Building Data Driven Applications With Danfo Js

Author : Rising Odegua,Stephen Oni
Publisher : Packt Publishing Ltd
Page : 477 pages
File Size : 46,9 Mb
Release : 2021-09-24
Category : Computers
ISBN : 9781801078412

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Building Data-Driven Applications with Danfo.js by Rising Odegua,Stephen Oni Pdf

Get hands-on with building data-driven applications using Danfo.js in combination with other data analysis tools and techniques Key FeaturesBuild microservices to perform data transformation and ML model serving in JavaScriptExplore what Danfo.js is and how it helps with data analysis and data visualizationCombine Danfo.js and TensorFlow.js for machine learningBook Description Most data analysts use Python and pandas for data processing for the convenience and performance these libraries provide. However, JavaScript developers have always wanted to use machine learning in the browser as well. This book focuses on how Danfo.js brings data processing, analysis, and ML tools to JavaScript developers and how to make the most of this library to build data-driven applications. Starting with an overview of modern JavaScript, you'll cover data analysis and transformation with Danfo.js and Dnotebook. The book then shows you how to load different datasets, combine and analyze them by performing operations such as handling missing values and string manipulations. You'll also get to grips with data plotting, visualization, aggregation, and group operations by combining Danfo.js with Plotly. As you advance, you'll create a no-code data analysis and handling system and create-react-app, react-table, react-chart, Draggable.js, and tailwindcss, and understand how to use TensorFlow.js and Danfo.js to build a recommendation system. Finally, you'll build a Twitter analytics dashboard powered by Danfo.js, Next.js, node-nlp, and Twit.js. By the end of this app development book, you'll be able to build and embed data analytics, visualization, and ML capabilities into any JavaScript app in server-side Node.js or the browser. What you will learnPerform data experimentation and analysis with Danfo.js and DnotebookBuild machine learning applications using Danfo.js integrated with TensorFlow.jsConnect Danfo.js with popular database applications to aid data analysisCreate a no-code data analysis and handling system using internal librariesDevelop a recommendation system with Danfo.js and TensorFlow.jsBuild a Twitter analytics dashboard for sentiment analysis and other types of data insightsWho this book is for This book is for data analysts, data scientists, and JavaScript developers who want to create data-driven applications in the JavaScript/Node.js environment. Intermediate-level knowledge of JavaScript programming and data science using pandas is expected.

Author : Raffaello Cervigni,John Allen Rogers,Max Henrion
Publisher : World Bank Publications
Page : 189 pages
File Size : 54,7 Mb
Release : 2013-08-05
Category : Business & Economics
ISBN : 9780821399262

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Low-Carbon Development by Raffaello Cervigni,John Allen Rogers,Max Henrion Pdf

The Federal Government of Nigeria has adopted an ambitious strategy to make Nigeria the world’s 20th largest economy by 2020. Sustaining such a pace of growth will entail rapid expansion of the level of activity in key carbon-emitting sectors, such as power, oil and gas, agriculture and transport. In the absence of policies to accompany economic growth with a reduced carbon foot-print, emissions of greenhouse gases could more than double in the next two decades. This study finds that there are several options for Nigeria to achieve the development objectives of vision 20:2020 and beyond, but stabilizing emissions at 2010 levels, and with domestic benefits in the order of 2 percent of GDP. These benefits include cheaper and more diversified electricity sources; more efficient operation of the oil and gas industry; more productive and climate –resilient agriculture; and better transport services, resulting in fuel economies, better air quality, and reduced congestion. The study outlines several actions that the Federal Government could undertake to facilitate the transition towards a low carbon economy, including enhanced governance for climate action, integration of climate consideration in the Agriculture Transformation Agenda, promotion of energy efficiency programs, scale-up of low carbon technologies in power generation (such as renewables an combined cycle gas turbines), and enhance vehicle fuel efficiency.

Author : Gant Laborde
Publisher : "O'Reilly Media, Inc."
Page : 342 pages
File Size : 43,9 Mb
Release : 2021-05-10
Category : Computers
ISBN : 9781492090762

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Learning TensorFlow.js by Gant Laborde Pdf

Given the demand for AI and the ubiquity of JavaScript, TensorFlow.js was inevitable. With this Google framework, seasoned AI veterans and web developers alike can help propel the future of AI-driven websites. In this guide, author Gant Laborde--Google Developer Expert in machine learningand the web--provides a hands-on end-to-end approach to TensorFlow.js fundamentals for a broad technical audience that includes data scientists, engineers, web developers, students, and researchers. You'll begin by working through some basic examples in TensorFlow.js before diving deeper into neural network architectures, DataFrames, TensorFlow Hub, model conversion, transfer learning, and more. Once you finish this book, you'll know how to build and deploy production-readydeep learning systems with TensorFlow.js. Explore tensors, the most fundamental structure of machine learning Convert data into tensors and back with a real-world example Combine AI with the web using TensorFlow.js Use resources to convert, train, and manage machine learning data Build and train your own training models from scratch

Author : Raffaello Cervigni
Publisher : World Bank Publications
Page : 426 pages
File Size : 41,8 Mb
Release : 2013-07-10
Category : Business & Economics
ISBN : 9780821399736

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Assessing Low-Carbon Development in Nigeria by Raffaello Cervigni Pdf

The Federal Government of Nigeria has adopted Vision 20: 2020--an ambitious strategy to make Nigeria the world's 20th largest economy by 2020. In the absence of policies to accompany economic growth in key carbon-emitting sectors with a reduced carbon footprint, emission of greenhouse gases could more than double in the next two decades. To evaluate how to achieve the objectives of Vision 20: 2020 with reduced carbon emissions, the Federal Government of Nigeria and the World Bank undertook a multiyear program of analytical work. The summary results of this program are contained in a separate book (published in the World Bank's "Directions in Development" series) entitled Low-Carbon Development: Opportunities for Nigeria, which concludes that Nigeria can achieve its development objectives, while stabilizing emissions at 2010 levels and providing domestic benefi ts on the order of 2 percent of GDP. This volume is a collection of the background technical reports on the four sectors of inquiry: agriculture and land use, oil and gas, power, and transport. It contains details on the data, methodology, and assumptions used throughout the analysis. For agriculture and land use, the study team developed an agriculture production growth model, which permits the evaluation of sector emissions in both a reference and a low-carbon scenario. The study fi nds that low-carbon practices have signifi cant potential to make the sector more productive and more climate-resilient. For the oil and gas sector, the analysis assesses the potential of accelerated phase-put of gas fl aring, reduction of leakages, and increased energy effi ciency in the operation of facilities, to both reduce the sector's emission and contribute to the industry's net revenues and growth. The analysis of the power sector shows how the country can expand power generation and broaden access to electricity while reducing associated emissions, through renewable energy, energy effi ciency, and lower-carbon technologies in thermal power generation. Finally, this analysis assesses the expected growth in CO2 emissions from on-road transport under a normal business development scenario up to the year 2035, and it identifi es actions at national and local levels that would reduce this growth, resulting in fuel economies, better air quality, and reduced congestion. Assessing Low-Carbon Development in Nigeria: An Analysis of Four Sectors outlines several actions that the Nigerian government could undertake to facilitate the transition to a low-carbon economy.

Author : Jacqueline Ki-Zerbo,Unesco. International Scientific Committee for the Drafting of a General History of Africa
Publisher : Univ of California Press
Page : 372 pages
File Size : 53,9 Mb
Release : 1990
Category : History
ISBN : 0520066960

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UNESCO General History of Africa, Vol. I, Abridged Edition by Jacqueline Ki-Zerbo,Unesco. International Scientific Committee for the Drafting of a General History of Africa Pdf

"This volume covers the period from the end of the Neolithic era to the beginning of the seventh century of our era. This lengthy period includes the civilization of Ancient Egypt, the history of Nubia, Ethiopia, North Africa and the Sahara, as well as of the other regions of the continent and its islands."--Publisher's description

Author : Gant Laborde
Publisher : O'Reilly Media
Page : 300 pages
File Size : 43,7 Mb
Release : 2021-08-17
Category : Computers
ISBN : 1492090794

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Learning Tensorflow. Js by Gant Laborde Pdf

Combining the demand for AI with the ubiquity of JavaScript was inevitable. With Google's TensorFlow.js framework, seasoned AI veterans and web developers alike can help propel the future of AI-driven websites. In this guide, author Gant Laborde--Google Developer Expert in machine learning and the web--provides a hands-on, end-to-end approach to TensorFlow.js fundamentals for a broad technical audience that includes data scientists, engineers, web developers, students, and researchers. You'll begin by working through some basic examples in TensorFlow.js before diving deeper into neural network architectures, DataFrames, TensorFlow Hub, model conversion, transfer learning, and more. Once you finish this book, you'll know how to build and deploy production-ready deep learning systems with TensorFlow.js. Explore tensors, the most fundamental structure of machine learning Convert data into tensors and back with a real-world example Combine AI with the web using TensorFlow.js and other tools Use resources to convert, train, and manage machine learning data Start building and training your own training models from scratch Learn how to create your own image classification models Examine transfer learning: retraining an advanced model to perform a new task

Author : Bethany Griggs
Publisher : Packt Publishing Ltd
Page : 512 pages
File Size : 55,9 Mb
Release : 2020-11-25
Category : Computers
ISBN : 9781838554576

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Node Cookbook by Bethany Griggs Pdf

Discover practical recipes to get to grips with Node.js concepts and programming models for delivering a scalable server-side for your applications Key FeaturesImplement practical solutions for scaling, securing, and testing your Node.js web apps effectivelyBuild and deploy scalable microservices architecture with the power of Node.js 14Discover techniques for debugging and testing Node.js applicationsBook Description A key technology for building web applications and tooling, Node.js brings JavaScript to the server enabling full-stack development in a common language. This fourth edition of the Node Cookbook is updated with the latest Node.js features and the evolution of the Node.js framework ecosystems. This practical guide will help you to get started with creating, debugging, and deploying your Node.js applications and cover solutions to common problems, along with tips to avoid pitfalls. You'll become familiar with the Node.js development model by learning how to handle files and build simple web applications and then explore established and emerging Node.js web frameworks such as Express.js and Fastify. As you advance, you'll discover techniques for detecting problems in your applications, handling security concerns, and deploying your applications to the cloud. This recipe-based guide will help you to easily navigate through various core topics of server-side web application development with Node.js. By the end of this Node book, you'll be well-versed with core Node.js concepts and have gained the knowledge to start building performant and scalable Node.js applications. What you will learnUnderstand the Node.js asynchronous programming modelCreate simple Node.js applications using modules and web frameworksDevelop simple web applications using web frameworks such as Fastify and ExpressDiscover tips for testing, optimizing, and securing your web applicationsCreate and deploy Node.js microservicesDebug and diagnose issues in your Node.js applicationsWho this book is for The book is for web developers who have knowledge of JavaScript and want to gain a broad understanding of Node.js concepts for server-side development.

Author : Orhan TORKUL,Tuğba TUNACAN
Publisher : Efe Akademi Yayınları
Page : 268 pages
File Size : 43,8 Mb
Release : 2022-11-25
Category : Computers
ISBN : 9786256995178

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Knowledge Management and Digital Transformation Power by Orhan TORKUL,Tuğba TUNACAN Pdf

İÇİNDEKİLER ARTIFICIAL INTELLIGENCE AND MACHINE LEARNING TECHNIQUES IN DISTANCE EDUCATION (2012-2021): A SYSTEMATIC REVIEW MEHMET BARIŞ HORZUM - DENİZ DEMİRCİOĞLU DİREN THE ROLE OF CUSTOMER KNOWLEDGE IN DIGITAL TRANSFORMATION: CUSTOMER KNOWLEDGE MANAGEMENT AS A COMPETITIVE ADVANTAGE THROUGH SOCIAL MEDIA PLATFORMS LEVENT ÇALLI MACHINE LEARNING AS A TOOL FOR ACHIEVING DIGITAL TRANSFORMATION MERVE ŞİŞCİ - YUNUS EMRE TORKUL - İHSAN HAKAN SELVİ BLOCKCHAIN-BASED ENERGY MANAGEMENT FOR SUPPLY CHAIN MANAGEMENT ERAY AÇIKGÖZ - BERRİN DENİZHAN A STUDY ON DEEP LEARNING BASED APPLICATIONS USED IN AGRICULTURE IN TURKIYE GÜNAY TEMÜR BLOCKCHAIN AND INFORMATION SHARING FATİH ÇALLI INDUSTRY 4.0, SMART FACTORIES AND EFFECTS ON BUSINESS TİJEN ÖVER ÖZÇELİK - İHSAN HAKAN SELVİ - AYTEN YILMAZ YALÇINER - MUHAMMED TAHA ZEREN ANALYSIS OF THE PARAMETERS THAT AFFECT THE MOISTURE CONTENT OF THE PUMPKIN BY DATA MINING FEYZA GÜRBÜZ OPPORTUNITIES AND CHALLENGES OF DIGITAL TRANSFORMATION IN SMEs-THE ROLE OF DYNAMIC CAPABILITIES AS A CATALYST BÜŞRA ALMA ÇALLI A CUSTOMER-CENTRIC ANALYTICS FRAMEWORK AND INSIGHTS OF DIGITAL TRANSFORMATION ÖMER FARUK SEYMEN THE FUTURE OF MONEY AS A FINANCIAL INVESTMENT TOOL: CENTRAL BANK DIGITAL CURRENCY İNCİ MERVE ALTAN

Author : Cyprian Ekwensi
Publisher : East African Publishers
Page : 84 pages
File Size : 41,9 Mb
Release : 1990
Category : English fiction
ISBN : 9966467580

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The Passport of Mallam Ilia by Cyprian Ekwensi Pdf

Author : Ved Antani
Publisher : Packt Publishing Ltd
Page : 250 pages
File Size : 48,7 Mb
Release : 2016-01-30
Category : Computers
ISBN : 9781785286285

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Mastering JavaScript by Ved Antani Pdf

Explore and master modern JavaScript techniques in order to build large-scale web applications About This Book Write powerful code with the high-level functions that JavaScript offers Test and debug issues with JavaScript code using various modern mechanisms Offers an expert's eye on the latest ES6 features and how these advanced tasks fit together in JavaScript as a whole Who This Book Is For This book is ideal for web developers who are looking to master modern JavaScript concepts and design principles. You should already have an intermediate level of JavaScript knowledge before starting this book. What You Will Learn Get a run through of the basic JavaScript language constructs Get familiar with the Functions and Closures of JavaScript Explore Regular Expressions in JavaScript Code using the powerful object-oriented feature in JavaScript Test and debug your code using JavaScript strategies Master DOM manipulation, cross-browser strategies, and ES6 Understand the basic concurrency constructs in Javascript and best performance strategies Learn to build scalable server application in JavaScript using Node.js In Detail JavaScript is a high-level, dynamic, untyped, lightweight, and interpreted programming language. Along with HTML and CSS, it is one of the three essential technologies of World Wide Web content production, and is an open source and cross-platform technology. The majority of websites employ JavaScript, and it is well supported by all modern web browsers without plugins. However, the JavaScript landscape has changed dramatically in recent years, and you need to adapt to the new world of JavaScript that people now expect. Mastering modern JavaScript techniques and the toolchain are essential to develop web-scale applications. Mastering JavaScript will be your companion as you master JavaScript and build innovative web applications. To begin with, you will get familiarized with the language constructs and how to make code easy to organize. You will gain a concrete understanding of variable scoping, loops, and best practices on using types and data structures, as well as the coding style and recommended code organization patterns in JavaScript. The book will also teach you how to use arrays and objects as data structures. You will graduate from intermediate-level skills to advanced techniques as you come to understand crucial language concepts and design principles. You will learn about modern libraries and tools so you can write better code. By the end of the book, you will understand how reactive JavaScript is going to be the new paradigm. Style and approach This is a comprehensive guide with a clear focus on practical use cases and patterns. Each chapter consists of best practices, useful advice, and a bunch of easy-to-follow examples that will build up your skills as you advance through the book.

Author : Maya Gans,Toby Hodges,Greg Wilson
Publisher : Chapman & Hall/CRC
Page : 232 pages
File Size : 55,8 Mb
Release : 2020
Category : Information visualization
ISBN : 0367426528

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JavaScript for Data Science by Maya Gans,Toby Hodges,Greg Wilson Pdf

"JavaScript is the language of the web. Originally developed for making browser-based interfaces more dynamic, it is now used for large-scale software projects of all kinds, including scientific visualization tools and data services. However, most researchers and data scientists have little or no experience with it. This book is designed to fill that void. It introduces readers to JavaScript's power and idiosyncrasies, and guides them through the key features of the modern version of the language and its tools and libraries. The book places equal focus on client- and server-side programming, and shows readers how to create interactive web content, build and test data services, and visualize data in the browser"--

Author : Francois Voron
Publisher : Packt Publishing Ltd
Page : 426 pages
File Size : 42,8 Mb
Release : 2021-10-08
Category : Computers
ISBN : 9781801074186

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Building Data Science Applications with FastAPI by Francois Voron Pdf

Get well-versed with FastAPI features and best practices for testing, monitoring, and deployment to run high-quality and robust data science applications Key FeaturesCover the concepts of the FastAPI framework, including aspects relating to asynchronous programming, type hinting, and dependency injectionDevelop efficient RESTful APIs for data science with modern PythonBuild, test, and deploy high performing data science and machine learning systems with FastAPIBook Description FastAPI is a web framework for building APIs with Python 3.6 and its later versions based on standard Python-type hints. With this book, you'll be able to create fast and reliable data science API backends using practical examples. This book starts with the basics of the FastAPI framework and associated modern Python programming language concepts. You'll be taken through all the aspects of the framework, including its powerful dependency injection system and how you can use it to communicate with databases, implement authentication and integrate machine learning models. Later, you'll cover best practices relating to testing and deployment to run a high-quality and robust application. You'll also be introduced to the extensive ecosystem of Python data science packages. As you progress, you'll learn how to build data science applications in Python using FastAPI. The book also demonstrates how to develop fast and efficient machine learning prediction backends and test them to achieve the best performance. Finally, you'll see how to implement a real-time face detection system using WebSockets and a web browser as a client. By the end of this FastAPI book, you'll have not only learned how to implement Python in data science projects but also how to maintain and design them to meet high programming standards with the help of FastAPI. What you will learnExplore the basics of modern Python and async I/O programmingGet to grips with basic and advanced concepts of the FastAPI frameworkImplement a FastAPI dependency to efficiently run a machine learning modelIntegrate a simple face detection algorithm in a FastAPI backendIntegrate common Python data science libraries in a web backendDeploy a performant and reliable web backend for a data science applicationWho this book is for This Python data science book is for data scientists and software developers interested in gaining knowledge of FastAPI and its ecosystem to build data science applications. Basic knowledge of data science and machine learning concepts and how to apply them in Python is recommended.

Author : Richard Dowden
Publisher : PublicAffairs
Page : 256 pages
File Size : 48,8 Mb
Release : 2008-12-16
Category : History
ISBN : 9780786741427

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Africa by Richard Dowden Pdf

After a lifetime's close observation of the continent, one of the world's finest Africa correspondents has penned a landmark book on life and death in modern Africa. It takes a guide as observant, experienced, and patient as Richard Dowden to reveal its truths. Dowden combines a novelist's gift for atmosphere with the scholar's grasp of historical change as he spins tales of cults and commerce in Senegal and traditional spirituality in Sierra Leone; analyzes the impact of oil and the internet on Nigeria and aid on Sudan; and examines what has gone so badly wrong in Zimbabwe, Rwanda, Burundi, and the Congo. Dowden's master work is an attempt to explain why Africa is the way it is, and enables its readers to see and understand this miraculous continent as a place of inspiration and tremendous humanity.

Author : Mimmi Söderberg Kovacs,Jesper Bjarnesen
Publisher : Zed Books Ltd.
Page : 433 pages
File Size : 48,8 Mb
Release : 2018-04-15
Category : Political Science
ISBN : 9781786992314

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Violence in African Elections by Mimmi Söderberg Kovacs,Jesper Bjarnesen Pdf

Multiparty elections have become the bellwether by which all democracies are judged, and the spread of these systems across Africa has been widely hailed as a sign of the continent’s progress towards stability and prosperity. But such elections bring their own challenges, particularly the often intense internecine violence following disputed results. While the consequences of such violence can be profound, undermining the legitimacy of the democratic process and in some cases plunging countries into civil war or renewed dictatorship, little is known about the causes. By mapping, analysing and comparing instances of election violence in different localities across Africa – including Kenya, Ivory Coast and Uganda – this collection of detailed case studies sheds light on the underlying dynamics and sub-national causes behind electoral conflicts, revealing them to be the result of a complex interplay between democratisation and the older, patronage-based system of ‘Big Man’ politics. Essential for scholars and policymakers across the social sciences and humanities interested in democratization, peace-keeping and peace studies, Violence in African Elections provides important insights into why some communities prove more prone to electoral violence than others, offering practical suggestions for preventing violence through improved electoral monitoring, voter education, and international assistance.

Author : Yang Li,Otmar Hilliges
Publisher : Springer Nature
Page : 602 pages
File Size : 47,8 Mb
Release : 2021-11-04
Category : Computers
ISBN : 9783030826819

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Artificial Intelligence for Human Computer Interaction: A Modern Approach by Yang Li,Otmar Hilliges Pdf

This edited book explores the many interesting questions that lie at the intersection between AI and HCI. It covers a comprehensive set of perspectives, methods and projects that present the challenges and opportunities that modern AI methods bring to HCI researchers and practitioners. The chapters take a clear departure from traditional HCI methods and leverage data-driven and deep learning methods to tackle HCI problems that were previously challenging or impossible to address. It starts with addressing classic HCI topics, including human behaviour modeling and input, and then dedicates a section to data and tools, two technical pillars of modern AI methods. These chapters exemplify how state-of-the-art deep learning methods infuse new directions and allow researchers to tackle long standing and newly emerging HCI problems alike. Artificial Intelligence for Human Computer Interaction: A Modern Approach concludes with a section on Specific Domains which covers a set of emerging HCI areas where modern AI methods start to show real impact, such as personalized medical, design, and UI automation.