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Data Cleaning: The Ultimate Practical Guide

Data Cleaning: The Ultimate Practical Guide

Transform your data woes into wins with "Data Cleaning: The Ultimate Practical Guide - From Dirty Data to Clean Data." No more staring blankly at error messages or struggling to make sense of messy datasets. This friendly and approachable guide is your passport to mastering the art of data cleaning.Ever wondered what makes data 'dirty' or 'clean'? This book dives deep into demystifying these concepts, equipping you with the knowledge to identify and eliminate errors efficiently. Learn how to prevent common data pitfalls from sneaking into your analyses, ensuring your data is not just clean but also primed for impactful insights.Forget dense technical jargon—this guide speaks your language. Perfect for beginners and seasoned professionals alike, it breaks down complex processes into simple, actionable steps. From understanding the phases of data cleaning to mastering essential pre-processing techniques, each chapter is crafted to empower you with practical skills.Discover:- The 4 crucial phases of data cleaning- 6 common types of dirty data and how to address them- Insights into 5 data collection methods and a streamlined 5-step cleaning process- Effective data pre-processing using straightforward summary statisticsWhether you're a researcher, analyst, or simply curious about optimizing your data practices, this book is your go-to resource. By the time you finish reading, you'll possess a comprehensive understanding of data preparation—empowering you to unleash the true potential of your analyses.Ready to elevate your data skills? Don't wait—order "Data Cleaning: The Ultimate Practical Guide" today and take the first step towards cleaner, more impactful data analysis!

Errors of Regression Models

Errors of Regression Models

Unlock the secrets to precise statistical insights with "Errors of Regression Models: One Stat to Rule Them All." Whether you're new to statistics or aiming to sharpen your predictive modeling skills, this book is your ultimate guide to mastering regression analysis without the confusion.Forget the crystal ball—understanding statistical measures shouldn't feel like a mystery. In this friendly and approachable guide, you'll learn exactly how to select the right statistic to gauge the accuracy of your regression-based predictions. No more second-guessing which approach to use—discover the definitive measure that delivers clarity and confidence.Navigate through a family of related statistics, each with its loyal supporters. While every measure has its merits, this book demystifies why one statistic stands out as the gold standard for evaluating predictive models. From understanding their strengths and weaknesses to mastering calculation and interpretation techniques, you'll gain a comprehensive understanding of each method.Written in clear, plain English and free from technical jargon, "Errors of Regression Models" is designed to empower beginners and enthusiasts alike. Whether you're a researcher, analyst, or student, this book equips you with practical skills to assess model accuracy with ease.Ready to elevate your statistical prowess? Dive into "Errors of Regression Models" today and uncover the essential tool for refining your predictive modeling strategies. Don't miss out—order your copy now and take the guesswork out of statistical analysis!

Associations and Correlations

Associations and Correlations

Discover the story of your data using the essential elements of associations and correlationsKey FeaturesGet a comprehensive introduction to associations and correlationsExplore multivariate analysis, understand its limitations, and discover the assumptions on which it’s basedGain insights into the various ways of preparing your data for analysis and visualizationBook DescriptionAssociations and correlations are ways of describing how a pair of variables change together as a result of their connection. By knowing the various available techniques, you can easily and accurately discover and visualize the relationships in your data. This book begins by showing you how to classify your data into the four distinct types that you are likely to have in your dataset. Then, with easy-to-understand examples, you’ll learn when to use the various univariate and multivariate statistical tests. You’ll also discover what to do when your univariate and multivariate results do not match. As the book progresses, it describes why univariate and multivariate techniques should be used as a tag team, and also introduces you to the techniques of visualizing the story of your data. By the end of the book, you’ll know exactly how to select the most appropriate univariate and multivariate tests, and be able to use a single strategic framework to discover the true story of your data. What you will learnIdentify a dataset that’s fit for analysis using its basic featuresUnderstand the importance of associations and correlationsUse multivariate and univariate statistical tests to confirm relationshipsClassify data as qualitative or quantitative and then into the four subtypesBuild a visual representation of all the relationships in the datasetAutomate associations and correlations with CorrelVizWho this book is forThis is a book for beginners – if you’re a novice data analyst or data scientist, then this is a great place to start. Experienced data analysts might also find value in this title, as it will recap the basics and strengthen your understanding of key concepts. This book focuses on introducing the essential elements of association and correlation analysis.

The Unwanted Undead Adventurer (Manga) Volume 10

The Unwanted Undead Adventurer (Manga) Volume 10

Rentt and Lorraine’s search for the roots of his divinity have brought them to Rentt’s childhood home of Hathara, but the nostalgic surroundings evoke memories of his past. Just as a harrowing encounter with a dragon set him upon the path of undeath, it was a wolf, a hero, and a girl named Jinlin who once inspired Rentt’s dream of becoming a Mithril-class adventurer.Dive into our undead hero’s tragic backstory in The Unwanted Undead Adventurer Volume 10!

The Idaten Deities Know Only Peace Vol. 7

The Idaten Deities Know Only Peace Vol. 7

The clash between gods and demons concludes, and the surviving demons are split up. Some remain on the run, others begin their nefarious plots, while a few indulge in pleasure. Meanwhile, with Rin in no mood to battle, Hayato, Paula, and Gill continue their training. However, trouble looms as pure-blooded demons start reproducing, and Miku--the brains of the remaining demons--begins to stage a comeback!

The Unwanted Undead Adventurer (Manga) Volume 8

The Unwanted Undead Adventurer (Manga) Volume 8

When Rentt, the undead adventurer, last saw vampire hunter Nive Maris, she warned him that vampires would soon attack the city of Maalt. Rentt begins to prepare for that possibility by collaborating with the adventurer’s guild, but Lorraine suggests he find the source of his divinity first in order to strengthen his abilities. They decide to visit Rentt’s hometown of Hathara to find that source, but before that, Rentt has to gather materials for Alize’s new wand. He goes to the New Moon Dungeon to do so and reaches a mine on the fourth floor. However, once there he encounters something unexpected and legendary—an earth dragon!Find out if Rentt gets swallowed yet again by a dragon in volume 8 of The Unwanted Undead Adventurer manga!

The Unwanted Undead Adventurer (Manga) Volume 11

The Unwanted Undead Adventurer (Manga) Volume 11

Rentt’s past has been laid bare, but our undead hero is not one to let bygone memories stop him from moving forward. He and Lorraine head toward the reason for his homecoming: the shrine that keeps the secret of Rentt’s divinity.Rentt’s old teachers, however, have a thing or two to impart upon him now that he’s back, and they’re not afraid of beating their lessons into him—literally. The village of Hathara hides a momentous secret, but if Rentt wants to discover the truth, the student will have to overcome his old masters!

Navy SEAL’s Guide to Surviving Invasions, Civil War, and World War III

Navy SEAL’s Guide to Surviving Invasions, Civil War, and World War III

The phrase "The British are coming" is attributed to Paul Revere, a colonial Boston silversmith and patriot who was among several riders who sounded the alarm that the British Regulars were coming to attack the American colonies. On the night of April 18, 1775, Revere and William Dawes set out on horseback from Boston to warn the colonists that the British were planning to march on Concord to seize American military supplies. Revere rode through the countryside, waking sleeping towns and farms, and shouting his famous warning, "The British are coming! The British are coming!" remains an iconic symbol of American rebellion and a war cry to all American citizen soldiers. Citizen Soldiers defend themselves and their homeland against a numerically superior and better-armed invading force or host governments and dictatorships gone crazy. While they might be outgunned in larger battles, Citizen Soldiers can create an advantage over the invaders in smaller encounters with an intimate knowledge of the countryside, time to prepare defenses, and support from the local population. The most critical mindset for a Citizen Soldier is preparation and relentless awareness of the threats to his homeland. Today’s civilian is tomorrow’s Citizen Soldier, and you can begin training to learn the necessary skills. From marksmanship to fieldcraft, camouflage, disguise, covert communications, cyber safety, escape routes, navigation, etc., the time to start learning is now.

Did I Seriously Just Get Reincarnated as My Gag Character?! (Manga) Volume 3

Did I Seriously Just Get Reincarnated as My Gag Character?! (Manga) Volume 3

The truth behind the strange events in Yolno Forest has been revealed! Much to Nacht's surprise, the lake she accidentally evaporated upon her arrival in this world was important after all. An ancient demon has been awakened from a long slumber under its waters. Her first order of business? Revenge on humanity!Nacht and Aisha then join the adventurers of Free Market City in their desperate attempt to defend themselves against the demon and her army of monsters. Nacht could handle it on her own, but her beloved Aisha is tired of being treated like a child. This time, she refuses to leave everything to her mistress!

Cooking With Wild Game (Manga) Vol. 5

Cooking With Wild Game (Manga) Vol. 5

Welcome to Giba Burger, home of the giba burger, can I take your order?Asuta's got a food cart in the city, but that doesn't do him much good if he can't attract customers. What's a guy got to do to make an impression around here?

Cooking With Wild Game (Manga) Vol. 4

Cooking With Wild Game (Manga) Vol. 4

Do a Little Business!When a visitor to the Forest's Edge gets a taste of Asuta's cooking, things quickly start taking off for the young chef! With an offer to fund a food cart on the table, can Asuta create a killer recipe to sell hungry denizens in the City of Stone - or will they write off the Giba King without a second glance?

True Crime Ultimate Collection: The Stories of Real Murders & Mysteries

True Crime Ultimate Collection: The Stories of Real Murders & Mysteries

This carefully crafted ebook: "True Crime Ultimate Collection: The Stories of Real Murders & Mysteries" is formatted for your eReader with a functional and detailed table of contents. Edgar Wallace (1875-1932) was an English writer. As well as journalism, Wallace wrote screen plays, poetry, historical non-fiction, 18 stage plays, 957 short stories and over 170 novels, 12 in 1929 alone. More than 160 films have been made of Wallace's work. Table of Contents: The Secret of the Moat Farm (1924) The Murder on Yarmouth Sands (1924) The Great Bank of England Frauds (1924) The Trial of the Seddons (1924) Herbert Armstrong - Poisoner (1924) The Suburban Lothario (1928) Excerpt: "There is no more dangerous criminal than a small larcenist who has escaped the consequence of his offences, through, as he believes, his own dexterity and skill. Having this good opinion of himself, he progresses from crime to crime, until there comes a moment when he finds no other escape from the consequences of his meanness and folly than the destruction of a human life which, as he believes, stands between himself and freedom. And so confident is he in his own genius for evasion that he will plan the most diabolical of crimes, perfectly satisfied in his mind that the success which has attended the commission of minor offences will not desert his efforts to evade the penalty of his supreme villainy."