Examine the techniques and Java tools supporting the growing field of data science About This Book Your entry ticket to the world of data science with the stability and power of Java Explore, analyse, and visualize your data effectively using easy-to-follow examples Make your Java applications more capable using machine learning Who This Book Is For This book is for Java developers who are comfortable developing applications in Java. Those who now want to enter the world of data science or wish to build intelligent applications will find this book ideal. Aspiring data scientists will also find this book very helpful. What You Will Learn Understand the nature and key concepts used in the field of data science Grasp how data is collected, cleaned, and processed Become comfortable with key data analysis techniques See specialized analysis techniques centered on machine learning Master the effective visualization of your data Work with the Java APIs and techniques used to perform data analysis In Detail Data science is concerned with extracting knowledge and insights from a wide variety of data sources to analyse patterns or predict future behaviour. It draws from a wide array of disciplines including statistics, computer science, mathematics, machine learning, and data mining. In this book, we cover the important data science concepts and how they are supported by Java, as well as the often statistically challenging techniques, to provide you with an understanding of their purpose and application. The book starts with an introduction of data science, followed by the basic data science tasks of data collection, data cleaning, data analysis, and data visualization. This is followed by a discussion of statistical techniques and more advanced topics including machine learning, neural networks, and deep learning. The next section examines the major categories of data analysis including text, visual, and audio data, followed by a discussion of resources that support parallel implementation. The final chapter illustrates an in-depth data science problem and provides a comprehensive, Java-based solution. Due to the nature of the topic, simple examples of techniques are presented early followed by a more detailed treatment later in the book. This permits a more natural introduction to the techniques and concepts presented in the book. Style and approach This book follows a tutorial approach, providing examples of each of the major concepts covered. With a step-by-step instructional style, this book covers various facets of data science and will get you up and running quickly.
Data collection, processing, analysis, and more About This Book Your entry ticket to the world of data science with the stability and power of Java Explore, analyse, and visualize your data effectively using easy-to-follow examples A highly practical course covering a broad set of topics - from the basics of Machine Learning to Deep Learning and Big Data frameworks. Who This Book Is For This course is meant for Java developers who are comfortable developing applications in Java, and now want to enter the world of data science or wish to build intelligent applications. Aspiring data scientists with some understanding of the Java programming language will also find this book to be very helpful. If you are willing to build efficient data science applications and bring them in the enterprise environment without changing your existing Java stack, this book is for you! What You Will Learn Understand the key concepts of data science Explore the data science ecosystem available in Java Work with the Java APIs and techniques used to perform efficient data analysis Find out how to approach different machine learning problems with Java Process unstructured information such as natural language text or images, and create your own search Learn how to build deep neural networks with DeepLearning4j Build data science applications that scale and process large amounts of data Deploy data science models to production and evaluate their performance In Detail Data science is concerned with extracting knowledge and insights from a wide variety of data sources to analyse patterns or predict future behaviour. It draws from a wide array of disciplines including statistics, computer science, mathematics, machine learning, and data mining. In this course, we cover the basic as well as advanced data science concepts and how they are implemented using the popular Java tools and libraries.The course starts with an introduction of data science, followed by the basic data science tasks of data collection, data cleaning, data analysis, and data visualization. This is followed by a discussion of statistical techniques and more advanced topics including machine learning, neural networks, and deep learning. You will examine the major categories of data analysis including text, visual, and audio data, followed by a discussion of resources that support parallel implementation. Throughout this course, the chapters will illustrate a challenging data science problem, and then go on to present a comprehensive, Java-based solution to tackle that problem. You will cover a wide range of topics – from classification and regression, to dimensionality reduction and clustering, deep learning and working with Big Data. Finally, you will see the different ways to deploy the model and evaluate it in production settings. By the end of this course, you will be up and running with various facets of data science using Java, in no time at all. This course contains premium content from two of our recently published popular titles: Java for Data Science Mastering Java for Data Science Style and approach This course follows a tutorial approach, providing examples of each of the concepts covered. With a step-by-step instructional style, this book covers various facets of data science and will get you up and running quickly.
Each recipe comprises step-by-step instructions followed by an analysis of what was done in each task and other useful information. The book is designed so that you can read it chapter by chapter, or look at the list of recipes and refer to them in no particular order. Each example comes with its expected output to make your learning even easier. This book is designed to bring those who are familiar with Java up-to-speed on the new features found in Java 7.
What do you say to someone who is hurting? How many times in everyday conversation do we struggle to comfort others in a troubled world? Christians should be "first responders," say Andy Reese and Jennifer Barnett, yet we lack the tools and confidence to reach out. We end up frustrated by our own inability to connect meaningfully and make a difference. But what would happen if we had the ability and courage to speak out in love? In these pages Andy and Jennifer give you the practical understanding and simple tools to do just that. You can fill even your casual conversations with the gentle yet transforming power of Jesus Christ. Here is what you need to confidently step out to bring peace, give grace and help others experience renewal. Visit www.freedomprayer.org for more information. "Extremely instructive and practical."--Max Lucado, pastor and bestselling author "This book will change lives--maybe even yours."--Rich Stearns, president, World Vision U.S. "Solidly based on the Gospel and immensely practical. It has helped our leaders walk in increased freedom while we help many know the truth that sets them free."--David McQueen, senior pastor, Beltway Park Baptist Church, Abilene, Texas "Our leadership team is fully on board and delighted with the simple effectiveness of this ministry."--Michael Swecker, pastor of Prayer and Freedom Ministries, Hosanna! Church, Lakeville, Minnesota "For many people a ministry like Freedom Prayer is the best place to start . . and I am most impressed with the team at the Freedom Resource."--Stephen Mory, M.D., assistant clinical professor of psychiatry, Vanderbilt University; psychiatrist, Mental Health Cooperative "Freedom Tools offers piercing insights with keen discernment to empower the reader to be set free at last. . . .A great tool for your spiritual warfare arsenal."--James W. Goll, founder, Encounters Network, Prayer Storm and GET eSchool; author, The Lifestyle of a Prophet and many more "Freedom Prayer has been invaluable to me as a counselor.."--Wendy Barnes, LPC, San Antonio "Freedom Tools is both practical and profound. It does a masterful job of taking a potentially complex subject and bringing it into everyone's reach."--Bill Johnson, senior leader, Bethel Church, Redding, California; author, When Heaven Invades Earth and more "Through the partnership of truths from the world of psychology and those from the world of inner healing, we can see powerful healing and transformation. By integrating the two, we will see more people live abundant lives as they heal their connection with God and are restored body, soul and spirit."--Margaret Nagib, Timberline Knolls Clinical Development Institute "Freedom Tools gave me a biblical manual for helping people experience freedom.."--Kirk Freeman, lead pastor, CrossBridge Community Church, San Antonio, Texas "Professional counseling and prayer ministries work hand in hand as essential partners to facilitate inner healing in wounded lives. Working together we can maximize the freedom, recovery and renewing of all those in need."--Dr. Mark Jones, LMFT director, Liberty Alliance "This powerful book gives you the Freedom Tools you need to demolish the adversary's obstacles to freedom and prosperity. Use them and you, too, can experience the super-abundant life that God desires for you!"--C. Peter Wagner, chancellor, Wagner Leadership Institute "A great need has long existed for someone to reduce inner healing to simpler, everyday language and tools. Our friend Andy Reese has done that admirably in Freedom Tools."--John Loren Sandford, co-founder, Elijah House Ministries "This is ministry from the heart and by the Spirit--so simple and natural that you'll ask yourself, 'Why didn't I know this before?'"--David Kyle Foster, founder and exec utive director, Mastering Life Ministries
The Cold Case Detectives series continues with a sizzling attraction between a fiercely independent deputy and the security expert who loves her To solve a forty-year-old murder in her remote mountain town, sheriff’s deputy Reese Harlow needs advice from the best. That means finally meeting her biological father, the founder of Dark Alley Investigations. But after one passionate night with her dad’s sexy head of security, Reese finds that her heart is at risk… Jamie Knox has never met a woman quite like Reese. Determined to open her eyes to just how good they’d be together, he volunteers to help her crack this cold case. He can almost sense the wedding bells in the distance, but someone is dead set on stopping them from solving the murder…or getting anywhere near the altar!
“I’m sitting on the floor in my mother’s house, surrounded by stuff.” So begins Jennifer Howard’s Clutter, an expansive assessment of our relationship to the things that share and shape our lives. Sparked by the painful two-year process of cleaning out her mother’s house in the wake of a devastating physical and emotional collapse, Howard sets her own personal struggle with clutter against a meticulously researched history of just how the developed world came to drown in material goods. With sharp prose and an eye for telling detail, she connects the dots between the Industrial Revolution, the Sears & Roebuck catalog, and the Container Store, and shines unsparing light on clutter’s darker connections to environmental devastation and hoarding disorder. In a confounding age when Amazon can deliver anything at the click of a mouse and decluttering guru Marie Kondo can become a reality TV star, Howard’s bracing analysis has never been more timely.
Jake Mitchell has spent his whole life tied at the hip with his best friend and twin brother Jax. They've shared everything, except for women, which was easy since their tastes were so different. From the moment she walked into the room Jake knew she was special, with her flowing brown locks, supple body, and a smile that could brighten any day. An accident leaves her vulnerable and in the arms of his brother. From that moment she's in awe of Jax. Jake tries his best to keep away from Reese Miller. He disrespects her and tells everyone how much she annoys him to make sure she stays at a distance. Reese can't stand that Jake hates her. She's determined to change his mind, not knowing he's desperately trying to protect his relationship with his brother, and his family. When the two find themselves alone during a winter storm all bets are off, and what happens next could change everything, including the bond between two brothers.
A glorious celebration of America’s most storied handpainted wallpaper company, family owned for 125 years, featuring dozens of rooms by today’s top interior designers. The story of Gracie wallpaper, founded in 1898 and still family owned by the sixth generation, is one of the great untold stories of American interior design. Best known for their exquisitely detailed designs, Gracie papers have been installed at the White House and many of America’s most notable homes. They are a go-to resource for interior designers including Mark Sikes, Summer Thornton, Ellie Cullman, Brooke Giannetti, Suzanne Kasler, Michael S. Smith, Alexa Hampton, Alex Papachristidis, and Amanda Lindroth, and Gracie can be found in the homes of celebrities including Reese Witherspoon, Jennifer Aniston, and Cameron Diaz. This volume, featuring hundreds of color photographs of contemporary rooms by leading interior designers, shows the range not only of the papers themselves—from beautiful florals and birds to panoramic landscapes of American folk scenes and French pastoral hillsides to hunting and maritime scenes—but also the imaginative ways they can be used to create truly transporting spaces. Designs in every imaginable color, from metallics to lush greens and cobalt blues to dramatic reds and blacks, show that with Gracie, any room in the home can become a true, custom work of art. Exquisite production detail on this volume, including 4-color printed page edges and a cover design custom-painted by Gracie exclusively for the book, will make this a must-have gift item that every interior design fan will want to display.
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