Data Mining Best Practices - May 2024

Big Data: Principles and best practices of scalable realtime data systems

SummaryBig Data teaches you to build big data systems using an architecture that takes advantage of clustered hardware along with new tools designed specifically to capture and analyze web-scale data. It describes a scalable, easy-to-understand approach to big data systems that can be built and run by a small team. Following a realistic example, this book guides readers through the theory of big data systems, how to implement them in practice, and how to deploy and operate them once they're built.Purchase of the print book includes a free eBook in PDF, Kindle, and ePub formats from Manning Pub... [Read More]

• ASIN: 1617290343
• ASIN: 1617290343
• ISBN: 1617290343
• Brand: Manning Publications
• Manufacturer: Manning Publications

Automate the Boring Stuff with Python: Practical Programming for Total Beginners

If you’ve ever spent hours renaming files or updating hundreds of spreadsheet cells, you know how tedious tasks like these can be. But what if you could have your computer do them for you?In Automate the Boring Stuff with Python, you’ll learn how to use Python to write programs that do in minutes what would take you hours to do by hand—no prior programming experience required. Once you’ve mastered the basics of programming, you’ll create Python programs that effortlessly perform useful and impressive feats of automation to:–Search for text in a file or across multiple files–Creat... [Read More]

• ASIN: B00WJ049VU
• ASIN: B00WJ049VU
• Manufacturer: No Starch Press

Hands-On Machine Learning with Scikit-Learn and TensorFlow: Concepts, Tools, and Techniques to Build Intelligent Systems

Graphics in this book are printed in black and white.Through a series of recent breakthroughs, deep learning has boosted the entire field of machine learning. Now, even programmers who know close to nothing about this technology can use simple, efficient tools to implement programs capable of learning from data. This practical book shows you how.By using concrete examples, minimal theory, and two production-ready Python frameworks—scikit-learn and TensorFlow—author Aurélien Géron helps you gain an intuitive understanding of the concepts and tools for building intelligent systems. You’l... [Read More]

• ASIN: 1491962291
• ASIN: 1491962291
• ISBN: 1491962291
• Brand: O'Reilly Media
• Manufacturer: O'Reilly Media

Data Analytics: 5 Books in 1- Bible of 5 Manuscripts- Beginner's Guide+ Tips and Tricks+ Effective Strategies+ Best Practices to learn Data Analytics Efficiently+ Advanced strategies

It doesn’t matter if your business has three employees or three hundred, you are likely generating far more information that you may realize, and certainly far more than you are likely tracking effectively. Understanding what this data truly means starts with managing it successfully which is where the process of data analytics comes into play. If you like the sound of putting your data to good use, but aren’t quite sure what the ins and outs of data analytics entails then Data Analytics: 4 Books in 1- Bible of 4 Manuscipts- Beginner's Guide+ Tips and Tricks+ Effective Strategies+ Best Pra... [Read More]

• ASIN: B07JBBSK8L
• ASIN: B07JBBSK8L

Pattern Recognition and Machine Learning (Information Science and Statistics)

This is the first textbook on pattern recognition to present the Bayesian viewpoint. The book presents approximate inference algorithms that permit fast approximate answers in situations where exact answers are not feasible. It uses graphical models to describe probability distributions when no other books apply graphical models to machine learning. No previous knowledge of pattern recognition or machine learning concepts is assumed. Familiarity with multivariate calculus and basic linear algebra is required, and some experience in the use of probabilities would be helpful though not essential... [Read More]

• ASIN: 0387310738
• ASIN: 0387310738
• ISBN: 0387310738
• Brand: imusti
• Manufacturer: Springer

Python Crash Course: A Hands-On, Project-Based Introduction to Programming

Python Crash Course is a fast-paced, thorough introduction to Python that will have you writing programs, solving problems, and making things that work in no time.In the first half of the book, you’ll learn about basic programming concepts, such as lists, dictionaries, classes, and loops, and practice writing clean and readable code with exercises for each topic. You’ll also learn how to make your programs interactive and how to test your code safely before adding it to a project. In the second half of the book, you’ll put your new knowledge into practice with three substantial projects:... [Read More]

• ASIN: B018UXJ9RI
• ASIN: B018UXJ9RI
• Manufacturer: No Starch Press

Machine Learning : A Complete Exploration of Highly Advanced Machine Learning Concepts, Best Practices and Techniques

Do you know how to build a Machine Learning Algorithm in Python?Have you learned how to build a Neural Network in Python?If you have read the first three books in the series, you will know how to do both those things. If you want to learn more about the concepts related to Machine Learning, and some subjects and concepts that are linked to Machine Learning, you have come to the right place.Over the course of the book, you will gather information on the following:Subjects linked to Machine LearningArtificial IntelligenceBig DataBuilding Generic Algorithms in PythonActivation functions used to b... [Read More]

• ASIN: B07N5KP71V
• ASIN: B07N5KP71V

Deep Learning (Adaptive Computation and Machine Learning series)

An introduction to a broad range of topics in deep learning, covering mathematical and conceptual background, deep learning techniques used in industry, and research perspectives.“Written by three experts in the field, Deep Learning is the only comprehensive book on the subject.”―Elon Musk, cochair of OpenAI; cofounder and CEO of Tesla and SpaceXDeep learning is a form of machine learning that enables computers to learn from experience and understand the world in terms of a hierarchy of concepts. Because the computer gathers knowledge from experience, there is no need for a human compute... [Read More]

• ASIN: 0262035618
• ASIN: 0262035618
• ISBN: 0262035618
• Brand: The MIT Press
• Manufacturer: The MIT Press

SQL Cookbook: Query Solutions and Techniques for Database Developers (Cookbooks (O'Reilly))

• ASIN: B0026OR3KI
• ASIN: B0026OR3KI
• Manufacturer: O'Reilly Media

Deep Learning, Vol. 1: From Basics to Practice

People are using the tools of deep learning to change how we think about science, art, engineering, business, medicine, and even music. This book is for people who want to understand this field well enough to create deep learning systems, train them, and then use them with confidence to make their own contributions.The book takes a friendly, informal approach. Our goal is to make the ideas of this field simple and accessible to everyone, as shown in the Table of Contents below.Since most practitioners today use one of several free, open-source deep-learning libraries to build their systems, th... [Read More]

• ASIN: B079XSQNRX
• ASIN: B079XSQNRX

Data Science for Business: What You Need to Know about Data Mining and Data-Analytic Thinking

Written by renowned data science experts Foster Provost and Tom Fawcett, Data Science for Business introduces the fundamental principles of data science, and walks you through the "data-analytic thinking" necessary for extracting useful knowledge and business value from the data you collect. This guide also helps you understand the many data-mining techniques in use today.Based on an MBA course Provost has taught at New York University over the past ten years, Data Science for Business provides examples of real-world business problems to illustrate these principles. You’ll not only learn how... [Read More]

• ASIN: 1449361323
• ASIN: 1449361323
• ISBN: 1449361323
• Brand: imusti
• Manufacturer: O'Reilly Media

Introduction to Machine Learning with Python: A Guide for Data Scientists

Machine learning has become an integral part of many commercial applications and research projects, but this field is not exclusive to large companies with extensive research teams. If you use Python, even as a beginner, this book will teach you practical ways to build your own machine learning solutions. With all the data available today, machine learning applications are limited only by your imagination.You’ll learn the steps necessary to create a successful machine-learning application with Python and the scikit-learn library. Authors Andreas Müller and Sarah Guido focus on the practical... [Read More]

• ASIN: 1449369413
• ASIN: 1449369413
• ISBN: 1449369413
• Manufacturer: O'Reilly Media

Data Mining Techniques: For Marketing, Sales, and Customer Relationship Management

The leading introductory book on data mining, fully updated and revised! When Berry and Linoff wrote the first edition of Data Mining Techniques in the late 1990s, data mining was just starting to move out of the lab and into the office and has since grown to become an indispensable tool of modern business. This new edition--more than 50% new and revised-- is a significant update from the previous one, and shows you how to harness the newest data mining methods and techniques to solve common business problems. The duo of unparalleled authors share invaluable advice for improving response rate... [Read More]

• ASIN: 0470650931
• ASIN: 0470650931
• ISBN: 0470650931
• Brand: imusti
• Manufacturer: Wiley

Behind Every Good Decision: How Anyone Can Use Business Analytics to Turn Data into Profitable Insight

So you’re not a numbers person? No worries! You say that you can’t understand how to read, let alone implement, these complex software programs that crunch all the data and spit out . . . more data? Not a problem either! There is a costly misconception in business today--that the only data that matters is BIG data, and that elaborate tools and data scientists are required to extract any practical information. But actually, nothing could be further from the truth.In Behind Every Good Decision, authors and analytics experts Piyanka Jain and Puneet Sharma demystify the process of business ana... [Read More]

• ASIN: B00KVO2C88
• ASIN: B00KVO2C88
• Manufacturer: AMACOM

Data Visualization: A Practical Introduction

An accessible primer on how to create effective graphics from dataThis book provides students and researchers a hands-on introduction to the principles and practice of data visualization. It explains what makes some graphs succeed while others fail, how to make high-quality figures from data using powerful and reproducible methods, and how to think about data visualization in an honest and effective way.Data Visualization builds the reader’s expertise in ggplot2, a versatile visualization library for the R programming language. Through a series of worked examples, this accessible primer then... [Read More]

• ASIN: 0691181624
• ASIN: 0691181624
• ISBN: 0691181624
• Manufacturer: Princeton University Press

Data Science for Business : What You Need to Know about Data Mining and Data-Analytic Thinking

Written by renowned data science experts Foster Provost and Tom Fawcett, Data Science for Business introduces the fundamental principles of data science, and walks you through the "data-analytic thinking" necessary for extracting useful knowledge and

• UPC: 24650599
• Rating: 3.875

Data Mining for Business Analytics : Concepts, Techniques, and Applications in R

Data Mining for Business Analytics: Concepts, Techniques, and Applications in R presents an applied approach to data mining concepts and methods, using R software for illustration Readers will learn how to implement a variety of

• UPC: 56176050

Introduction to Data Mining

9780133128901

• UPC: 21920276

Text Mining in Practice with R

A reliable, cost-effective approach to extracting priceless business information from all sources of text Excavating actionable business insights from data is a complex undertaking, and that complexity is magnified by an order of magnitude when

• UPC: 55992338

Big Data : Principles and Best Practices of Scalable Realtime Data Systems

Teaches readers how to build big data systems using Lambda Architecture, an architecture designed specifically to capture and analyze web-scale

• UPC: 21851283
• Rating: 5.0

Data Mining Techniques : For Marketing, Sales, and Customer Relationship Management

Berry's name appears first on the 2nd

• UPC: 15182364
• Rating: 5.0

Il Data mining e gli algoritmi di classificazione - eBook

In questo libro è descritto il processo utilizzato per interpretare una base di dati, processo che permette di scovare regole nascoste, risalendo fino al modello che ne rappresenta al meglio le dinamiche. Il Data mining

• UPC: 950230320

Building Winning Algorithmic Trading Systems, + Website : A Trader's Journey from Data Mining to Monte Carlo Simulation to Live Trading

"Award-winning trader Kevin Davey explains how he evolved from a discretionary to a systems trader and began generating triple-digit annual returns. An inveterate systems developer, Davey explains the process of generating a trading idea, validating

• UPC: 35572958

Predictive Analytics and Data Mining : Concepts and Practice with Rapidminer

Put Predictive Analytics into Action Learn the basics of Predictive Analysis and Data Mining through an easy to understand conceptual framework and immediately practice the concepts learned using the open source RapidMiner tool. Whether you

• UPC: 39394614

Data Science: What the Best Data Scientists Know about Data Analytics, Data Mining, Statistics, Machine Learning, and Big Data - Tha

Data Science: What the Best Data Scientists Know about Data Analytics, Data Mining, Statistics, Machine Learning, and Big Data -

• UPC: 519301451

Feature Selection Methods Best Practices: Data mining Approach by Subramanian Ap

• UPC: 381462308222
• Category: Nonfiction
• Price: 76 USD