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Python Machine learning
Link to the GitHub Repository containing the code examples and additional material: https://github.com/rasbt/python-machi...Many of the most innovative breakthroughs and exciting new technologies can be attributed to applications of machine learning. We are living in an age where data comes in abundance, and thanks to the self-learning algorithms from the field of machine learning, we can turn this data into knowledge. Automated speech recognition on our smart phones, web search engines, e-mail spam filters, the recommendation systems of our favorite movie streaming services – machine learning makes it all possible.Thanks to the many powerful open-source libraries that have been developed in recent years, machine learning is now right at our fingertips. Python provides the perfect environment to build machine learning systems productively.This book will teach you the fundamentals of machine learning and how to utilize these in real-world applications using Python. Step-by-step, you will expand your skill set with the best practices for transforming raw data into useful information, developing learning algorithms efficiently, and evaluating results.You will discover the different problem categories that machine learning can solve and explore how to classify objects, predict continuous outcomes with regression analysis, and find hidden structures in data via clustering. You will build your own machine learning system for sentiment analysis and finally, learn how to embed your model into a web app to share with the world
Organic chemistry 7th edison
A popular introduction to organic chemistry which stresses the importance of molecular structure in understanding the properties and principles of organic chemistry. Provides a wide variety of spectra to be analyzed. Features four-color photographs throughout.
Arihant 47 years solved paper
Comprising 99 stories, essays, extracts, poems and articles (one for each year of his life), the book is divided into fifteen sections, each one corresponding to a genre that he excelled in. Family Matters contains extracts from his autobiography and some personal narratives; My Beloved Country has some extraordinary writing about India; The Sikhs comprises excerpts from his books essays on the community and translations of the Sikh hymns; The Uses & Abuses of Religion features his articles on the dangers of communalism, and a sublime meditation on religion; his accounts of Pakistan and Pakistanis are included in Passage to Pakistan; he wrote interestingly about famous people all his life, and twelve of his profiles feature in Singular People; a self-taught naturalist, he was passionate about conservation-The Ferocity & Flamboyance of Nature has writings on this theme; Sex on My Mind contains some entertaining ruminations on sex, one of the subjects that he was most associated with in the popular imagination. As with sex, so with humour-a few of his funniest jokes find a place in A Merry Heart. The section Enthusiasms, Rants & Soliloquies has a fair representation of his electrifying polemics on a variety of subjects. The most insightful of his thoughts on life, dealing with adversity, ageing and death find a place In How to Live, How to Die. Selections from the six novels he published are to be found in The Novels; Portrait of a Lady & Other Stories features the eponymous story along with a few others; a great admirer of writers in Urdu, Punjabi and Hindi, he translated many of their works, some of which can be found in Toba Tek Singh: Fiction in Translation and A Passion for Poetry. Together, the various pieces in the book showcase Khushwant Singh's exceptional accomplishments as a writer.
THEORY OF MACHINES
While writing the book,we have continuously kept in mind the examination requirments of the students preparing for U.P.S.C.(Engg. Services)and A.M.I.E.(I)examinations.In order to make this volume more useful for them,complete solutions of their examination papers up to 1975 have also been included.Every care has been taken to make this treatise as self-explanatory as possible.The subject matter has been amply illustrated by incorporating a good number of solved,unsolved and well graded examples of almost every variety.
The language of SQL
Please Read Notes: Brand New, International Softcover Edition, Printed in black and white pages, minor self wear on the cover or pages, Sale restriction may be printed on the book, but Book name, contents, and author are exactly same as Hardcover Edition. Fast delivery through DHL/FedEx express.
Object Oriented programming in C++
Market_Desc: · General Readers· Students pertaining to B.E., MCA, PGDCA, and MSc degree courses of most Indian universities and training institute offering OOPS & C++· C++ professionals Special Features: · Covers the complete syllabus of various universities offering course on object oriented programming methodologies· Concepts are well illustrated through examples and tested programs· Multiple choice questions are included at the end of each chapter· Model question papers are also included· Theoretical part is supported with C++ implementation. The attached CD contains numerous tested and debugged programs· Strong emphasis is given on implementation and examples throughout the book About The Book: This book offers solid, effective and easy to understand approach to the study of fundamental Object Oriented Programming. The book is a boon for general readers, C++ Professionals, and students from both graduate and postgraduate courses in computer engineering, who are inquisitive to explore each and every aspect of OOPS and C++. It renders expansive information about a wide array of topics like C++, arrays, structures, unions, bit fields, functions, pointers, template, exception handling, file handling and graphics with numerous examples. The text comprises fourteen chapters and each chapter is further divided into modules of major topics. Each module has a uniform structured presentation starting with learning objective, declaration, implementation, example programs, operations, and types, summary, multiple choice sections, programming assignments, review questions followed by the solution of the programming assignments.
Programming ASP.NET Core
The complete, pragmatic guide to building high-value solutions with ASP.NET Core Programming ASP.NET Core is the definitive guide to practical web-based application development with Microsoft's new ASP.NET Core framework. Microsoft MVP Dino Esposito introduces proven techniques and well-crafted example code for solving real problems with ASP.NET Core. Step by step, he guides you through using all key ASP.NET Core technologies, including MVC for HTML generation, .NET Core, EF Core, ASP.NET Identity, dependency injection, and much more. Esposito thoroughly covers ASP.NET Core's cross-platform capabilities and what's changed from older ASP.NET versions, but he doesn't stop there: he offers a complete learning path for every developer who wants to build production solutions, including mobile-specific solutions. Microsoft MVP Dino Esposito shows how to: - Create new projects and understand their structure - Set up and use the familiar MVC application model in ASP.NET Core - Write controller class code to govern all stages of request processing - Serve HTML from controllers, or directly via Razor Pages - Master the Razor language for quickly defining the layout of HTML views - Manage cross-cutting concerns such as global configuration data, error and exception handling, controller class design, and dependency injection - Secure applications with user authentication and ASP.NET Core's policy-based user authorization API - Design for efficient data access, and choose the right option for reading and writing data - Build ASP.NET Core Web APIs that return JSON, XML, or other data - Use data binding to programmatically update visual components with fresh information - Build device-friendly web views for iOS and Android - Explore the radically new ASP.NET Core runtime environment and Dependency Injection (DI) infrastructure