Cleaning Data for Effective Data Science. Doing the other 80% of the work with Python, R, and command-line tools

David Mertz

Data cleaning is the all-important first step to successful data science, data analysis, and machine learning. If you work with any kind of data, this book is your go-to resource, arming you with the insights and heuristics experienced data scientists had to learn the hard way.In a light-hearted and engaging exploration of different tools, techniques, and datasets real and fictitious, Python veteran David Mertz teaches you the ins and outs of data preparation and the essential questions you should be asking of every piece of data you work with.Using a mixture of Python, R, and common command-line tools, Cleaning Data for Effective Data Science follows the data cleaning pipeline from start to end, focusing on helping you understand the principles underlying each step of the process. You'll look at data ingestion of a vast range of tabular, hierarchical, and other data formats, impute missing values, detect unreliable data and statistical anomalies, and generate synthetic features. The long-form exercises at the end of each chapter let you get hands-on with the skills you've acquired along the way, also providing a valuable resource for academic courses.

Cleaning Excel Data With Power Query Straight to the Point. Efficient Data Cleaning Techniques in Excel Using Power Query

MrExcel's Holy Macro! Books, Oz du Soleil

This book provides a step-by-step guide to using Power Query in Excel for efficient data cleaning and transformation. Starting with an introduction to its capabilities, it explains how to import data, handle missing values, and parse text fields with ease.Advanced techniques such as merging datasets, appending data, and performing joins are explored in detail. The book also covers grouping data, creating conditional and custom columns, and reshaping data through unpivoting for analysis. Each concept is illustrated with practical examples for clarity.By the end of the book, readers will be equipped with the skills to automate repetitive tasks and streamline workflows. Whether dealing with messy data or preparing datasets for analysis, this guide ensures you can confidently tackle any Excel data transformation challenge.

Cleek of Scotland Yard

Thomas W. Hanshew

Hamilton Cleek is back or is he? Margot, Queen of the Apaches, the notorious French criminal gang, has been released on bail and vanished, Inspector Narkom of Scotland Yard has a series of inexplicable murders to solve, there is talk of revolution in Mauravania. And Cleek is missing. The stories collected here are some of the best about the clever and resourceful private detective Cleek, the man of the forty faces, who through his talents for disguise solves crime and mystery in London. Hold on to your hats for another thrilling ride as spying, murder, mysterious disappearances, jewel theft and horse theft, bombs and political intrigue rear their ugly heads. The stories range from well-done mysteries involving excellent deductive reasoning to fast-paced action tales set in exotic locales with highly romanticized villains.

Cleek. The Man of the Forty Faces

Thomas W. Hanshew

A classic mystery novel featuring Hanshews best-known creation, the consulting detective Hamilton Cleek, known as the man of the forty faces for his incredible skill at disguise. An ex-cracksman turned Scotland Yard detective, Cleeks slim and faultlessly dressed form is topped by an india-rubber-like face, of which he has remarkable control. Cleek is based in Clarges Street, London, where he is constantly consulted by Inspector Narkom of Scotland Yard. Cleek is the central figure in dozens of short stories that began to appear in 1910 and were subsequently collected in a series of books. Cleek: The Man of the Forty Faces is the first book in the saga. A wonderfully entertaining story from the turn of the century of mystery, chivalry, and intrigue. If youre looking for good mystery look no further.

Cleek. The Master Detective

Thomas W. Hanshew

Collection of several short mysteries, starring consulting detective Hamilton Cleek and his incredible skills at disguise with the assistance of his cockney assistant Dollops. Cleek is poacher-turned-gamekeeper, a master criminal who decides to turn straight and work for Scotland Yard after being stricken by the sight of a lovely, innocent young woman whose jewels he was about to pinch. Told as a fairly continuous narrative, held together by the underlying thread of Cleeks efforts to redeem himself and thus gain the affection of the woman with whom he has fallen in love. There is also another underlying thread concerning Cleeks erstwhile accomplice, Margot, and her present accomplice, Merode, as Cleek occasionally finds himself foiling their plans. Each one of these stories is a romp, some more successful than others.

Cleopatra

Georg Ebers, Mary J. Safford

Two lovers, Antony and Cleopatra want to be together despite everything. But it can not be so simple. The hero may die to be buried next to the woman he loved until the last hour. His desire was fulfilled, and love, as it turned out, never dies.

Cleopatra. Being an Account of the Fall and Vengeance of Harmachis

H. Rider Haggard

Henry Rider Haggard relies on adventure and exotic concepts. This story unfolds in the era of the Ptolemaic era of ancient Egyptian history. The line of the dynasty defended by the priesthood of Isis is trying to survive in difficult circumstances. The main character Harmachis must overthrow Cleopatra, banish the Romans and return to Egypt its former status.

Climax. Punkt kulminacyjny

Thomas B. Reverdy

To historia, która jeszcze się nie zdarzyła, choć nie fantastyka. W tej intrygującej powieści sensacyjnej czytelnik znajdzie fragmenty trzymającego w napięciu thrillera i poczuje dynamikę świetnie napisanego reportażu. Wioska rybacka z niskimi kolorowymi domami, usytuowana w cieśninie morskiej na dalekiej północy Norwegii. To tam się wszystko zaczęło: wybuch na platformie wiertniczej po drugiej stronie kanału, pęknięcie, które poważnie zagraża lodowcowi, martwe ryby. A jeśli to wszystko się ze sobą łączy? Noah, inżynier geolog pochodzący z wioski przy fiordach, gdzie miał miejsce wypadek, powraca w rodzinne strony z misją. Spotyka Anę, swoją dawną miłość, i przyjaciół z młodości, z którymi grał w gry RPG. Wtedy nosił imię Sigurd. Tak samo nazywa się przeklęta platforma