Demonstrate fundamentals of Deep Learning and neural network methodologies using Keras 2.x Key Features *Experimental projects showcasing the implementation of high-performance deep learning models with Keras. * *Use-cases across reinforcement learning, natural language processing, GANs and computer vision. * *Build strong fundamentals of Keras in the area of deep learning and artificial intelligence. Book Description Keras 2.x Projects explains how to leverage the power of Keras to build and train state-of-the-art deep learning models through a series of practical projects that look at a range of real-world application areas. To begin with, you will quickly set up a deep learning environment by installing the Keras library. Through each of the projects, you will explore and learn the advanced concepts of deep learning and will learn how to compute and run your deep learning models using the advanced offerings of Keras. You will train fully-connected multilayer networks, convolutional neural networks, recurrent neural networks, autoencoders and generative adversarial networks using real-world training datasets. The projects you will undertake are all based on real-world scenarios of all complexity levels, covering topics such as language recognition, stock volatility, energy consumption prediction, faster object classification for self-driving vehicles, and more. By the end of this book, you will be well versed with deep learning and its implementation with Keras. You will have all the knowledge you need to train your own deep learning models to solve different kinds of problems. What you will learn *Apply regression methods to your data and understand how the regression algorithm works *Understand the basic concepts of classification methods and how to implement them in the Keras environment *Import and organize data for neural network classification analysis *Learn about the role of rectified linear units in the Keras network architecture *Implement a recurrent neural network to classify the sentiment of sentences from movie reviews *Set the embedding layer and the tensor sizes of a network Who this book is for If you are a data scientist, machine learning engineer, deep learning practitioner or an AI engineer who wants to build speedy intelligent applications with minimal lines of codes, then this book is the best fit for you. Sound knowledge of machine learning and basic familiarity with Keras library would be useful.

An effective guide to becoming an AWS Certified SysOps Administrator Key Features * Not only pass the certification with confidence but also enhance your skills to solving real-world scenarios. * A practical guide to getting you hands-on experience with application management, deployment, operation. * Enhance your AWS skills with practice questions and mock tests. Book Description AWS certifications are becoming one of the must have certifications for any IT professional working on an AWS Cloud platform. This book will act as your one stop preparation guide to validate your technical expertise in deployment, management, and operations on the AWS platform. Along with exam specific content this book will also deep dive into real world scenarios and hands-on instructions. This book will revolve around concepts like teaching you to deploy, manage, and operate scalable, highly available, and fault tolerant systems on AWS. You will also learn to migrate an existing on-premises application to AWS. You get hands-on experience in selecting the appropriate AWS service based on compute, data, or security requirements. This book will also get you well versed with estimating AWS usage costs and identifying operational cost control mechanisms. By the end of this book, you will be all prepared to implement and manage resources efficiently on the AWS cloud along with confidently passing the AWS Certified SysOps Administrator – Associate exam. What you will learn * Create and manage users, groups, and permissions using AWS IAM services * Create a secure VPC with public and private subnets, Network Access Control, and security groups * Get started with launching your first EC2 instance, and working with it * Handle application traffic with ELB and monitor AWS resources with CloudWatch * Work with S3, Glacier, and CloudFront * Work across distributed application components using SWF * Understand event-based processing with Lambda and messaging SQS and SNS in AWS * Get familiar with AWS deployment concepts and tools including Elastic Beanstalk, CloudFormation and AWS OpsWorks Who this book is for If you are a system administrator or a system engineer interested in leveraging the AWS platform to deploy applications then, this book is for you. IT professionals interested in passing the AWS Certified Sysops Administrator will also benefit from this book. Some basic understanding of working AWS components would do wonders.

Build, secure, and deploy real-world serverless applications in AWS and peek into the serverless cloud offerings from Azure, Google Cloud, and IBM Cloud Key Features * Build serverless applications with AWS Lambda, AWS CloudFormation and AWS CloudWatch * Perform data analytics and natural language processing(NLP)on the AWS serverless platform * Explore various design patterns and best practices involved in serverless computing Book Description Managing physical servers will be a thing of the past once you’re able to harness the power of serverless computing. If you’re already prepped with the basics of serverless computing, Serverless Programming Cookbook will help you take the next step ahead. This recipe-based guide provides solutions to problems you might face while building serverless applications. You'll begin by setting up Amazon Web Services (AWS), the primary cloud provider used for most recipes. The next set of recipes will cover various components to build a Serverless application including REST APIs, database, user management, authentication, web hosting, domain registration, DNS management, CDN, messaging, notifications and monitoring. The book also introduces you to the latest technology trends such as Data Streams, Machine Learning and NLP. You will also see patterns and practices for using various services in a real world application. Finally, to broaden your understanding of Serverless computing, you'll also cover getting started guides for other cloud providers such as Azure, Google Cloud Platform and IBM cloud. By the end of this book, you’ll have acquired the skills you need to build serverless applications efficiently using various cloud offerings. What you will learn * Serverless computing in AWS and explore services with other clouds * Develop full-stack apps with API Gateway, Cognito, Lambda and DynamoDB * Web hosting with S3, CloudFront, Route 53 and AWS Certificate Manager * SQS and SNS for effective communication between microservices * Monitoring and troubleshooting with CloudWatch logs and metrics * Explore Kinesis Streams, Amazon ML models and Alexa Skills Kit Who this book is for For developers looking for practical solutions to common problems while building a serverless application, this book provides helpful recipes. To get started with this intermediate-level book, knowledge of basic programming is a must.

Unearth the power of GraphQL, React, Apollo, Node, and Express to build a scalable, production ready application Key Features * Build full stack applications with modern APIs using GraphQL and Apollo * Integrate Apollo into React and build frontend components using GraphQL * Implement a self-updating notification pop-up with a unique GraphQL feature called Subscriptions Book Description React, one of the most widely used JavaScript frameworks, allows developers to build fast and scalable front end applications for any use case. GraphQL is the modern way of querying an API. It represents an alternative to REST and is the next evolution in web development. Combining these two revolutionary technologies will give you a future-proof and scalable stack you can start building your business around. This book will guide you in implementing applications by using React, Apollo, Node.js and SQL. We'll focus on solving complex problems with GraphQL, such as abstracting multi-table database architectures and handling image uploads. Our client, and server will be powered by Apollo. Finally we will go ahead and build a complete Graphbook. While building the app, we'll cover the tricky parts of connecting React to the back end, and maintaining and synchronizing state. We'll learn all about querying data and authenticating users. We'll write test cases to verify the front end and back end functionality for our application and cover deployment. By the end of the book, you will be proficient in using GraphQL and React for your full-stack development requirements. What you will learn * Resolve data from multi-table database and system architectures * Build a GraphQL API by implementing models and schemas with Apollo and Sequelize * Set up an Apollo Client and build front end components using React * Use Mocha to test your full-stack application * Write complex React components and share data across them * Deploy your application using Docker Who this book is for The book is for web developers who want to enhance their skills and build complete full stack applications using industry standards. Familiarity with JavaScript, React, and GraphQL is expected to get the most from this book.

A practical guide that helps you progress to using modern integration methods and leverage new cloud capability models Key Features * Design critical hybrid integration solutions for your organization * Gain in-depth knowledge of how to build cloud-native integration solutions * Leverage cognitive services to build smart cloud solutions Book Description With more enterprises adapting cloud-based and API-based solutions, application integration has become more relevant and significant than ever before. Parallelly, Serverless Integration has gained popularity, as it helps agile organizations to build integration solutions quickly without having to worry about infrastructure costs. With Microsoft Azure’s serverless offerings, such as Logic Apps, Azure Functions, API Management, Azure Event Grid and Service Bus, organizations can build powerful, secure, and scalable integration solutions with ease. The primary objective of this book is to help you to understand various serverless offerings included within Azure Integration Services, taking you through the basics and industry practices and patterns. This book starts by explaining the concepts of services such as Azure Functions, Logic Apps, and Service Bus with hands-on examples and use cases. After getting to grips with the basics, you will be introduced to API Management and building B2B solutions using Logic Apps Enterprise Integration Pack. This book will help readers to understand building hybrid integration solutions and touches upon Microsoft Cognitive Services and leveraging them in modern integration solutions. Industry practices and patterns are brought to light at appropriate opportunities while explaining various concepts. What you will learn * Learn about the design principles of Microsoft Azure Serverless Integration * Get insights into Azure Functions, Logic Apps, Azure Event Grid and Service Bus * Secure and manage your integration endpoints using Azure API Management * Build advanced B2B solutions using Logic Apps, Enterprise Integration Pack * Monitor integration solutions using tools available on the market * Discover design patterns for hybrid integration Who this book is for Serverless Integration Design Patterns with Azure is for you if you are a solution architect or integration professional aiming to build complex cloud solutions for your organization. Developers looking to build next-level hybrid or cloud solutions will also find this book useful. Prior programming knowledge is necessary.

In this book, Dejan Kosutic, author and experienced information security consultant, is giving away his practical know-how on ISO 27001 security controls. No matter if you are new or experienced in the field, this book teaches you everything you need to know about security controls. ISO 27001 Annex A Controls in Plain English is written primarily for beginners to ISO 27001, and for people with moderate knowledge about Annex A of the standard and the 114 security controls that are found in the Annex. It is structured in such a way that someone with no prior experience or knowledge about information security can quickly understand what they are all about; however, if you do have experience with ISO 27001, but feel that you still have gaps in your knowledge, you’ll also find this book very helpful. Kosutic uses plain English to explain everything you need to know about security controls in ISO 27001, as well as the differences between the controls in Annex A of ISO 27001 and in ISO 27002. Also, you will learn everything about the crucial link between risk management and security controls, and get a complete overview of Annex A controls starting from the introduction, structuring of the documentation, and instructions on how to write detailed information security policies, all the way to the requirements for compliance. Written in simple language and avoiding the technical jargon, ISO 27001 Annex A Controls in Plain English is the right book to start learning about the subject.

Nel Abbott este moart?. E ultima dintr-un lung ?ir de femei ?nghi?ite de apele ?ntunecate ale r?ului.Sora ei, Jules, e m?cinat? de regretul c? i-a ignorat strig?tul de ajutor ?i are certitudinea c? Nel nu s-a sinucis. Fere?te-te de apele lini?tite. Nu ?tii niciodat? ce ascund."Te ?ntrebi dac? ?n ape ad?nci poate fi la fel de bun ca Fata din tren? E ?i mai bun. O capodoper?." - Clare Mackintosh, autoarea bestsellerului Te las s? pleci Paula Hawkins vine cu un thriller alert, provocator, ce analizeaz? caracterul iluzoriu al emo?iei ?i al amintirii, precum ?i modul tulbur?tor ?n care trecutul se poate insinua ?n prezent.Fiindc? a?a ?ncepe: cu ?notul vr?jitoarelor – proba de ap?. Acolo, la bulboana mea, ?n acel lini?tit col? de paradis aflat la mai pu?in de o mil? de unde sunt ?n clipa asta, aici le aduceau, le legau ?i le aruncau ?n r?u, ca s? se scufunde sau s? ?noate.Se spune c? femeile au l?sat ceva din ele ?n ap?, se spune c? apa p?streaz? ceva din puterile lor, fiindc? de atunci, le-a atras spre ??rmurile sale pe cele f?r? noroc, pe cele disperate, pe nefericite, pe r?t?cite. Vin aici ca s? ?noate cu surorile lor."?

Nearly eighteen years after the events of A Faerie’s Curse, a thrilling new adventure begins ... Emerson Clarke: Sarcastic. Independent. Possibly losing her mind Because that’s the only explanation for why she occasionally sees things that aren’t there, right? But one night, an impossible power erupts from her, and Em realizes the truth is crazier than she ever thought: she isn’t losing her mind she’s magical. Thrown into an entirely new world of faeries, enchantments—and the annoying guy from down the road who, it turns out, isn’t human either—Em barely has time to learn even the most basic of magic before another startling truth reveals itself: she has a Griffin Ability. A special kind of magic feared by fae. Now she’s at the top of everyone’s most-wanted list—including the mysterious glass faerie carrying out random attacks on fae. In this magical and terrifying world that she’s entirely unprepared for, Em must try to figure out who she really is, whom to trust, and how to stay alive long enough to get back to her normal life. Meet a new heroine and catch up with old favorite characters in this thrilling adventure packed with enchanting magic, unexpected twists, and a dash of romance. Includes the following THREE Creepy Hollow books: Rebel Faerie THE COMPLETE CREEPY HOLLOW SERIES CONSISTS OF THE FOLLOWING BOOKS: Violet's Story The Faerie Guardian The Faerie Prince The Faerie War Calla's Story A Faerie's Secret A Faerie's Revenge A Faerie's Curse Emerson's Story Glass Faerie Shadow Faerie Rebel Faerie

Continuarea mult a?teptat? a bestsellerului Fericirea ?ncepe aziAfl? ce este ?n mintea b?rba?ilor!Travis Maddox a ?nv??at dou? lucruri de la mama sa ?nainte ca aceasta s? moar?: Iube?te mult. Lupt? ?i mai mult pentru iubirea ta.?n Fericirea mea e?ti tu, via?a lui Travis e plin? de femei care vin ?i pleac?, de jocuri de noroc ilicite ?i de violen??. ?ns? tocmai c?nd Travis se consider? invincibil, Abby Abernathy ?l pune la p?m?nt.Fiecare poveste are dou? versiuni. ?n Fericirea ?ncepe azi, Abby vorbe?te ?n numele ei. Acum e timpul s? citim povestea prin ochii lui Travis.?Travis e un tip impulsiv. ?ncerc?nd s? scriu din punctul lui de vedere, am ?tiut c? nu puteam s? spun povestea din nou, pur ?i simplu. Mi-am ?ndreptat aten?ia asupra perioadei c?nd Abby ?i Travis nu erau ?mpreun?, pentru ca romanul s? aduc? lucruri noi ?i am sentimentul c? am reu?it s? fac ce mi-am propus.“ – Jamie Mcguire?Fericirea mea e?ti tu are avantajul c? vine dup? o poveste emo?ionant?, pe care o completeaz?, ?i c? are un epilog ingenios, ce surprinde un instantaneu din via?a lui Travis ?i a lui Abby ?n viitor.“ – Reading, Eating Dreaming?Travis Maddox continu? s? lupte pentru ceea ce iube?te. Ce ?i-ai putea dori mai mult de la un b?rbat?“ – Bookwhisperer Reviews?Am f?cut o adev?rat? pasiune pentru personajele acestui roman.“ – The Daily Quirk

Lying. Cheating. Manipulating.?Will they ever change??What will it take to get through to them??They apologized, but will this time be different...or will they just get better at hiding what they are up to??This book will help you get out of the fog of confusion and into the clarity that you are looking for.?FOG is an acronym that stands for "Fear, Obligation, and Guilt." These three emotions are often at the core of manipulation, and are often how narcissists, sociopaths, and other types of emotional manipulators go about controlling their targets.?However, this type of destructive manipulation isn't just limited to narcissists and sociopaths.?There is no shortage of people with well-intended bad advice out there who unintentionally fall into the FOG as well, and push targets of abuse into keeping the relationship going.?The FOG is one of the main reasons that people stay "stuck" in abusive relationships for so long, why they continue to get involved with abusive people, why they feel that they are the problem, and why they tend to feel that the abuse is somehow their fault.?When a person is being manipulated they have a hard time figuring out who has the problem, what is normal, what is problematic, and if their wants, needs, and feelings are valid. The disasterous effects of being lost in the FOG are confusion, crazymaking, people pleasing, and an erosion of boundaries.?What makes this well-intended bad advice so damaging is that, on the surface, it seems like good advice--especially if it's coming from people who seem to have our best interests in mind, such as friends, family, church members, support group members, or a therapist.?Some examples of this well-intended bad advice that comes from other people is:?"Who are you to judge?" "No one is perfect." "You need to forgive them." "She's your mother, you need to have a relationship with her...she's not getting any younger you know." "Commitment is forever."?What can be so crazymaking for targets is that they are often getting two very different messages. On one hand, they are told that they need to work towards a solution, and on the other, they are told that need to leave a partner who lies, cheats, steals, hits, yells, or belittles them.?This book compares and contrasts of these concepts so that targets of any type of manipulation and abuse can make a more empowered decision.?Some of the concepts covered are:?Who are You to Judge vs. Being DiscerningNo One is Perfect vs. Tolerating AbuseYou Need to Forgive Them vs. Keeping Yourself SafeA Parent vs. A PredatorCommitment vs. CodependencySelf-love vs. SelfishnessA Person Acting the Part vs. A Person Actually ChangingGut Instincts vs. HypervigilanceA Friend vs. Someone Being FriendlyCaring vs. CaretakingBeing in Love With Them vs. Being in Love With Who They Pretended to BeWorkable Behavior vs. Deal BreakersAcceptance vs. AllowanceGoing Through So Much Together vs. Being Put Through So Much By ThemSincerity vs. IntensityHealthy Bonding vs. Trauma BondingInsincere Remorse vs. Sincere RemorseReacting vs. Responding...and many more.

Al doilea volum din Tetralogia Napolitan??Indiferent cine se ascunde ?n spatele numelui Elena Ferrante, misteriosul pseudonim folosit de autoarea romanelor napolitane, dou? lucruri sunt certe: e femeie ?i ?tie s? descrie ora?ul Napoli mai bine ca oricine. Stilul ei are fine?ea unei p?nze de p?ianjen, dar totodat? o for?? a expresiei ?i o magie aparte, cu care creeaz? o ?ntreag? lume.“ Huffington Post Povestea celor dou? prietene, Lila ?i Elena, continu?. Acum sunt dou? tinere ale c?ror drumuri se despart dramatic.Pe c?nd Elena prefer? s?-?i continue studiile, Lila se m?rit?, ob?in?nd astfel o condi?ie social? ?i financiar? superioar? originilor sale modeste, dar r?m?n?nd prizonier? ?ntr-o c?snicie nefericit?.?n ciuda c?ilor diferite pe care au luat-o vie?ile lor, leg?tura dintre Lila ?i Elena r?m?ne complex? ?i intens?, iar sentimentele fiec?reia oscileaz?, pe r?nd, ?ntre nep?sare, dispre? ?i iubire reciproc? profund?.?Elena ?i Lila. Fiecare este pentru cealalt? prietena genial?: o poten?ialitate neexprimat?, un imbold ?i un repro?, un obiect al invidiei ?i un orizont al dorin?ei.“L’indice dei libri?Ferrante descrie dialogul interior feminin cu o fervoare ?ocant de sincer?, tulbur?tor de direct?.“ Booklist?O carte ce se revars? ca o erup?ie a vulcanului Vezuviu.“ La Repubblica

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This book is the complete series of The Cowboy and the Rancher's Daughter?including:? Book One - A new beginning for a budding female ranch owner and her father's foreman. What happens when the neighboring ranch owner puts prevents all other livestock from the local watering hole?? Book Two - Clara Fuller has her hands full trying to keep her father’s ranch running. When cattle rustlers hit the county, they seem to be focused on her livestock. Her foreman, Jake Talley, and the sheriff think they have things under control when someone is shot.? Jake is suspicious when a man is seriously injured while guarding the ranch. His curiosity leads him to clues and possibly a premature grave. As Jake’s feelings grow for the rancher’s daughter, he vows to do all he can to keep her safe.? Book Three - While in town, Jake Talley stumbles onto a secret that could expose the man responsible for causing the rancher’s daughter so much grief. Determined to put an end to the bad luck plaguing the Fuller Ranch, he sets out to find answers. Will taking time away from his duties to investigate the issue endanger the very woman he vows to protect?? Alone on the ranch, Clara Fuller must face her greatest nightmare and come to grips with the past. When a new crisis darkens her door, she learns who she can really trust. When truths too dark to believe come to light, they will both have to work together to learn what it is they value most.? Book Four - The long awaited cattle drive is finally here, and Clara is ready to finish her first year as the sole owner of the Fuller Ranch. A lot is riding on getting the herd to market, but she and her men are prepared for just about anything.? The drive is going well, and Jake couldn’t be prouder of all the rancher’s daughter has accomplished. She’s all woman but tough as any cowhand. When unexpected trouble strikes, Jake learns what happens when you’re too trusting. If the enemy has his way, they stand to lose it all. Can Jake and the woman he loves overcome the heartache ahead?? Book Five - With their problems behind them, Jake Talley and Clara Fuller can finally start planning for the future. Or so it seems. From behind the bars of his jail cell, their adversary still plots to destroy them and all they hold dear. A newcomer who appears to be above suspicion joins the team. Soon the love birds learn the hard way that when greed secretly corrupts innocence, no one wins. Edward Sinclair plays his last trump card to put an end to the rivalry once and for all. Will his plan work or will true love win once and for all?? Catch the entire Western Historical Romance Series to read the whole story about the budding romance of Clara Fuller and Jake Talley, the hardships the Fuller Ranch endures and if Edward Sinclair dominates the entire ranching area.

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