then, you will learn how to conduct exploratory data analysis by calculating summary statistics and visualizing the data to find patterns. In the concluding chapters, you will explore some applications of anomaly detection, regression, clustering, and classification, using scikit-learn, to make predictions based on past data. By the end of this book, you will be equipped with the skills you need to use pandas to ensure the veracity of your data, visualize it for effective decision-making, and reliably reproduce analyses across multiple datasets. What you will learnUnderstand how data analysts and scientists gather and analyze dataPerform data analysis and data wrangling in PythonCombine, group, and aggregate data from multiple sourcesCreate data visualizations with pandas, matplotlib, and seabornApply machine learning (ML) algorithms to identify patterns and make predictionsUse Python data science libraries to analyze real-world datasetsUse pandas to solve common data representation and analysis problemsBuild Python scripts, modules, and packages for reusable analysis codeWho this book is for This book is for data analysts, data science beginners, and Python developers who want to explore each stage of data analysis and scientific computing using a wide range of datasets. You will also find this book useful if you are a data scientist who is looking to implement pandas in machine learning. Working knowledge of Python programming language will be beneficial.
Publisher: Packt Publishing Ltd
ISBN: 1789612802
Category : Computers
Languages : en
Pages : 702
Book Description
Get to grips with pandas—a versatile and high-performance Python library for data manipulation, analysis, and discovery Key FeaturesPerform efficient data analysis and manipulation tasks using pandasApply pandas to different real-world domains using step-by-step demonstrationsGet accustomed to using pandas as an effective data exploration toolBook Description Data analysis has become a necessary skill in a variety of positions where knowing how to work with data and extract insights can generate significant value. Hands-On Data Analysis with Pandas will show you how to analyze your data, get started with machine learning, and work effectively with Python libraries often used for data science, such as pandas, NumPy, matplotlib, seaborn, and scikit-learn. Using real-world datasets, you will learn how to use the powerful pandas library to perform data wrangling to reshape, clean, and aggregate your data. Then, you will learn how to conduct exploratory data analysis by calculating summary statistics and visualizing the data to find patterns. In the concluding chapters, you will explore some applications of anomaly detection, regression, clustering, and classification, using scikit-learn, to make predictions based on past data. By the end of this book, you will be equipped with the skills you need to use pandas to ensure the veracity of your data, visualize it for effective decision-making, and reliably reproduce analyses across multiple datasets. What you will learnUnderstand how data analysts and scientists gather and analyze dataPerform data analysis and data wrangling in PythonCombine, group, and aggregate data from multiple sourcesCreate data visualizations with pandas, matplotlib, and seabornApply machine learning (ML) algorithms to identify patterns and make predictionsUse Python data science libraries to analyze real-world datasetsUse pandas to solve common data representation and analysis problemsBuild Python scripts, modules, and packages for reusable analysis codeWho this book is for This book is for data analysts, data science beginners, and Python developers who want to explore each stage of data analysis and scientific computing using a wide range of datasets. You will also find this book useful if you are a data scientist who is looking to implement pandas in machine learning. Working knowledge of Python programming language will be beneficial.