TOP 10 Data Mining Best Practices Results at 10Bestify.com
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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 Publications.About the BookWeb-scale applications like social networks, real-time analytics, or e-commerce sites deal with a lot of data, whose volume and velocity exceed the limits of traditional databa... [Read More] Data Mining Best Practices
- ASIN: 1617290343
- ASIN: 1617290343
- ISBN: 1617290343
- Brand: Manning Publications
- Manufacturer: Manning Publications
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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–Create, update, move, and rename files and folders–Search the Web and download online content–Update and format data in Excel spreadsheets of any size–Split, merge, watermark, and encrypt PDFs–Send... [Read More] Data Mining Best Practices
- ASIN: B00WJ049VU
- ASIN: B00WJ049VU
- Manufacturer: No Starch Press
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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’ll learn a range of techniques, starting with simple linear regression and progressing to deep neural networks. With exercises in each chapter to help you apply what you’ve learned, all you need is p... [Read More] Data Mining Best Practices
- ASIN: 1491962291
- ASIN: 1491962291
- ISBN: 1491962291
- Brand: O'Reilly Media
- Manufacturer: O'Reilly Media
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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 Practices to learn Data Analytics Efficiently, will be your perfect learning guide.On average, there are roughly two quintillion bytes worth of new data created each and every day which means that knowin... [Read More] Data Mining Best Practices
- ASIN: B07JBBSK8L
- ASIN: B07JBBSK8L
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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 as the book includes a self-contained introduction to basic probability theory. Data Mining Best Practices
- ASIN: 0387310738
- ASIN: 0387310738
- ISBN: 0387310738
- Brand: imusti
- Manufacturer: Springer
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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: a Space Invaders–inspired arcade game, data visualizations with Python’s super-handy libraries, and a simple web app you can deploy online.As you work through Python Crash Course you’ll learn h... [Read More] Data Mining Best Practices
- ASIN: B018UXJ9RI
- ASIN: B018UXJ9RI
- Manufacturer: No Starch Press
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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 build Neural NetworksBuilding a Neural Network in RThe information in this book will help you learn more about Machine Learning. You should now be able to link some of the concepts in Machine Learning ... [Read More] Data Mining Best Practices
- ASIN: B07N5KP71V
- ASIN: B07N5KP71V
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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 computer operator to formally specify all the knowledge that the computer needs. The hierarchy of concepts allows the computer to learn complicated concepts by building them out of simpler ones; a graph of t... [Read More] Data Mining Best Practices
- ASIN: 0262035618
- ASIN: 0262035618
- ISBN: 0262035618
- Brand: The MIT Press
- Manufacturer: The MIT Press
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SQL Cookbook: Query Solutions and Techniques for Database Developers (Cookbooks (O'Reilly))
Data Mining Best Practices
- ASIN: B0026OR3KI
- ASIN: B0026OR3KI
- Manufacturer: O'Reilly Media
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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, the hard part isn't in the programming. Rather, it's knowing what tools to use, and when, and how. Building a working deep learning system requires making a series of technically informed choices, and w... [Read More] Data Mining Best Practices
- ASIN: B079XSQNRX
- ASIN: B079XSQNRX
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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 to improve communication between business stakeholders and data scientists, but Data Mining Best Practices Data Science for Business : What You Need to Know About Data Mining and Data-Analytic Thinking
- UPC: 24650599
- Rating: 3.875
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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 popular data mining algorithms in R (a free and open-source software) to tackle business problems and opportunities. This is the fifth version of this successful text, and the first using R. It covers both statistical and machine learning algorithms for prediction, classification, visualization, dimension reduction, recommender systems, clustering, text mining and network analysis. It also includes: Two new co-authors, Inbal Yahav and Casey Lichtendahl, who Data Mining Best Practices 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 illustrationReaders will learn how to implement a variety of popular data mining algorithms in R (a free and open-source software) to tackle business problems and opportunities.This is the fifth version of this successful text, and the first using R. It covers both statistical and machine learning algorithms for prediction, classification, visualization, dimension reduction, recommender systems, clustering, text mining and network analysis. It also includes:Two new co-authors, Inbal Yahav and Casey Lichtendahl, who bring both expertise
- UPC: 56176050
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Introduction to Data Mining
9780133128901 Data Mining Best Practices Introducing the fundamental concepts and algorithms of data mining Introduction to Data Mining, 2nd Edition , gives a comprehensive overview of the background and general themes of data mining and is designed to be useful to students, instructors, researchers, and professionals. Presented in a clear and accessible way, the book outlines fundamental concepts and algorithms for each topic, thus providing the reader with the necessary background for the application of data mining to real problems. The text helps readers understand the nuances of the subject, and includes important sections on classification, association analysis, and cluster analysis. This edition improves
- UPC: 21920276
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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 the focus is on documents and other text information. This book takes a practical, hands-on approach to teaching you a reliable, cost-effective approach to mining the vast, untold riches buried within all forms of text using R. Author Ted Kwartler clearly describes all of the tools needed to perform text mining and shows you how to use them to identify practical business applications to get Data Mining Best Practices A reliable, cost-effective approach to extracting priceless business information from all sources of textExcavating actionable business insights from data is a complex undertaking, and that complexity is magnified by an order of magnitude when the focus is on documents and other text information. This book takes a practical, hands-on approach to teaching you a reliable, cost-effective approach to mining the vast, untold riches buried within all forms of text using R.Author Ted Kwartler clearly describes all of the tools needed to perform text mining and shows you how to use them to identify practical business applications to get your creative
- UPC: 55992338
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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 Data Mining Best Practices Big Data
- UPC: 21851283
- Rating: 5.0
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Feature Selection Methods Best Practices: Data mining Approach by Subramanian Ap
- UPC: 381462308222
- Category: Nonfiction
- Price: 76 USD
Best Practices in Data Mining & Link Analysis
In January, 2016, Crime Tech Solutions - Your Source for Investigation Software - proudly offered a free informational webinar to members of International Association of Crime Analysts (IACA). Wit... link analysis,link visualization,data mining,intelligence software,crime analysis,crime analytics...
Big Data Trends and Best Practices
An expert in Big Data discusses key data analytics trends and also provides best practices for companies seeking to improve their data mining. Datamation,big data,data analytics,cloud computing
007. Machine learning best practices we've learned from hundreds of competitions - Ben Hamner
Ben Hamner is Chief Scientist at Kaggle, leading its data science and development teams. He is the principal architect of many of Kaggle's most advanced machine learning projects including current ... Yandex,Яндекс,Machine learning
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