Algorithms of the Intelligent Web, Second Edition teaches you how to create machine learning applications that crunch and wrangle data collected from users, web applications, and website logs. In this totally revised edition, you'll look at intelligent algorithms that extract real value from data. Key machine learning concepts are explained with code examples in Python's scikit-learn. This book guides you through algorithms to capture, store, and structure data streams coming from the web. You'll explore recommendation engines and dive into classification via statistical algorithms, neural networks, and deep learning. Valuable insights are buried in the tracks web users leave as they navigate pages and applications. You can uncover them by using intelligent algorithms like the ones that have earned Facebook, Google, and Twitter a place among the giants of web data pattern extraction. This audiobook includes:An introduction to machine learningExtracting structure from dataDeep learning and neural networksHow recommendation engines work Knowledge of Python is assumed for the listener. Douglas McIlwraith is a machine learning expert and data science practitioner in the field of Online advertising. Dr. Haralambos Marmanis is a pioneer in the adoption of machine learning techniques for industrial solutions. Dmitry Babenko designs applications for banking, insurance, and supply-chain management. Table of Contents:1. Building applications for the intelligent web 2. Extracting structure from data: clustering and transforming your data 3. Recommending relevant content 4. Classification: placing things where they belong 5. Case study: click prediction for Online advertising 6. Deep learning and neural networks 7. Making the right choice 8. The future of the intelligent web li 1. Language: English. Narrator: Mark Thomas. Audio sample: http://samples.audible.de/bk/acx0/130626/bk_acx0_130626_sample.mp3. Digital audiobook in aax.
Have you ever paused and wondered why some companies like Amazon know what you like and make timely recommendations to you? Have you noticed that some ads are really "sticky" and seem to follow you from your favorite websites to your Facebook or LinkedIn? Everyone hates spam emails and if you have email accounts from different email providers, you can see which is doing a better job in filtering them out for you. Machine learning has become an important backend pillar for technologies to innovate and improve while continuing to learn to bring us the best possible results that we desire based on our feedback. With time, the results get better and more accurate which bring us better values such as convenience and save us time. In this book, you will have a peek into what machine learning is all about and the vast applications which underpin this revolutionary AI technology. Here's what you will learn: The ins and outs of machine learning algorithms Some of the applications that have been developed as a result of machine learning An important chapter that is fundamental to applying machine learning The building blocks of machine learning Explore the three different types of machine learning algorithms And much more.... Machine Learning: For Beginners: Definitive Guide for Neural Networks, Algorithms, Random Forests and Decision Trees Made Simple is your must-have guide to explore and learn about machine learning, neural networks, algorithms (Markov, Bayes, KNN, and many more), random forests, and decision trees. PLEASE NOTE: When you purchase this title, the accompanying reference material will be available in your Library section along with the audio. 1. Language: English. Narrator: Alex Benson. Audio sample: http://samples.audible.de/bk/acx0/090995/bk_acx0_090995_sample.mp3. Digital audiobook in aax.
We depend on - we believe in - algorithms to help us get a ride, choose which book to buy, execute a mathematical proof. It's as if we think of code as a magic spell, an incantation to reveal what we need to know and even what we want. Humans have always believed that certain invocations - the marriage vow, the shaman's curse - do not merely describe the world but make it. Computation casts a cultural shadow that is shaped by this long tradition of magical thinking. In What Algorithms Want, Ed Finn considers how the algorithm - in practical terms, "a method for solving a problem" - has its roots not only in mathematical logic but also in cybernetics, philosophy, and magical thinking. Finn argues that the algorithm deploys concepts from the idealized space of computation in a messy reality, with unpredictable and sometimes fascinating results. Drawing on sources that range from Neal Stephenson's Snow Crash to Diderot's Encyclopédie, from Adam Smith to the Star Trek computer, Finn explores the gap between theoretical ideas and pragmatic instructions. He examines the development of intelligent assistants like Siri, the rise of algorithmic aesthetics at Netflix, Ian Bogost's satiric Facebook game Cow Clicker, and the revolutionary economics of Bitcoin. He describes Google's goal of anticipating our questions, Uber's cartoon maps and black box accounting, and what Facebook tells us about programmable value, among other things. If we want to understand the gap between abstraction and messy reality, Finn argues, we need to build a model of "algorithmic reading" and scholarship that attends to process, spearheading a new experimental humanities. 1. Language: English. Narrator: Scott Merriman. Audio sample: http://samples.audible.de/bk/brll/008781/bk_brll_008781_sample.mp3. Digital audiobook in aax.
With over 30 million US small businesses and thousands being created every day, many business owners have a few issues in common. The first is that they need to increase the traffic of customers. The second is a weak social media marketing strategy spread across multiple platforms. And the third issue is that many small business owners aren't able to create and implement a targeted marketing strategy because they either don't know how or don’t have the time to do it themselves. That's where social media marketing agencies come in. Billions of people are using social media every single day and with Facebook being the most popular, it is single-handedly transforming how business marketing is conducted. 42% of all marketers report that Facebook is absolutely crucial for businesses. A social media marketing agency or SMMA providing Facebook ad services is one of the best businesses to start in this day and age. With this book, you will discover how to start and scale a Facebook ad agency from scratch, even if you have never done marketing on the platform before. You will uncover numerous actionable strategies and tools to build a successful social media marketing agency fast. The contents of this book include how to:• Understand Facebook’s advertising algorithms • Understand Facebook's business manager • Run your first Facebook ad • Run retargeting ads • Overcome the client acquisition hurdle • Implement eight different client outreach methods • Price your agency services for success • Scale your agency to new heights • Position your agency for success • Stop analysis paralysis and take action And so much more. The Art of a Self-Made Facebook Ad Agency was written to empower aspiring entrepreneurs to build their own business in the ever-growing digital marketing industry as soon as possible. It doesn't matter how old you are or what level of experienc 1. Language: English. Narrator: Cody Lopez. Audio sample: http://samples.audible.de/bk/acx0/175990/bk_acx0_175990_sample.mp3. Digital audiobook in aax.
Here’s how to supercharge your business in 2020.Social media is an incredible tool for building your brand. Whether it's advertising, driving traffic, or building an audience, it’s never been more important for your business to be using these platforms.Containing a wide variety of must-listen advice, the Social Media Marketing Strategy 2020 is your guide to understanding this complex and rapidly changing world. Covering all the major platforms, such as Facebook, Instagram, Twitter, and even Linkedin, this book has everything you need to build your brand for 2020 success!Inside, you’ll discover:Why Becoming an Influencer Is So ImportantThe History of Social Media, and Which One Is Best For YouThe Amazing Potential of Facebook AdsInstagram and Facebook - How to Be Successful on BothUsing Linkedin to Manage Your Professional IdentityHow to Make Full Use of the Twitter AlgorithmThe Underestimated Power of YouTube and Its MonetizationAnd So Much More!From understanding the algorithms behind these social media giants to learning how to make their advertising work for you, this book is an invaluable guide for anyone interested in growing their business. Online advertising is a highly competitive place - you need the right tools and information to stand out from the crowd and beat your competition. This book shows you how.So what are you waiting for? Buy now to discover how to supercharge your business today! 1. Language: English. Narrator: Jae Huff. Audio sample: http://samples.audible.de/bk/acx0/174915/bk_acx0_174915_sample.mp3. Digital audiobook in aax.
Here’s how to supercharge your business in 2020.Social media is an incredible tool for building your brand. Whether it’s advertising, driving traffic, or building an audience, it’s never been more important for your business to be using these platforms.Containing a wide variety of must-listen advice, Social Media Marketing 2020 Strategy is your guide to understanding this complex and rapidly changing world. Covering all the major platforms, such as Facebook, Instagram, Twitter, and even Linkedin, this audiobook has everything you need to build your brand for 2020 success!Inside, you’ll discover chapters like:Why Becoming an Influencer is So ImportantThe History of Social Media, and Which One is Best For YouThe Amazing Potential of Facebook AdsInstagram and Facebook - How to Be Successful on BothUsing Linkedin to Manage Your Professional IdentityHow To Make Full Use of the Twitter AlgorithmThe Underestimated Power of YouTube and Its MonetizationAnd so much more!From understanding the algorithms behind these social media giants to learning how to make their advertising work for you, this audiobook is an invaluable guide for anyone interested in growing their business. Online advertising is a highly competitive place. You need the right tools and information to stand out from the crowd and beat your competition. This book shows you how.So, what are you waiting for? Buy now to discover how to supercharge your business today! 1. Language: English. Narrator: John Griffith. Audio sample: http://samples.audible.de/bk/acx0/171763/bk_acx0_171763_sample.mp3. Digital audiobook in aax.
It’s time to harness the unimaginable power of social media advertising and use it to outsmart, outhustle, and outsell your competition! Have you ever wondered how some brands can dominate the ever-changing social media world? No, they don’t have any secret formulas or magic algorithms that generate likes, shares, followers, and engagement. What they DO have is a tested and proven social media marketing strategy. The Biggest Social Media Marketing Secrets...Are Not Secrets Anymore!When it comes to building your personal brand on Instagram, Facebook, Twitter, YouTube, or Pinterest, you cannot afford to settle for all those outdated advertising methods that worked two years ago. Discover The Best Methods, Tricks, and Steps For Successful Social Media Marketing! In this eye-opening social media for business book, you will be able to:LEARN how to use Instagram to grow your brandUNDERSTAND the power of Facebook Ads MAKE YouTube and Twitter work for your brandWhat’s In It For You?By the end of this all-inclusive digital marketing book for social advertising, you will be able to: ENGAGE your followers and create content worth sharing, liking, and followingCREATE a brand voice that will get you ahead of the packBOOST your followers, shares, likes, engagement, sales, and brand awareness And The Best Part? You don’t have to waste endless hours searching for proven social media marketing tips, Instagram marketing methods, Facebook advertising strategies, YouTube channel tips for dummies, or Twitter Ads tricks for beginners.Gregory Belmont, the author of this game-changing book on social media marketing for business and seasoned veteran digital marketer, has created a foolproof social media advertising guide that includes: PROVEN TIPS that will teach you how to master a 1. Language: English. Narrator: Ray Hylton. Audio sample: http://samples.audible.de/bk/acx0/162516/bk_acx0_162516_sample.mp3. Digital audiobook in aax.
There is a popular joke that a data scientist is someone who knows more computer science than a statistician, and knows more statistics than a computer scientist. While to a large extent, this is true, becoming a good data scientist requires the mastery of not only these two key areas, but also some theories and models crucial to this field. However, this area has proven to be very difficult to understand. Data scientists get easily get fed up with the various theories and models they have to master to excel in the field.The growing rate of data science today has made it a go-to area of computer studies. Data scientists are needed in virtually all fields and careers. Platforms like Facebook, Twitter, and even more professional site like LinkedIn are made effective by data scientists. The service of a data scientist is needed in professions such as business and finance organizations, banks, health care centers, and even law firms.This book provides a detailed explanation of the theories, algorithms, statistics, and analysis applicable to the domain of data science. It gives a step by step guide on how the various theories in data science are implemented. It explains in detail the difference between the two major types of regressions we have: Linear and nonlinear regressions. Explanation on interesting areas like R programming, Auction, data extraction and analysis, algorithms, and many more are covered in detail.Data science entails the mastery of statistics applicable to the field. In this book, formulas for examining key areas, like handling data, analyzing data, and implementing data are provided.The book is recommended to all interested listeners who aspire to stand out in the field of data science. 1. Language: English. Narrator: Nick Clawson. Audio sample: http://samples.audible.de/bk/acx0/196796/bk_acx0_196796_sample.mp3. Digital audiobook in aax.