❴BOOKS❵ ⚡ Data Mining: The Textbook Author Charu C Aggarwal – Ingos.pro This textbook explores the different aspects of data mining from the fundamentals to the complex data types and their applications capturing the wide diversity of problem domains for data mining issueThis textbook explores the different aspects of data mining from the fundamentals to the complex data types and their applications capturing the wide diversity of problem domains for data mining issues It goes beyond the traditional focus on data mining problems to introduce advanced data types such as text time series discrete seuences spatial data graph data and social networks Until now no single book has addressed all these topics in a comprehensive and integrated way The chapters of this book fall into one of three categories Fundamental chapters Data mining has four main problems which correspond to clustering classification association pattern mining and outlier analysis These chapters comprehensively discuss a wide variety of methods for these problemsDomain chapters These chapters discuss the specific methods used for different domains of data such as text data time ser.

Ies data seuence data graph data and spatial dataApplication chapters These chapters study important applications such as stream mining Web mining ranking recommendations social networks and privacy preservation The domain chapters also have an applied flavorAppropriate for both introductory and advanced data mining courses Data Mining The Textbook balances mathematical details and intuition It contains the necessary mathematical details for professors and researchers but it is presented in a simple and intuitive style to improve accessibility for students and industrial practitioners including those with a limited mathematical background Numerous illustrations examples and exercises are included with an emphasis on semantically interpretable examplesPraise for Data Mining The Textbook As I read through this book I have already decided to use it in my classes This is a book wr.

data book mining: mobile textbook download Data Mining: pdf Data Mining: The Textbook ePUBIes data seuence data graph data and spatial dataApplication chapters These chapters study important applications such as stream mining Web mining ranking recommendations social networks and privacy preservation The domain chapters also have an applied flavorAppropriate for both introductory and advanced data mining courses Data Mining The Textbook balances mathematical details and intuition It contains the necessary mathematical details for professors and researchers but it is presented in a simple and intuitive style to improve accessibility for students and industrial practitioners including those with a limited mathematical background Numerous illustrations examples and exercises are included with an emphasis on semantically interpretable examplesPraise for Data Mining The Textbook As I read through this book I have already decided to use it in my classes This is a book wr.

PDF/EPUB Charu C Aggarwal ✓ Data Mining: The Textbook PDF/EPUB ½ Data Mining: ✓ data book, mining: mobile, textbook download, Data Mining: pdf, Data Mining: The Textbook ePUBAn excellent book with extensive and exhaustive topics coveredMy purpose of study was not academic but practical and the books serves as an excellent guide The euations are followed by intuitions and explanations which are thorough and step by step but not rudimentary You might still need basics of algebra and probability up in your artilleryThe book comes in hardcover with excellent binding with thick papers which brings value to the price worth 5400Recommend

PDF/EPUB Charu C Aggarwal ✓ Data Mining: The Textbook PDF/EPUB ½ Data Mining: ✓ data book, mining: mobile, textbook download, Data Mining: pdf, Data Mining: The Textbook ePUBDo not buy the Kindle edition of this book On my kindle HDX the formulas are very small and it is impossible to read them without a magnifying glass If the text size is increased the formulas still stay small I really regret that I have bought this book in the kindle edition The sad thing is that springer offers this book in pdf format and in that format the formulas are nicely set Unfortunately I discovered this only when it was too late and I had already bought the kindle edition It is really a shame that has done such a poor job to this book

PDF/EPUB Charu C Aggarwal ✓ Data Mining: The Textbook PDF/EPUB ½ Data Mining: ✓ data book, mining: mobile, textbook download, Data Mining: pdf, Data Mining: The Textbook ePUBMe gusto el libro muy facil de entender si no tienes tanto conocimiento del tema pero a la vez tiene temas avanzados ue se pueden comprender

PDF/EPUB Charu C Aggarwal ✓ Data Mining: The Textbook PDF/EPUB ½ Data Mining: ✓ data book, mining: mobile, textbook download, Data Mining: pdf, Data Mining: The Textbook ePUBThis is an excellent book both in depth and breadth ofthe topics covered It gives descriptions analyses and insightsabout the most popular algorithms on various topics and it coversmany areas than most books The book is well integrated acrossthe broad diversity of topics that are covered and co

PDF/EPUB Charu C Aggarwal ✓ Data Mining: The Textbook PDF/EPUB ½ Data Mining: ✓ data book, mining: mobile, textbook download, Data Mining: pdf, Data Mining: The Textbook ePUBThis is an excellent survey of analytics and data mining models; it's unsuitable as a first book on the topic but would be excellent as a 3rd or 4th The great strength is the organized taxonomy in which techniues and subcomponents of techniues are presented This also leads to some idiosyncracies such as calling linear regression an advanced special case of classification which is not a main