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Core java book
Summary Real-World Machine Learning is a practical guide designed to teach working developers the art of ML project execution. Without overdosing you on academic theory and complex mathematics, it introduces the day-to-day practice of machine learning, preparing you to successfully build and deploy powerful ML systems. Purchase of the print book includes a free eBook in PDF, Kindle, and ePub formats from Manning Publications. About the Technology Machine learning systems help you find valuable insights and patterns in data, which you'd never recognize with traditional methods. In the real world, ML techniques give you a way to identify trends, forecast behavior, and make fact-based recommendations. It's a hot and growing field, and up-to-speed ML developers are in demand. About the Book Real-World Machine Learning will teach you the concepts and techniques you need to be a successful machine learning practitioner without overdosing you on abstract theory and complex mathematics. By working through immediately relevant examples in Python, you'll build skills in data acquisition and modeling, classification, and regression. You'll also explore the most important tasks like model validation, optimization, scalability, and real-time streaming. When you're done, you'll be ready to successfully build, deploy, and maintain your own powerful ML systems. What's Inside Predicting future behavior Performance evaluation and optimization Analyzing sentiment and making recommendations About the Reader No prior machine learning experience assumed. Readers should know Python. About the Authors Henrik Brink, Joseph Richards and Mark Fetherolf are experienced data scientists engaged in the daily practice of machine learning. Table of Contents PART 1: THE MACHINE-LEARNING WORKFLOW What is machine learning? Real-world data Modeling and prediction Model evaluation and optimization Basic feature engineering PART 2: PRACTICAL APPLICATION Example: NYC taxi data Advanced feature engineering Advanced NLP example: movie review sentiment Sc
C plus plus
C++ Primer Plus is a carefully crafted, complete tutorial on one of the most significant and widely used programming languages today. An accessible and easy-to-use self-study guide, this book is appropriate for both serious students of programming as well as developers already proficient in other languages. The sixth edition of C++ Primer Plus has been updated and expanded to cover the latest developments in C++, including a detailed look at the new C++11 standard. Author and educator Stephen Prata has created an introduction to C++ that is instructive, clear, and insightful. Fundamental programming concepts are explained along with details of the C++ language. Many short, practical examples illustrate just one or two concepts at a time, encouraging readers to master new topics by immediately putting them to use. Review questions and programming exercises at the end of each chapter help readers zero in on the most critical information and digest the most difficult concepts. In C++ Primer Plus, youll find depth, breadth, and a variety of teaching techniques and tools to enhance your learning: A new detailed chapter on the changes and additional capabilities introduced in the C++11 standard Complete, integrated discussion of both basic C language and additional C++ features Clear guidance about when and why to use a feature Hands-on learning with concise and simple examples that develop your understanding a concept or two at a time Hundreds of practical sample programs Review questions and programming exercises at the end of each chapter to test your understanding Coverage of generic C++ gives you the greatest possible flexibility Teaches the ISO standard, including discussions of templates, the Standard Template Library, the string class, exceptions, RTTI, and namespaces
MySql database
The unexpected pleasure of reading books about databases is that they are often written by authors with highly organized minds. Paul DuBois and his editors at New Riders have assembled MySQL with a clarity and lucidity that inspires confidence in the subject matter: a (nearly) freely redistributable SQL-interpreting database client/server primarily geared for Unix systems but maintained for Windows platforms as well. What isn't "free" about MySQL (the application) is its server's commercial use; all clients and noncommercial server use are free. DuBois's tome isn't free either, but its list price is modest in light of its value and the value of its namesake. The volume is superbly organized into 12 chapters and 10 appendices and contains a concise table of contents and a comprehensive 50-page index. It is peppered with references to the online HTML documentation that comes with the source and binary distributions (which are available and easy to install in stable rpm and tar releases.) The first third of MySQL is an excellent instruction tool for database newbies; the second third is a detailed reference for MySQL developers; and the last third consists of clearly annotated appendices, including C, Perl (but not Python), and PHP interfaces. Perhaps as an indication of the collective will of the developers of MySQL, DuBois does not separate Windows 95/98/NT design or development specifics from its main discussions. Platform-independent design is a goal, not a reality, and users will have to rely on newsgroups and mailing lists for details. Moreover, security issues are addressed in a mere 18 pages, a large part of which is devoted to standard Unix file and network-access permissions. Next to nothing is mentioned about defense against common hacking strategies, the use of secure shell interfaces, or access encryption. Although it is nearly 800 pages in length, DuBois's book is thankfully not encyclopedic. It is a valuable précis of the MySQL database, and its easy-to-skim look and feel will make it an excellent br
Software engineer
This book addresses basic and advanced concepts in software engineering and is intended as a textbook for an undergraduate-level engineering course. In addition to covering important concepts in software engineering, this book also addresses the perspective of decreasing the overall effort of writing quality software. It covers the entire spectrum of the software engineering life cycle starting from the requirement analysis until the implementation and maintenance of the project.
Fundamental of data structure
This new edition provides a comprehensive and technically rigorous introduction to data structures such as arrays, stacks, queues, linked lists, trees and graphs and techniques such as sorting hashing that form the basis of all software. In addition, this text presents advanced or specialized data structures such as priority queues, efficient binary search trees, multiway search trees and digital search structures. The book has been updated to include the latest features of the C++ language. Features such as exceptions and templates are now incorporated throughout the text along with limited exposure to STL. Treatment of queues, iterators and dynamic hashing has been improved. The book now discusses topics such as secure hashing algorithms, weightbiased leftist trees, pairing heaps, symmetric min max heaps, interval heaps, top-down splay trees, B+ trees and suffix trees. Red black trees have been made more accessible. The section on multiway tries has been significantly expanded and discusses several trie variations and their application to Internet packet forwarding.
Operating system concept
The tenth edition of has been revised to keep it fresh and up-to-date with contemporary examples of how operating systems function, as well as enhanced interactive elements to improve learning and the student�s experience with the material. It combines instruction on concepts with real-world applications so that students can understand the practical usage of the content. End-of-chapter problems, exercises, review questions, and programming exercises help to further reinforce important concepts. New interactive self-assessment problems are provided throughout the text to help students monitor their level of understanding and progress. A Linux virtual machine (including C and Java source code and development tools) allows students to complete programming exercises that help them engage further with the material.
Vishram Singh Textbook of Anatomy Volume 3, 4th Edition
Third edition of this book is thoroughly revised and updated in accordance with the syllabus of anatomy recommended by the Medical Council of India. It covers in detail the anatomy of upper limb and thorax. The anatomy of heart and lungs is co-related clinically in depth. Following recent trends of anatomy education, the book in addition to basic information provides knowledge on anatomical/embryological/histological/genetic basis of common clinical problems through its features — Clinical Correlation and Clinical Case Study. Written in simple and easy-to-understand language, this profusely illustrated book provides the knowledge of anatomy without extraneous details. The specific learning objectives have been given in the beginning of each chapter to facilitate self-learning by the students. Ideal for UG medical and dental students, NEET PG entrance examinations, USMLE, PLAB, FMGE, etc. Thorough revision of all the chapters Detailed exposition on joints and nerves of the upper limb Surgical anatomy of heart, lungs, trachea and oesophagus Clinical Correlations integrated in the text, highlighting clinical application of anatomical facts, have been updated extensively Golden Facts to Remember at the end of each chapter highlight the salient and important points for the purpose of viva-voce and competitive exams Clinical Case Study at the end of each chapter to initiate interest of students in problem based learning (PBL) Additional information of higher academic value presented in a simple way in N.B. to inculcate interest among readers, especially postgraduates Important facts useful for candidates appearing in various entrance examinations like PGME, USMLE, PLAB, listed under Golden Facts to Remember Multiple Choice Questions at the end of the book for self-assessment of the topics studied Core competencies prescribed by the MCI are covered and competency codes are included in the text Core competencies prescribed by the MCI are covered and competency codes are included in the text