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Advanced Forecasting with Python
Advanced Forecasting with Python

Cover all the machine learning techniques relevant for forecasting problems, ranging from univariate and multivariate time series to supervised learning, to state-of-the-art deep forecasting models such as LSTMs, recurrent neural networks, Facebook's open-source Prophet model, and Amazon's DeepAR model. Rather than focus on a specific set of models, this book presents an exhaustive overview of all the techniques relevant to practitioners of forecasting. It begins by explaining the different categories of models that are relevant for forecasting in a high-level language. Next, it covers univariate and multivariate time series models followed by advanced machine learning and deep learning models. It concludes with reflections on model selection such as benchmark scores vs. understandability of models vs. compute time, and automated retraining and updating of models. Each of the models presented in this book is covered in depth, with an intuitive simple explanation of the model, a m ...
Facebook Marketing For Dummies, 6th Edition
Facebook Marketing For Dummies, 6th Edition

With 2 billion monthly active users across the world, Facebook has evolved into a community of consumers, creating a primary resource for marketers. This presents a demand for knowledge about how to strategically plan, execute, and analyze a successful Facebook marketing campaign. Now, the trusted Facebook Marketing For Dummies has been fully updated to cover the newest tools and features important to marketers and Facebook page owners. If you're a marketer looking to effectively add Facebook to your overall marketing mix, consider this book the mecca of Facebook marketing. Inside, you'll discover the psychology of the Facebook user, establish a social media presence, increase your brand awareness, integrate Facebook marketing with other marketing strategies, learn to target a specific audience, and much more. Develop a desirable community; Sell products and services; Use Facebook events to drive sales; Get new busin ...
Facebook For Dummies, 7th Edition
Facebook For Dummies, 7th Edition

When you join Facebook you're joining a community with over two billion people spread around the globe. It helps to have the insight on not only how to set up your profile and add content, but also how to make sure you control who sees - and doesn't see - your posts. Facebook For Dummies provides the trusted guidance you need to set up a profile, add content, and apply the many tools Facebook provides to give you control of your content. Primarily known as a way for individuals to share information, photos and videos, and calendar invitations, Facebook has gained prominence as a means to spread news, market products, and serve as a business platform. Whatever you're looking to use it for, this book shows you how to use all the features available to make it a more satisfying experience. Build your profile and start adding friends; Use Facebook to send private messages and instant notes; Discover ways to set privacy and avoid online nuisances; Lau ...
Visualising Facebook
Visualising Facebook

Since the growth of social media, human communication has become much more visual. This book presents a scholarly analysis of the images people post on a regular basis to Facebook. By including hundreds of examples, readers can see for themselves the differences between postings from a village north of London, and those from a small town in Trinidad. Why do women respond so differently to becoming a mother in England from the way they do in Trinidad? How are values such as carnival and suburbia expressed visually? Based on an examination of over 20,000 images, the authors argue that phenomena such as selfies and memes must be analysed in their local context. The book aims to highlight the importance of visual images today in patrolling and controlling the moral values of populations, and explores the changing role of photography from that of recording and representation, to that of communication, where an image not only documents an experience but also enhances it, making the moment it ...
Facebook Marketing For Dummies, 5th Edition
Facebook Marketing For Dummies, 5th Edition

This new edition of Facebook Marketing For Dummies arms novice to expert marketers with everything they need to plan, refine, execute, and maintain a successful Facebook marketing campaign. Fully updated to cover the latest tools and techniques of Facebook marketing, you'll find hands-on guidance to create and administer your Page Timeline, understand the psychology of the Facebook user, build your fan base, utilize events, contests, and polls to promote your Page, increase your brand awareness, integrate your Facebook marketing campaign with other marketing strategies, and monitor, measure, and adjust your Facebook marketing campaigns. Written by a leading expert on helping others use Facebook and other social media tools to promote and enhance their brands, this practical guide gets you up and running on Facebook marketing—fast. In plain English, it walks you through all the latest features, including new designs for the Ne ...
Mastering OAuth 2.0
Mastering OAuth 2.0

OAuth 2.0 is a powerful authentication and authorization framework that has been adopted as a standard in the technical community. Proper use of this protocol will enable your application to interact with the world's most popular service providers, allowing you to leverage their world-class technologies in your own application. Want to log your user in to your application with their Facebook account? Want to display an interactive Google Map in your application? How about posting an update to your user's LinkedIn feed? This is all achievable through the power of OAuth. With a focus on practicality and security, this book takes a detailed and hands-on approach to explaining the protocol, highlighting important pieces of information along the way. At the beginning, you will learn what OAuth is, how it works at a high level, and the steps involved in creating an application. After obtaining an overview of OAuth, you will move on to the second part of the book where you will l ...
Facebook All-in-One For Dummies, 2nd Edition
Facebook All-in-One For Dummies, 2nd Edition

Facebook has more than a billion users worldwide. Whether you enjoy spending time on Facebook every day, use it to advertise and market your product, or develop Facebook apps, this go-to guide has something you need. Its six minibooks cover creating a personal timeline, connecting with others, connecting Facebook to other social media, building a fan page, marketing a business on Facebook and developing Facebook apps. It's fully updated to cover the latest Facebook changes, including Graph Search, mobile apps, Timeline enhancements, and news feed redesign. ...
Facebook Marketing All-in-One For Dummies, 3rd Edition
Facebook Marketing All-in-One For Dummies, 3rd Edition

Facebook Marketing All-in-One For Dummies, 3rd Edition is a detailed resource for businesses, brands, and people who are interested in promoting themselves, their goods, and their services on Facebook. Fully updated to cover new Facebook features, this new Third Edition includes guidance on Graph Search, the updated News Feed design, cover photo rules, advertising changes, updated mobile apps, and more. Examples and case studies illustrate best practices, and the book provides step-by-step guidance on creating a successful Facebook marketing campaign, from setting up a fan page to analyzing results. Facebook is considered the most fully-engaged social media platform for most marketers. With more than a billion users who comment over 3.2 billion times per day, Facebook provides a ready and willing customer base to businesses savvy enough to take advantage. ...
Mining the Social Web, 2nd Edition
Mining the Social Web, 2nd Edition

How can you tap into the wealth of social web data to discover who's making connections with whom, what they're talking about, and where they're located? With this expanded and thoroughly revised edition, you'll learn how to acquire, analyze, and summarize data from all corners of the social web, including Facebook Twitter, LinkedIn, Google+, GitHub, email, websites, and blogs. The example code for this unique data science book is maintained in a public GitHub repository. It's designed to be easily accessible through a turnkey virtual machine that facilitates interactive learning with an easy-to-use collection of IPython Notebooks. ...
How to Create the Next Facebook
How to Create the Next Facebook

In just under a decade, Facebook has gone from a Harvard prodigy's dorm-room experiment to an essential part of the social life of hundreds of millions of children, teens, and adults across the globe. It's no surprise, then, that the company has been the subject of countless magazine articles, books, and even movies. But despite the extensive coverage that has been given to the company in the years since founder Mark Zuckerberg first took Facebook live on Harvard's server, one question remains unanswered: From a business standpoint, how, exactly, did Facebook do it? ...
Beginning Facebook Game Apps Development
Beginning Facebook Game Apps Development

Today's Facebook is emerging to become tomorrow's operating system, according to some. Certainly, a WebOS. Web standards-based apps using HTML5, JavaScript, CSS3 and more are now possible on Facebook. Why not get started with developing and selling Facebook game apps on Facebook's App Store? Beginning Facebook Game Apps Development gets you started with building your first game apps that run on Facebook. Become your own "Zynga" and create your own "Civilization" or "Farmville" and more. Build rich Web-based apps that you can sell on Facebook's App Store. ...
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