[X169.Ebook] PDF Download Python Business Intelligence Cookbook, by Robert Dempsey

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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.

• Sales Rank: #1835203 in Books
• Published on: 2015-12-22
• Released on: 2015-12-22
• Original language: English
• Number of items: 1
• Dimensions: 9.25" h x .46" w x 7.50" l, .78 pounds
• Binding: Paperback
• 202 pages

About the Author

Robert Dempsey

Robert Dempsey is a tested leader and technology professional who specializes in delivering solutions and products to solve tough business challenges. His experience of forming and leading agile teams, combined with more than 16 years of technology experience, enables him to solve complex problems while always keeping the bottom line in mind. Robert has founded and built three start-ups in tech and marketing, developed and sold two online applications, consulted for Fortune 500 and Inc. 500 companies, and has spoken nationally and internationally on software development and agile project management. He's the founder of Data Wranglers DC, a group that is dedicated to improving the craft of data engineering, as well as a board member of Data Community DC. In addition to spending time with his growing family, Robert geeks out on Raspberry Pi, Arduinos, and automating more of his life through hardware and software. Find him on his website at http://robertwdempsey.com.

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0 of 0 people found the following review helpful.
General Introduction to Working With Data In Python/Pandas
By Alex Meadows
Python Business Intelligence Cookbook is a good introduction to the basics of Pandas and working with csv files and MongoDB. One of the books few shortcomings is the lack of recipes showing interaction with a traditional RDBMS. While it can be understood that due to the variety and intermediate complexity that accessing a SQL database directly is out of scope for the book, it would have been nice to provide some reference to start with. That said, the various data types and process for analyzing, organizing, and visualizing data is spot on. The author even dives into predictive analytics. If you are looking for a general overview then this is a decent place to start.

To note: I was asked by the publisher to provide this review in return for a free book. This did not impact my review.

2 of 2 people found the following review helpful.
A good introduction to BI in Python
By Mauro A
A good introduction to BI in Python. One drawback is that
the only database considered is MongoDB, ignoring other NoSQL and relational DBs, but the idea here is that you import your data, wherever it comes from, into MongoDB for BI analysis, so it is not that bad.

The core chapters are about understanding your data and performing data analysis on it, showing how to perform the most common operations: linear and logistic regression, random forest and SVM.

Last chapter is about quickly building a BI dashboard and I wish it was a little more elaborate and deep, especially regarding UI for presenting data to business users.

All in all a good introductory book on BI with Python

0 of 0 people found the following review helpful.
Good for Python developers wanting to add BI functionality
By Ed P
If you are Python programmer introducing BI functionality to your applications then this would be a good starting point. The content is reasonably good, but for many of the tasks covered, similar results could be achieved much quicker and easier with dedicated Business Intelligence tools for ETL and reporting. Also, the database used is MongoDB. There is no coverage of many popular NoSQL and RDBMS systems such as MySQL, PostgreSQL, SQL Server, Hadoop and Oracle that are likely to be used in the corporate world. But as a starting point some of these recipes could be adapted to use other systems as well. All in all, a decent effort, but somewhat limited in applicability

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[G934.Ebook] Ebook Download Evolutionary Psychology: The New Science of the Mind, Fifth Edition, by David Buss

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�This book examines human psychology and behavior through the lens of modern evolutionary psychology. Evolutionary Psychology: The Ne w Science of the Mind, 5/e provides students with the conceptual tools of evolutionary psychology, and applies them to empirical research on the human mind. Content topics are logically arrayed, starting with challenges of survival, mating, parenting, and kinship; and then progressing to challenges of group living, including cooperation, aggression, sexual conflict, and status, prestige, and social hierarchies. Students gain a deep understanding of applying evolutionary psychology to their own lives and all the people they interact with.

• Sales Rank: #278920 in eBooks
• Published on: 2015-10-02
• Released on: 2015-10-02
• Format: Kindle eBook

About the Author
David M. Buss received his Ph.D. from the University of California at Berkley in 1981. He began his career in academics at Harvard, later moving to the University of Michigan before accepting his current position as Professor of Psychology at the University of Texas. His primary research interests include human sexuality, mating strategies, conflict between the sexes, homicide, stalking, and sexual victimization. The author of more than 200 scientific articles and 6 books, Buss has won numerous awards including the American Psychological Association (APA) Distinguished Scientific Award for Early Career Contribution to Psychology (1988), the APA G. Stanley Hall Lectureship (1990), the APA Distinguished Scientist Lecturer Award (2001), and the Robert W. Hamilton Book Award (2000) for the first edition of Evolutionary Psychology: The New Science of the Mind. He is also the editor of the first comprehensive Handbook of Evolutionary Psychology (2005, Wiley). He enjoys extensive cross-cultural research collaborations and lectures widely within the United States and abroad.

Most helpful customer reviews

22 of 23 people found the following review helpful.
Like fine wine: 5th ed of the original textbook in Evolutionary Psychology
By Todd K. Shackelford
The 5th edition of David Buss's textbook, Evolutionary Psychology, provides a sparkling update to the original and now classic undergraduate textbook in the field. Buss's textbook was published in its first edition in 1999, the first such textbook in the field. The remarkable success of the field and of this textbook generated a flurry of would-be competitor textbooks. I have used nearly every one of them at one time or another as a textbook for my undergraduate courses in evolutionary psychology. Yet I always return to Buss's textbook. Buss's command of the field and his engaging writing are second-to-none, and with each edition he provides a thorough and current update to the textbook, reflecting the latest empirical and theoretical advances. David Buss's Evolutionary Psychology is simply the best textbook available in the field. In fact, Buss's writing and presentation is so clear and straightforward that this book is one of the very best introductions to the field for anyone who has interest in learning about evolutionary psychology. The 5th ed of Evolutionary Psychology refines and updates once again this now-classic textbook.

36 of 40 people found the following review helpful.
A great insight to why we do the things we do
By steven clark
I bought this book after seeing it on Tai Lopez's top recommended books list. It's an extremely easy read and gives tons of valuable insight to human behavior. It covers a variety of topics relating to the "hard-wired" preferences our brain has in terms of mate selection, the foods we eat, and decision making. This book sheds light on the inner workings of how and why humans operate.

20 of 23 people found the following review helpful.
Superb evolutionary psychology text - informative, engaging, and accessible.
By Laith
This is an outstanding textbook. I've been reading every new edition of this text since it was in its 2nd edition many years ago, and it keeps getting better with every iteration. It's been my personal choice for pleasure, for recommending evolutionary psychology texts to others, and for teaching university courses. It's one of the few textbooks I've ever come across - along with John Alcock's excellent Animal Behavior - that can be read solely for pleasure. The writing is engaging, the material is fascinating, and even when the ideas are conceptually challenging, the treatment is thoroughly accessible. I re-read this book every time I'm gearing up to teach a course in evolutionary psychology, plus a few times for fun or as a refresher. It feels like I'm learning something new every time I read it, and it's always a fun and engaging read. I have bought this text for friends, gifted it to fellow professors, and plan to keep using it in my college evolutionary psychology courses. It's a gem of a textbook, and I recommend it in the highest possible terms.

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[E675.Ebook] Free Ebook Karate-Do: My Way of Life, by Gichin Funakoshi

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Linking the time when karate was a strictly Okinawan art of self-defense shrouded in the deepest secrecy and the present day, when it has become a martial art practiced throughout the world, is Gichin Funakoshi, the "Father of Karate-do."

Out of modesty, he was reluctant to write this autobiography and did not do so until he was nearly ninety years of age. Trained in the Confucian classics, he was a schoolteacher early in life, but after decades of study under the foremost masters, he gave up his livelihood to devote the rest of his life to the propagation of the Way of Karate. Under his guidance, techniques and nomenclature were refined and modernized, the spiritual essence was brought to the fore, and karate evolved into a true martial art.

Various forms of empty-hand techniques have been practiced in Okinawa for centuries, but due to the lack of historical records, fancy often masquerades as fact. In telling of his own famous teachers-and not only of their mastery of technique but of the way they acted in critical situations-the author reveals what true karate is. The stories he tells about himself are no less instructive: his determination to continue the art, after having started it to improve his health; his perseverance in the face of difficulties, even of poverty; his strict observance of the way of life of the samurai; and the spirit of self-reliance that he carried into an old age kept healthy by his practice of Karate-do.

• Sales Rank: #104523 in Books
• Brand: Brand: Kodansha USA
• Published on: 2013-02-01
• Original language: English
• Number of items: 1
• Dimensions: 4.30" h x .50" w x 7.10" l, .30 pounds
• Binding: Paperback
• 144 pages

Features

• Used Book in Good Condition

Language Notes
Text: English, Japanese (translation)

About the Author

GICHIN FUNAKOSHI is world famous as one of Karate's great masters. Born in Shuri, Okinawa Prefecture, in 1868, he studied Karate-do from childhood and organized the first public demonstrations.

He was trained in the Confucian classics and was a schoolteacher early in life. After training for decades under the foremost masters in Okinawa he was elected president of the Okinawa Association for the Spirit of Martial Arts.

He was chosen to demonstrate Karate at the First National Athletic Exhibition in Tokyo in 1922, which led to the introduction of the ancient martial art to the rest of Japan and subsequently to the rest of the world. Among his writings are Karate-do Nyumon: The Master Introductory Text, Karate-do Kyohan: The Master Text, and Karate Jutsu: The Original Teachings of Gichin Funakoshi.

Master Gichin Funakoshi died in April 1957.

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20 of 21 people found the following review helpful.
One of the First Men Who Brough Karate into the Modern Age
By C. J. Hardman
Funakoshi Gichen was many things to many people. Although today he is for the most part remembered and respected as the founder of the style we know today as Shotokan, Funakoshi Gichen was also a school Teacher, a family man, a man educated in the Confucian classics, a practitioner and teacher of Karate, and an Okinawan who undertook the task of bringing the art of Karate-Do from its native island of Okinawa to the Japanese Mainland in his later years.

Remarkably, Funakoshi lived through several important eras in Okinawa and Japan's history. As a young man he recounts the impact of Meiji-era forced modernization, where men holding public posts were required to cut their traditional top-knots. His accounts of training with Master Itosu and Master Azato and stories of their explaits are some of the most specific known to us. Funakoshi also describes the sacrifices he made to continue practicing Karate while on Okinawa, at one point turning down a promotion because the travel would have separated him from his karate teachers. We learn how Yasutsune Itosu was instrumental in helping make karate a part of the physical culture curriculum in Okinawa's schools, and later how Funakoshi's background as an educator and karateka made him the ideal candidate to travel to Japan to demonstrate karate.

Funakoshi describes how his extended family of 10 in Okinawa struggled to make ends meet on his teacher's salary of 3 yen a month, scraping by only because of the diligence of his wife, who grew vegetables and wove cloth to help make ends meet. His wife he tells us, also became adept at performing Karate kata, which she practiced to raise her spirits when tired (page 39)!

Funakoshi initially came to Japan to demonstrate karate, was invited to the Kodokan by Jigoro Kano and ended up teaching Kano some basic manouvers which are now included in the Judo curriculum. Perhaps it was his exposure to Judo that led him to stay in Japan and undertake the task of teaching Karate with the hope of popularizing it among the masses. Maybe he was just a teacher at heart, and he finally realized an opportunity to combine the two subjects he enjoyed--teaching and karate.

In the beginning of his stay in Japan, Funakoshi started with virtually nothing, taking employment as a groundskeeper and watchman, at times having to pawn his personal belongings for basic necessities. His efforts did eventually pay off in spite of his evidently gentlemanly good manners and lack of hard-driving salesmanship. Keio University took an interest, with Takushoku not far behind...and from here, the establishment of Funakoshi's karate began to take root in Japan.

Throughout the book author Funakoshi mentions specific events and people, peppering his writing with funny and interesting anecdotes. A first class view of a specific period in time during which an art travelled from a village in Okinawa, to Japan, then world.

12 of 12 people found the following review helpful.
Karate as it was ment to be
By K. Balla
This book is said to be the auto-biography of master Gichin Funakoshi. In his book Funakoshi describes how he was introduced to karate, how he had to sneak to his master, because Karate was forbidden by the Government. He tells short stories that happened to him (like: being attacked by thieves) and how useful Karate turned out to be through his life.

As the title says, Funakoshi's idea was that Karate trains your body and mind and is thus a way of life. Karate in his opinion is not about fighting. At the back of the book he even points out that winning 100 of 100 battles is not as praiseworthy as subduing an enemy without fighting. Karate is not fighting, it is a martial art. It is not about being strong and though against others, but against oneself.

If you believe that Karate is a fighting sport. If you believe that the tournaments and winning is all what this art is about, by all means avoid this book, for you will not understand its message. If however you are really open-minded and understand what I wrote above, you are up for an interesting read. And I believe that every Karateka should be interested in the origin of the art. That is what you will find here.

No techniques, fighting guidelines and things like this. Just the interesting stories of a gentle and reasonable Taoist that Funakoshi was.

18 of 20 people found the following review helpful.
Perfect for any karate student!
By Mike Troxel
This is probably the most important book for any student of Shotokan karate-do to read, and is extremely helpful for a student of ANY karate style or method. I first read this book when I was beginning my training, and besides Funakoshi's biography already being a very fascinating read, I found the insight into the mind of the greatest karate master in modern history to be extremely useful in understanding what Karate-Do REALLY is. (It's interesting even more still because Funakoshi doesn't really speak much on the spirit of karate-do, but reading about his life gave me more insight into the Do than any speech on the subject probably ever could.)

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"Diego Enrique Osorno pertenece a la estirpe de los grandes testigos que presencian la aniquilaci�n y escriben la historia para que no se repita." JUAN VILLORO.

En el a�o 2000, cuando el PRI dej� al fin la presidencia de M�xico, en el noreste del pa�s nacieron Los Zetas, una banda que entonces parec�a una an�cdota fugaz del mundo del narco. Doce a�os despu�s, el PRI regresa al poder y Los Zetas parecen eternos mientras libran una guerra contra el c�rtel de Sinaloa, la organizaci�n criminal m�s fortalecida durante los gobiernos panistas.

En esta aproximaci�n in�dita a una regi�n fronteriza que a diferencia de Tijuana y Ciudad Ju�rez ha sido poco documentada, Diego Enrique Osorno recorre los sitios que han padecido los mayores estragos de violencia causados por la guerra declarada por Felipe Calder�n. En un itinerario que abarca pueblos y ciudades de Nuevo Le�n y Tamaulipas, el autor habla con pobladores, generales, j�venes sicarios, alcaldes, periodistas, polic�as, empresarios, migrantes, familiares de desaparecidos y vendedores de armas. Consigue informaci�n reveladora, entre la que destacan las confesiones de �scar L�pez Olivares, el Profe, quien, junto a Juan Nepomuceno Guerra y Juan Garc�a �brego, fund� el c�rtel del Golfo.

Su relato en voz propia ofrece claves cruciales para conocer la ra�z hist�rica de lo que sucede hoy en d�a. As�, a lo largo de este viaje, el lector va conociendo c�mo durante la transici�n democr�tica fallida ocurri� el colapso de la a�eja narcopol�tica del PRI con la nueva necropol�tica del PAN. En definitiva, La guerra de Los Zetas arroja luz sobre los secretos del lugar donde se libra la batalla m�s importante del M�xico del inicio del siglo XXI.

• Sales Rank: #830958 in eBooks
• Published on: 2012-08-01
• Released on: 2012-08-01
• Format: Kindle eBook

About the Author
Diego Enrique Osorno�(Monterrey, Nuevo Le�n, 1980) es reportero del Grupo Milenio desde 2000. Estudi� periodismo en la Universidad Aut�noma de Nuevo Le�n (UANL) y ha hecho cursos en informaci�n y guerra en la Universidad Complutense de Madrid. Sus cr�nicas y reportajes sobre asuntos sociales, pol�ticos y del crimen organizado han aparecido en�Gatopardo,�Indymedia,�Nexos,�Chilango,Letras Libres,�Rebeli�n,�Replicante�y�Narco News.�
Actualmente escribe la columna “Esquirla” en�Milenio Semanal�y publica�Historias de Nadie, el blog m�s le�do de milenio.com. Bajo el sello Grijalbo ha publicado�Oaxaca sitiada�(2007),�Nosotros somos los culpables: la tragedia de la guarder�a ABC�(2010) y�El c�rtel de Sinaloa�(2010). Asimismo, coordin� la compilaci�n de cr�nicas�Pa�s de muertos�(Debate, 2011).

Most helpful customer reviews

3 of 3 people found the following review helpful.
un libro muy interesante
By Pablo L
Esta libro entretenido e interesante es para aquellos que quieren saber y conocer mas sobre este fenomeno llamado Zeta, de como esta la situacion en el noroeste del pais, de los pueblos fantasma, de como a golpeado el crimen organizado a este hermoso pais. Recomiendo La Guerra de Los Zetas y le doy un 10, 5 estrellas y 3 diamantes al escritor Diego Osorno por esta obra de arte.

2 of 2 people found the following review helpful.
The Zetas - New Rulers of Mexico
By Robert Joe Stout
"Osorno mixes reportage with personal assessent in presenting both the history and the personality of what has become Mexico's most dangerous drug organization. He relies heavily on personal experiences and interviews with victims, police, fellow journalists in prose that's occasionally quirky but precise in its details and passionate in its unveiling of events that politicians and entrepreneurs have actively tried to repress. "

0 of 0 people found the following review helpful.
Muy Interesante
By Juan Cazador
Este libro es sumamente interesante y tupido con informacion verdadera acerca del narcotrafico en Mexico. Espero que este escritor (Diego Osorno) escriba mas libros en el futuro, tiene mucho talento como periodista.

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• Sales Rank: #4878863 in Books
• Published on: 2009-07-12
• Binding: Paperback

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• Sales Rank: #3758830 in Books
• Published on: 2012-08-06
• Original language: English
• Dimensions: 10.00" h x 7.25" w x 1.00" l, 2.25 pounds
• Binding: Hardcover
• 420 pages

About the Author
Dr. Haoran Hu is the Chief Scientist at Eaton Corporation. He has over 20 years of experience in research and development of internal combustion engines, advanced powertrain systems, and emission control technologies. Simon Baseley recently retired from Bosch Rexroth Corporation after over 25 years of working in leadership positions on automotive pumps and hydraulic systems, including vehicle hybrid systems. He now works part time at the University of Michigan as a Visiting Research Investigator. Dr. Rudy Smaling currently serves as executive director of systems engineering at Cummins, responsible for implementation of systems engineering principles and processes across the corporation.

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