Thread: Ebook Collections Update Daily

pdf | 9.76 MB | English | Isbn:‎ 978-1492032649 | Author: Aur?lien G?ron | Year: 2019

Description:

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 Tensor Flow-author Aur?lien G?ron 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 programming experience to get started.
[*] Explore the machine learning landscape, particularly neural nets[*] Use Scikit-Learn to track an example machine-learning project end-to-end[*] Explore several training models, including support vector machines, decision trees, random forests, and ensemble methods[*] Use the Tensor Flow library to build and train neural nets[*] Dive into neural net architectures, including convolutional nets, recurrent nets, and deep reinforcement learning[*] Learn techniques for training and scaling deep neural nets.

Category:Computer Neural Networks, Artificial Intelligence & Semantics, Python Programming

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epub | 449.33 KB | English | Isbn:9781838888343 | Author: L.T. Vargus, Tim McBain | Year: 2020

Description:

Her numb fingers scrabble over upholstery, over metal, over glass, searching for a way out. Water stings her eyes as she's dragged downward, clinging to her last breath as she's absorbed into the cold dark below.

When Gloria Carmichael's body is found broken and bleeding on the sidewalk just days after knocking on Detective Charlie Winters ' door begging for help to locate her father's will, Charlie's instinct is confirmed: her latest case is about more than just a simple family feud.

The Carmichaels are famous in Salem Island for their large family and charitable work, but, moments before she died, beautiful, trustworthy eldest daughter Gloria called Charlie to say she had uncovered a terrible secret that would break the mystery of her father's death wide open.

With the voice of her murdered sister ringing in her ears-pushing her to risk everything to bring justice to the innocent-Charlie takes matters into her own hands. She won't let another family break apart like her own, and she knows the answers she needs are hidden somewhere inside the Carmichael home.

But as Charlie races to confront her main suspect-a file containing evidence that will devastate the Carmichael family on the car seat beside her-she's rammed off the road and over the edge of a nearby cliff. Fighting for breath in a sinking car, Charlie has to survive or other innocent lives will be taken. Everyone involved is keeping secrets, but only one twisted soul is prepared to kill to keep theirs.

An addictive crime thriller with twists at every turn, you won't know what hit you after you've finished Girl Under Water. A perfect read-in-one-sitting rollercoaster ride for anyone who adores Angela Marsons, Robert Dugoni and Mary Burton .

Readers love Girl Under Water :

' WOW!!! . I absolutely loved this book. So many twists, turns and shocking revelations revealed!... Mind blown and totally shocked with the ending that I would have not guessed in a million years!! . Loved the twist! ' Heidi Lynn's Book Reviews

' A thrill-a-minute ride which left me guessing right to the conclusion . I totally loved and can highly recommend .' Goodreads reviewer

'Full of suspenseful twists and turns that kept me glued to my kindle .' @lianareadsblog

' Completely addicted . I literally haven't been able to put it down . devoured this entire book in just one sitting . had me on the edge of my seat and I literally feel as though I have been on a rollercoaster . made me hold my breath and feel completely on edge.' Little Miss Book Lover 87 , 5 stars

' A hell of a twist . completely captivating . I just could not put it down! ' Goodreads reviewer

' Totally had me gripped . a nail-biting crime thriller that well and truly had me hooked .' @Juliel476, 5 stars

' Awesome! ... Wow!! It grabbed me from the very beginning. 1, 2, 3... Homerun! ' Goodreads reviewer, 5 stars

Category:Serial Killer Thrillers, Police Procedurals, Crime Thrillers

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pdf | 9.84 MB | English | Isbn:‎ B079KLDW21 | Author: Goswami, Tilottama;Sinha, G. R.; | Year: 2018

Description:

Learn to understand and implement the latest machine learning innovations to improve your investment performance
Machine learning (ML) is changing virtually every aspect of our lives. Today, ML algorithms accomplish tasks that - until recently - only expert humans could perform. And finance is ripe for disruptive innovations that will transform how the following generations understand money and invest.
In the book, readers will learn how to:
[*] Structure big data in a way that is amenable to ML algorithms[*] Conduct research with ML algorithms on big data[*] Use supercomputing methods and back test their discoveries while avoiding false positives

Advances in Financial Machine Learning addresses real life problems faced by practitioners every day, and explains scientifically sound solutions using math, supported by code and examples. Readers become active users who can test the proposed solutions in their individual setting.
Written by a recognized expert and portfolio manager, this book will equip investment professionals with the groundbreaking tools needed to succeed in modern finance.

Category:Pattern Recognition, Machine Theory, Computer Vision & Pattern Recognition

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epub | 25.09 MB | English | Isbn:‎ B0BJXYDTN2 | Author: Xanthidis, Dimitrios;Manolas, Christos;Xanthidou, Ourania K.;Wang, Han-I;, Christos Manolas, Ourania K. Xanthidou, Han-I Wang | Year: 2023

Description:

Handbook of Computer Programming with Python provides a hands-on experience based on the underlying topics, and assist students and faculty members in developing their algorithmic thought process and developing programs for given computational problems.

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pdf, epub, mobi | 3.14 MB | English | Isbn:9781608821358 | Author: Ronald Potter-Efron | Year: 2012

Description:

In Healing the Angry Brain, bestselling author Ronald Potter-Efron explains how the brain is wired for anger and how readers with anger management problems can short-circuit angry reactions to reduce outbursts and communicate more effectively with others.

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epub | 576.71 KB | English | Isbn:‎ 978-1951936297 | Author: Catherine Cowles | Year: 2022

Description:

My family tried to break me. But, somehow, I made it out alive, even though the wounds from that survival are forever carved into my bones. Now, my only wish is for...normal. To know what it's like to have friends, a job, a home.
The last thing I want is for my new roommate to see the scars I'm so desperate to keep hidden, especially not the ruggedly handsome man who steals my breath and sends my heart into overdrive.
But something tells me that Beckett has demons, too. I see it in the shadows haunting his gorgeous eyes and the way he looks at me with gentle understanding.
As our unlikely friendship becomes so much more, forces from my life slink out of the shadows. And we could both lose everything we've fought so hard for-down to our very last breaths...

Category:Family Saga Fiction, Romantic Suspense

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epub | 1.39 MB | English | Isbn:‎ 0470137517 | Author: Alan L. Rubin, MD | Year: 2007

Description:

Practical strategies to get your blood pressure under control
High blood pressure can cause a lot of health problems. This handy pocket guide explains how simple lifestyle changes can help lower your blood pressure, and it brings you up to date on blood pressure medications. Written by a practicing physician with decades of experience, you'll get practical information you can put to use right away. It's just what you need to lower your blood pressure and feel great!
Open the book and find:
[*]Why high blood pressure is bad for you[*]Ways to measure your blood pressure properly[*]Guidance on using blood pressure medications[*]Tips for cutting back on salt and quitting smoking[*]The basics of starting an exercise program

The format of this title may not be compatible for use on all handheld devices.

Category:High Blood Pressure, Heart Disease, Health Reference

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pdf | 1.85 MB | English | Isbn:‎ 157851875X | Author: Harvard Business Review Press | Year: 2002

Description:

Harvard Business Essentials are comprehensive, solution-oriented paperbacks for business readers of all levels of experience. In today's ever-changing business environment, hiring an all-star work force and keeping it in place is a challenge for any organization. With an overview on topics such as recruiting the right people, cultivating the right culture, avoiding employee burnout, and calculating employee turnover, Hiring and Keeping the Best People offers managers a clear understanding of how to hire more effectively and increase retention. Packed with hands-on tips and tools, this helpful guide provides actionable and practical advice for managers and human resources professionals alike.

Category:Human Resources & Personnel Management, Human Resources & Personnel Management

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pdf | 5.22 MB | English | Isbn:‎ B07SJZ55JY | Author: someAuthor | Year: 2019

Description:

Learn exploratory data analysis concepts using powerful R packages to enhance your R data analysis skills

Key Features
[*] Speed up your data analysis projects using powerful R packages and techniques[*] Create multiple hands-on data analysis projects using real-world data[*] Discover and practice graphical exploratory analysis techniques across domains

Book Description
Hands-On Exploratory Data Analysis with R will help you build not just a foundation but also expertise in the elementary ways to analyze data. You will learn how to understand your data and summarize its main characteristics. You'll also uncover the structure of your data, and you'll learn graphical and numerical techniques using the R language.
This book covers the entire exploratory data analysis (EDA) process-data collection, generating statistics, distribution, and invalidating the hypothesis. As you progress through the book, you will learn how to set up a data analysis environment with tools such as ggplot2, knitr, and R Markdown, using tools such as DOE Scatter Plot and SML2010 for multifactor, optimization, and regression data problems.
By the end of this book, you will be able to successfully carry out a preliminary investigation on any dataset, identify hidden insights, and present your results in a business context.

What you will learn
[*] Learn powerful R techniques to speed up your data analysis projects[*] Import, clean, and explore data using powerful R packages[*] Practice graphical exploratory analysis techniques[*] Create informative data analysis reports using ggplot2[*] Identify and clean missing and erroneous data[*] Explore data analysis techniques to analyze multi-factor datasets

Who this book is for
Hands-On Exploratory Data Analysis with R is for data enthusiasts who want to build a strong foundation for data analysis. If you are a data analyst, data engineer, software engineer, or product manager, this book will sharpen your skills in the complete workflow of exploratory data analysis.

Table of Contents
[*] Setting Up Our Data Analysis Environment[*] Importing Diverse Datasets[*] Examining, Cleaning, and Filtering[*] Visualizing Data Graphically with ggplot2[*] Creating Aesthetically Pleasing Reports with knitr and R Markdown[*] Univariate and Control Datasets[*] Time Series Datasets[*] Multivariate Datasets[*] Multi-Factor Datasets[*] Handling Optimization and Regression Data Problems[*] Next Steps

Category:Data Modeling & Design, Data Modeling & Design, Business Software

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pdf | 5.73 MB | English | Isbn:‎ B01MR67YSO | Author: Horstmann Cay S. | Year: 2016

Description:

This is the eBook of the printed book and may not include any media, website access codes, or print supplements that may come packaged with the bound book.

Interest in the Scala programming language continues to grow for many reasons. Scala embraces the functional programming style without abandoning the object-oriented paradigm, and it allows you to write programs more concisely than in Java. Because Scala runs on the JVM, it can access any Java library and is interoperable with familiar Java frameworks. Scala also makes it easier to leverage the full power of concurrency.

Written for experienced Java, C++, or C# programmers who are new to Scala or functional programming, Scala for the Impatient, Second Edition, introduces the key Scala concepts and techniques you need in order to be productive quickly. It is the perfect introduction to the language, particularly for impatient readers who want to learn the fundamentals of Scala so they can start coding quickly. It doesn't attempt to exhaustively list all the features of the language or make you suffer through long and contrived examples. Instead, carefully crafted examples and hands-on activities guide you through well-defined stages of competency, from basic to expert.

This revised edition has been thoroughly updated for Scala 2.12 and reflects current Scala usage. It includes added coverage of recent Scala features, including string interpolation, dynamic invocation, implicit classes, and futures. Scala is a big language, but you can use it effectively without knowing all of its details intimately. This title provides precisely the information that you need to get started in compact, easy-to-understand chunks.
[*] Get started quickly with Scala's interpreter, syntax, tools, and unique idioms[*] Master core language features: functions, arrays, maps, tuples, packages, imports, exception handling, and more[*] Become familiar with object-oriented programming in Scala: classes, inheritance, and traits[*] Use Scala for real-world programming tasks: working with files, regular expressions, and XML[*] Work with higher-order functions and the powerful Scala collections library[*] Leverage Scala's powerful pattern matching and case classes[*] Create concurrent programs with Scala futures[*] Implement domain-specific languages[*] Understand the Scala type system[*] Apply advanced "power tools," such as annotations, implicits, and type classes

Category:Java Computer Programming, Java Programming

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