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Data Science with Machine Learning : Python Interview Questions / Vishwanathan NARAYANAN / BPB Publications (2019)
Titre : Data Science with Machine Learning : Python Interview Questions Type de document : e-book Auteurs : Vishwanathan NARAYANAN Editeur : BPB Publications Année de publication : 2019 ISBN/ISSN/EAN : 9789388176637 Note générale : copyrighted Langues : Anglais (eng) Résumé : For beginners to level up Core Programming Skills Key Features Easy to learn, step by step explanation of examples. Questions related to core/basic Python, Excel, basic and advanced statistics are included. Covers numpy, scipy, sklearn and pandas to a greater detail with good number of examples DescriptionThe book “Data science with Machine learning- Python interview questions” is a true companion of people aspiring for data science and machine learning and provides answers to mostly asked questions in a easy to remember and presentable form.Data science is one of the hottest topics mainly because of the application areas it is involved and things which were once upon of time, impossible with earlier software has been made easy. This book is mainly intended to be used as last-minute revision, before interview, as all the important concepts have been given in simple and understand format. Many examples have been provided so that same can be used while giving answers in interview.This book tries to include various terminologies and logic used both as a part of Data Science and Machine learning for last minute revision. As such you can say that this book acts as a companion whenever you want to go for interview.Simple to use words have been used in the answers for the questions to help ease of remembering and representation of same. Examples where ever deemed necessary have been provided so that same can be used while giving answers in interview. Author tried to consolidate whatever he came across, on multiple interviews that he attended and put the same in words so that it becomes easy for the reader of the book to give direction on how the interview would be.With the number of data science jobs increasing, Author is sure that everyone who wants to pursue this field would like to keep this book as a constant companion.What Will You LearnYou can learn the basic concept and terms related to Data Science You will get to learn how to program in python You can learn the basic questions of python programming By reading this book you can get to know the basics of Numpy You will get familiarity with the questions asked in interview related to Pandas. You will learn the concepts of Scipy, Matplotib, and Statistics with Excel Sheet Who This Book Is ForThe book is intended for anyone wish to learn Python Data Science, Numpy, Pandas, Scipy, Matplotib and Statistics with Excel Sheet. This book content also covers the basic questions which are asked during an interview. This book is mainly intended to help people represent their answer in a sensible way to the interviewer. The answers have been carefully rendered in a way to make things quite simple and yet represent the seriousness and complexity of matter. Since data science is incomplete without mathematics we have also included a part of the book dedicated to statistics. Table of Contents Data Science Basic Questions and Terms Python Programming QuestionsNumpy Interview Questions Pandas Interview Questions Scipy and its Applications Matplotlib Samples to Remember Statistics with Excel Sheet About the AuthorMr Vishwanathan has twenty years of hard code experience in software industry spanning across many multinational companies and domains. Playing with data to derive meaningful insights has been his domain and that is what took him towards data science and machine learning. Nombre d'accès : Illimité En ligne : http://library.ez.neoma-bs.fr/login?url=https://www.scholarvox.com/book/88938807 Permalink : https://cataloguelibrary.neoma-bs.fr/index.php?lvl=notice_display&id=564418 Designing Applications with Spring Boot 2.2 and React JS : Step-by-step guide to design and develop intuitive full stack web applications / Dinesh RAJPUT / BPB Publications (2019)
Titre : Designing Applications with Spring Boot 2.2 and React JS : Step-by-step guide to design and develop intuitive full stack web applications Type de document : e-book Auteurs : Dinesh RAJPUT Editeur : BPB Publications Année de publication : 2019 ISBN/ISSN/EAN : 9789388511643 Note générale : copyrighted Langues : Anglais (eng) Résumé : Let us full stack development with Spring Boot and React JS. Key FeaturesThis book has a very specific goal to make developing REST applications easier and focusing on common challenges of the design of the application with best practices.This book is providing practical code examples from real-world experiences.This book is not only about Spring Boot 2.2 and React JS overview but also has an in-depth discussion about adopted REST Architectural pattern and its constraints to create the REST APIs.The book can act as a tool for learning Spring Boot 2.2 and React JS for the first time as well as a guide and reference for those wanting to dig deeper into specific features.DescriptionDesigning Applications with Spring Boot 2 & React JS is divided into three parts. The first part introduces you to the essentials of the Spring Boot 2.2 Framework and you will learn how to create REST APIs and how to secure REST APIs. Part 2 steps behind the front end application development with React JS and discuss React features and its advantages toward the frontend application development. Part 3 expands on that by showing how to deploy backend and frontend application the PaaS platform and also will discuss how to deploy application container technologies such as Docker.What Will You Learn Exploring Spring Boot 2.2 new features and essential key components such as Starters, Autoconfiguration, CLI, Actuator. Develop a REST application using Spring Boot 2.2 and DevTools. Exploring Spring Boot Auto Configuration and Customization. Creating application profiles based on the environments. Learn to configure backend data using JDBC and Spring Data JPA.Who This Book Is ForDesigning Application with Spring Boot 2.2 & React JS is for all Java developers who want to learn Spring Boot 2.2 and React JS as in the enterprise application. Therefore, enterprise Java developers will find it particularly useful in the understanding of Spring Boot 2.2 and React JS and how to develop a backend RESTful application using the Spring Boot 2.2 and frontend application using React JS framework. They will most fully appreciate the examples presented in this book. Before reading this book, readers should have basic knowledge of core java, spring, servlet, filter, XML, and JavaScript.Table of ContentsGetting Started with Spring Boot 2.2 Customizing Auto-Configuration Configuring Data and CRUD operations Creating REST APIs with Spring Boot 2.2 Securing REST APIs Testing Spring Boot ApplicationGetting Started with ReactCreating and Styling React ComponentsConsuming the REST API with React JS Deploying and Containerizing ApplicationAbout the AuthorDinesh Rajput is a founder of https://www.dineshonjava.com , a blog for Spring and Java techies. He is a Spring enthusiast and a Pivotal Certified Spring Professional. He has written many software design & development books, some of the bestselling books on Amazon. Dinesh’s title Spring 5 Design Patterns and Mastering Spring Boot 2.0 are the Amazon #1 best-selling books on Java. He has more than 10 years of experience with various aspects of Spring and cloud-native development, such as REST APIs and microservice architecture.He is currently working as an architect at a leading company. He has worked as a tech lead at Bennett, Coleman & Co. Ltd, and Paytm.He has a master's degree in computer engineering from JSS Academy of Technical Education, Noida, and lives in Noida with his family.His Website:www.dineshonjava.comHis Blog: www.dineshonjava.com & www.dineshrajput.comHis LinkedIn Profile:www.linkedin.com/in/rajputdinesh/ Nombre d'accès : Illimité En ligne : http://library.ez.neoma-bs.fr/login?url=https://www.scholarvox.com/book/88938836 Permalink : https://cataloguelibrary.neoma-bs.fr/index.php?lvl=notice_display&id=565145 Fundamentals of Database Management System : Learn essential concepts of database systems / Mukesh CHANDRA NEGI / BPB Publications (2019)
Titre : Fundamentals of Database Management System : Learn essential concepts of database systems Type de document : e-book Auteurs : Mukesh CHANDRA NEGI Editeur : BPB Publications Année de publication : 2019 ISBN/ISSN/EAN : 9789388176620 Note générale : copyrighted Langues : Anglais (eng) Résumé : Designed to provide an insight into the database concepts Key FeaturesBook contains real-time executed commands along with screenshot Parallel execution and explanation of Oracle and MySQL Database commands A Single comprehensive guide for Students, Teachers and Professionals Practical oriented book DescriptionBook teaches the essentials of DBMS to anyone who wants to become an effective and independent DBMS Master. It covers all the DBMS fundamentals without forgetting few vital advanced topics such as from installation, configuration and monitoring, up to the backup and migration of database covering few database client tools.What Will You Learn Relational Database,Keys Normalization of database SQL, SQL Queries, SQL joins Aggregate Functions,Oracle and Mysql tools Who This Book Is ForStudents of Polytechnic Diploma Classes- Computer Science/ Information Technology Graduate Students- Computer Science/ CSE / IT/ Computer Applications Master Class Students—Msc (CS/IT)/ MCA/ M.Phil, M.Tech, M.S. Industry Professionals- Preparing for Certifications Table of Contents Fundamentals of data and Database management system Database Architecture and Models Relational Database and normalization Open source technology & SQL Database queries SQL operators Introduction to database joins Aggregate functions, subqueries and users Backup & Recovery Database installation Oracle and MYSQL tools Exercise About the AuthorDr. Mukesh Negi is an Oracle, IBM, ITIL & Prince2 Certified Engineer with more than sixteen years of experience in multiple Advance and Emerging IT Technologies such as DBMS & Big Data, Cloud Computing, Virtualization, Internet of Things, Artificial Intelligence, Machine Learning, Business Intelligence & Analytics, IT Security etc. In the Education field, He is serving as an Editorial Board Member of many international journals. He has conducted several Faculty Development Programs and serving as a Guest & Visiting Faculty in many reputed University and Colleges in India. Nombre d'accès : Illimité En ligne : http://library.ez.neoma-bs.fr/login?url=https://www.scholarvox.com/book/88938806 Permalink : https://cataloguelibrary.neoma-bs.fr/index.php?lvl=notice_display&id=564417 Getting Started with Chatbots : Learn and create your own chatbot with deep understanding of Artificial Intelligence and Machine Learning / Akhil MITTAL / BPB Publications (2019)
Titre : Getting Started with Chatbots : Learn and create your own chatbot with deep understanding of Artificial Intelligence and Machine Learning Type de document : e-book Auteurs : Akhil MITTAL Editeur : BPB Publications Année de publication : 2019 ISBN/ISSN/EAN : 9789388511896 Note générale : copyrighted Langues : Anglais (eng) Résumé : A complete guide to build a better Chatbots Key Features Concept of artificial intelligence (AI) and machine learning How AI is involved in creating chatbots What are chatbots Chatbot development Live chatting Create chatbot with technologies such as Amazon Lex, Google Dialogflow, AWS Lambda, Microsoft Bot Framework, and Azure Deploy and talk to your bot DescriptionThis book makes you familiar with the concept of the chatbot. It explains what chatbot is, how does a chatbot work, and what exactly is the need for a chatbot in today’s era? It focuses on creating a bot using Amazon’s Lex service and getting the bot deployed on Facebook messenger for live chatting. This bookwill train you on how to create a chatbot using Google’s Dialogflow and test the bot in Dialogflow console. It also demonstrates how to create a custom chatbot using Microsoft’s bot framework and enable the webhooks in Dialogflow and return the response from the custom bot to Dialogflow intents as a fulfilment response.What You Will LearnLearn the concept of chatbot Learn how chatbots and AI work hand in hand Learn the concept of machine learning in chatbots Get familiar with chatbot services such as Amazon’s Lex and Google’s Dialogflow Learn how to write an AWS Lambda function Learn what webhooks are Learn about Microsoft’s Bot Framework Write your own custom chatbot Deploy the chatbot on Facebook Messenger, Google Assistant, and Slack Live chatting with your own chatbot Who This Book Is For The developers, architects, and software/technology enthusiasts who are keen to learn the cutting-edge technologies and want to get a hands-on experience on AI by creating their own custom chatbots. Organizations, small companies, service-based/product-based setups which want to learn how to create a basic chatbot on their website and on social media to get more leads and reach to the end user for their business.Students, if they are seeking something where they can create and integrate the real-time chatbots in their projects. Table of ContentsSection 1: The ConceptWhat are Chatbots? How Chatbot Works What is the Need for a Chatbot? Conversational Flow? Section 2: Creating a Chatbot Using Amazon Lex Amazon Lex and AWS Account Create Bot Using Amazon Lex AWS Lambda Function Slots Error Handling Deploy the Bot on Facebook Messenger Live Chatbot on Facebook Section 3: Creating a Chatbot Using Dialogflow API and Microsoft’s Bot FrameworkTechnical Requirements Dialogflow AccountCreating a Bot in Dialogflow Dialogflow Console Integrating the Bot with SlackChatbot Using Microsoft Bot FrameworkPublishing the Bot from Visual Studio to Azure Register the BotDialogflow.v2 SDK Webhooks in Dialogflow Testing the Bot Deploy the Chatbot in Facebook Messenger Live Chatbot on Facebook Deploy the Chatbot in SlackFuture of Chatbots About the AuthorAkhil Mittal is two times Microsoft MVP (Most Valuable Professional) firstly awarded in 2016 continued in 2017 in Visual Studio and Technologies category, C# Corner MVP since 2013, Code Project MVP since 2014, a blogger, author and likes to write/read technical articles, blogs and books. He works as a Sr. Consultant with Magic Edtech (https://www.magicedtech.com/)which is recognized as a global leader in delivering end to end learning solutions. He has an experience of around 12 years in developing, designing, architecting enterprises level applications primarily in Microsoft Technologies. He has a diverse experience in working on cutting edge technologies that include Microsoft Stack, AI, Machine Learning and Cloud computing. Akhil is an MCP (Microsoft Certified Professional) in Web Applications and Dot Net Framework.linkedin: linkedin.com/in/akhilmittal Nombre d'accès : Illimité En ligne : http://library.ez.neoma-bs.fr/login?url=https://www.scholarvox.com/book/88938851 Permalink : https://cataloguelibrary.neoma-bs.fr/index.php?lvl=notice_display&id=565150 Handbook of Cloud Computing : Basic to Advance research on the concepts and design of Cloud Computing / Anand NAYYAR / BPB Publications (2019)
Titre : Handbook of Cloud Computing : Basic to Advance research on the concepts and design of Cloud Computing Type de document : e-book Auteurs : Anand NAYYAR Editeur : BPB Publications Année de publication : 2019 ISBN/ISSN/EAN : 9789388176668 Note générale : copyrighted Langues : Anglais (eng) Résumé : Basic to Advance research on the concepts and design of Cloud computing Key Features Comprehensively gives clear picture of current state-of-the-art aspect of cloud computing by elaborating terminologies, models and other related terms. Enlightens all major players in Cloud Computing industry providing services in terms of SaaS, PaaS and IaaS. Highlights Cloud Computing Simulators, Security Aspect and Resource Allocation. In-depth presentation with well-illustrated diagrams and simple to understand technical concepts of cloud. DescriptionThe book “Handbook of Cloud Computing” provides the latest and in-depth information of this relatively new and another platform for scientific computing which has great possibilities and high future prospects to become ten folds in near future. The book covers in comprehensive manner all aspects and terminologies associated with cloud computing like SaaS, PaaS and IaaS and also elaborates almost every cloud computing service model.The book highlights several other aspects of cloud computing like Security, Resource allocation, Simulation Platforms and futuristic trend i.e. Mobile cloud computing. The book will benefit all the readers with all in-depth technical information which is required to understand current and futuristic concepts of cloud computing. No prior knowledge of cloud computing or any of its related technology is required in reading this book.What Will You Learn Cloud Computing, Virtualisation Software as a Service, Platform as a Service, Infrastructure as a Service Data in Cloud and its Security Cloud Computing – Simulation, Mobile Cloud Computing Specific Cloud Service Models Resource Allocation in Cloud Computing Who This Book Is For Students of Polytechnic Diploma Classes- Computer Science/ Information Technology Graduate Students- Computer Science/ CSE / IT/ Computer Applications Master Class Students—Msc (CS/IT)/ MCA/ M.Phil, M.Tech, M.S. Researcher’s—Ph.D Research Scholars doing work in Virtualization, Cloud Computing and Cloud Security Industry Professionals- Preparing for Certifications, Implementing Cloud Computing and even working on Cloud Security Table of Contents Introduction to Cloud Computing Virtualisation Software as a Service Platform as a Service Infrastructure as a Service Data in Cloud Cloud Security Cloud Computing – Simulation Specific Cloud Service Models Resource Allocation in Cloud Computing Mobile Cloud Computing About the AuthorDr. Anand Nayyar received Ph.D (Computer Science) in Wireless Sensor Networks and Swarm Intelligence. Presently he is working in Graduate School, Duy Tan University, Da Nang, Vietnam. He has total of fourteen Years of Teaching, Research and Consultancy experience with more than 250 Research Papers in various International Conferences and highly reputed journals. He is certified Professional with more than 75 certificates and member of 50 Professional Organizations. He is acting as “ACM DISTINGUISHED SPEAKER”Official Website: http://duytan.edu.vn/; http://gs.duytan.edu.vn/Professional Link:http://sdh.duytan.edu.vn/Home/EmployeeDetail/vn/70/anand-nayyar; http://gs.duytan.edu.vn/faculty-staff/staff/Web Link:http://www.anandnayyar.comScopus:https://www.scopus.com/authid/detail.uri?authorId=55201442200Google Scholar:https://scholar.google.com.tr/citations?hl=tr&pli=1&user=7uvZuX8AAAAJACM Distinguished Speaker:https://speakers.acm.org/speakers/nayyar_9983 Nombre d'accès : Illimité En ligne : http://library.ez.neoma-bs.fr/login?url=https://www.scholarvox.com/book/88938808 Permalink : https://cataloguelibrary.neoma-bs.fr/index.php?lvl=notice_display&id=564844 Instant Approach to Software Testing : Principles, Applications, Techniques, and Practices / Anand NAYYAR / BPB Publications (2019)PermalinkIntroduction to Digital Marketing 101 : Easy to Learn and implement hands on guide for Digital Marketing / Cecilia FIGUEROA / BPB Publications 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(2019)PermalinkRipple and Stablecoins : Use Cases on International Remittance, Capital, and Money Markets, based on Swaps, Micropayments, Trade Finance, Islamic Finance, and Stablecoins / Debajani MOHANTY / BPB Publications (2019)PermalinkPermalinkPermalinkScience of Selenium : Master Web UI Automation and Create Your Own Test Automation Framework / Kalilur RAHMAN / BPB Publications (2019)PermalinkSharePoint Online Modern Experience Practical Guide : Learn step by step how to use SharePoint Online Modern Experience / Sathish NADARAJAN / BPB Publications (2019)PermalinkPermalinkSQL Interview Questions : A complete question bank to crack your ANN SQL interview with real-time examples / Prasad KULKARNI / BPB Publications (2019)PermalinkStep-by-Step Angular Routing : Learn To Create client-side and Single Page Apps with Routing and Navigation / Stephen FLUIN / BPB Publications (2019)PermalinkStorage Optimization with Unity All-Flash Array : Learn to Protect, Replicate or Migrate your data across Dell EMC Unity Storage and UnityVSA / Victor WU / BPB Publications (2019)PermalinkVisual Studio 2019 In Depth : Discover and make use of the powerful features of the Visual Studio 2019 IDE to develop better and faster mobile, web, and desktop applications (English Edition) / Sunny SHARMA / BPB Publications (2019)PermalinkWriting Quality Research Papers : Brief Guidelines to enhance the quality of Research papers/ Manuscript / Pawan SINGH / BPB Publications (2019)PermalinkAngular Interview Questions and Answers Including Angular 6, 5, 4 and 2 : Including Angular 6,5,4 and 2 / Anil SINGH / BPB Publications (2018)PermalinkBlueJ Programming : learn lots of logic based skill of BlueJ / SK Wasim ALI / BPB Publications (2018)PermalinkComputer Storage fundamentals : Storage system, storage networking and host connectivity / Susanta DUTTA / BPB Publications (2018)PermalinkCore Java: Made Simple : A popular language for Android smart phone application, favoured for edge device and IOT … / 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