Data Mining: Practical Machine Learning Tools and Techniques, Fourth Edition, offers a thorough grounding in machine learning concepts, along with practical advice on applying these tools and techniques in real-world data mining situations. This highly anticipated fourth edition of the most acclaimed work on data mining and machine learning teaches readers everything they need to know to get going, from preparing inputs, interpreting outputs, evaluating results, to the algorithmic methods at the heart of successful data mining approaches. Extensive updates reflect the technical changes and mod... [Read More]
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]
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 l... [Read More]
Data Mining for Business Analytics: Concepts, Techniques, and Applications with JMP Pro® presents an applied and interactive approach to data mining. Featuring hands-on applications with JMP Pro®, a statistical package from the SAS Institute, the bookuses engaging, real-world examples to build a theoretical and practical understanding of key data mining methods, especially predictive models for classification and prediction. Topics include data visualization, dimension reduction techniques, clustering, linear and logistic regression, classification and regression trees, discriminant analys... [Read More]
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]
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]
Alfred's Basic Adult All-in-One Course is designed for use with a piano instructor for the beginning student looking for a truly complete piano course. It is a greatly expanded version of Alfred's Basic Adult Piano Course that will include lesson, theory, and technique in a convenient, "all-in-one" format. This comprehensive course adds such features as isometric hand exercises, finger strengthening drills, and written assignments that reinforce each lesson's concepts. There is a smooth, logical progression between each lesson, a thorough explanation of chord theory and playing styles, and out... [Read More]
Machine learning (ML) is changing virtually every aspect of our lives. Today ML algorithms accomplish tasks that until recently only expert humans could perform. As it relates to finance, this is the most exciting time to adopt a disruptive technology that will transform how everyone invests for generations. Readers will learn how to structure Big data in a way that is amenable to ML algorithms; how to conduct research with ML algorithms on that data; how to use supercomputing methods; how to backtest your discoveries while avoiding false positives. The book addresses real-life problems faced ... [Read More]
Summary Deep Learning with Python introduces the field of deep learning using the Python language and the powerful Keras library. Written by Keras creator and Google AI researcher François Chollet, this book builds your understanding through intuitive explanations and practical examples. Purchase of the print book includes a free eBook in PDF, Kindle, and ePub formats from Manning Publications. About the Technology Machine learning has made remarkable progress in recent years. We went from near-unusable speech and image recognition, to near-human accuracy. We went from machines that couldn't ... [Read More]
Sometimes my heart feels like a big yellow star, shiny and bright.I smile from ear to ear and twirl around so fast,I feel as if I could take off into the sky.This is when my heart is happy. Happiness, sadness, bravery, anger, shyness . . . our hearts can feel so many feelings! Some make us feel as light as a balloon, others as heavy as an elephant. In My Heart explores a full range of emotions, describing how they feel physically, inside. With language that is lyrical but also direct, toddlers will be empowered by this new vocabulary and able to practice articulating and identifying their own ... [Read More]
Key FeaturesSecond edition of the bestselling book on Machine LearningA practical approach to key frameworks in data science, machine learning, and deep learningUse the most powerful Python libraries to implement machine learning and deep learningGet to know the best practices to improve and optimize your machine learning systems and algorithmsBook DescriptionMachine learning is eating the software world, and now deep learning is extending machine learning. Understand and work at the cutting edge of machine learning, neural networks, and deep learning with this second edition of Sebastian Rasc... [Read More]
From beginning home baker to artisanal bread makerBaking a perfect loaf of bread is part science and part magic. Created from four simple ingredients of flour, yeast, water, and salt, breadmaking is one of the most difficult (and delicious) baking endeavors. Bread Baking for Beginners is a rare bread cookbook for true beginners to keep their bread baking on the rise.Complete with step-by-step photographs and straightforward instructions, this beautiful bread cookbook offers a tasty collection of recipes for kneaded, no-knead, and enriched breads. In addition to important info on everything fro... [Read More]
For many researchers, Python is a first-class tool mainly because of its libraries for storing, manipulating, and gaining insight from data. Several resources exist for individual pieces of this data science stack, but only with the Python Data Science Handbook do you get them all—IPython, NumPy, Pandas, Matplotlib, Scikit-Learn, and other related tools.Working scientists and data crunchers familiar with reading and writing Python code will find this comprehensive desk reference ideal for tackling day-to-day issues: manipulating, transforming, and cleaning data; visualizing different types o... [Read More]
NATIONAL BESTSELLER ** USA Today Bestseller ** Los Angeles Times Bestseller ** Wall Street Journal BestsellerA lively and practical guide to sell anything and up your business game from one of the top realtors in the world and costar of Bravo's Million Dollar Listing: New York and Sell It Like Serhant."Ryan is not only charming and hilarious, he could sell milk to a cow. This book is going to be very helpful and humorous to a lot of people looking to up their business game." - Andy Cohen, host of Watch What Happens Live... and New York Times bestselling author of SuperficialRyan Serhant was a ... [Read More]
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
Productivity Masterclass offers numerous extremely useful tips that can genuinely help you get rid of or change your non-productive behaviors and get the best results from your actions. After reading this you will have a
Main products of our company :electric, home,toy,clother ,etc. Since its foundation ,the company keeps living up to the belief of :"honest selling ,best quality ,people-orientation and benefits to customers. "We are doing everything to offer
Leadership starts with building a foundation that sets the stage for business to achieve its goals while creating an employee-friendly environment. Highly successful CEOs of small business understand that implementing systems frees them up to
Summary Introducing Data Science teaches you how to accomplish the fundamental tasks that occupy data scientists. Using the Python language and common Python libraries, you'll experience firsthand the challenges of dealing with data at scale
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