Beginning AI bot frameworks : getting started with bot development /: getting started with bot development. ([2018])

• Record Type: Book
• Further Information: Note: Manisha Biswas.
• Authors: Biswas, Manisha
• Contents: Intro; Table of Contents; About the Author; About the Technical Reviewer; Acknowledgments; Chapter 1: AI and Bot Basics; Artificial Intelligence; Classification; Prediction; Supervised Learning; Unsupervised Learning; Interconnection Between AI, ML, and DL; Chatbots; Generative Chatbot Model; Open Domain; Closed Domain; How Do Chatbots Work?; Rise of the Chatbots-Conversational Commerce; The Role of Chatbots; The Role of Humans; Growth of Chat Apps; Poncho; CNN Bot; Spider Bots; Twitter Bots; Botnets; Reinforcement Learning Bot; The Structure of a Bot; Dialog Flow or Form Flow; Bot Frameworks ConclusionChapter 2: Microsoft Bot Framework; Starting with the Prerequisites; Visual Studio; Windows 10; Bot Builder; Bot Framework Emulator; Creating a Simple Bot Framework App; Using a Template to Create the Project; Working with the Code; Running the Application; Testing the Application; Managing State; Understanding the Use of Dialogs; Publishing the Bot to the Cloud by Using Azure; Conclusion; Chapter 3: Wit.ai and Dialogflow; Getting Started with Wit.ai; Creating a New App; Adding Intent; Adding Text and Keywords; Creating a New Entity; Implementing Wit.ai with Facebook Working with DialogflowAccessing Dialogflow; Creating the Pizza Bot; Using Small Talk; Linking to a Google Project; Adding an Intent; Creating a New Entity; Deploying the Bot; Integration with Web Instance; Conclusion; Chapter 4: IBM Watson Chatbots; Implementing Watson; IBM Cloud; Watson Assistant Service; Creating a FAQ Bot; Creating Intent for the Bot; The Dialog Flow for the App; Making Sense of the Flow; Trying the Bot; Creating a Coffee Bot; Creating a Workspace; Working with Intents; Working with Entities; Working with Dialogs; Nested Intents; Conclusion Chapter 5: Chatbot with TensorFlowTensorFlow Basics; Setting Up the Working Environment; Creating a Neural Network; Working with the Activation Function; TensorBoard; Versions of TensorFlow; Keras Overview; Getting Started with a Keras Chatbot; Introducing nmt-chatbot; End-to-End Systems; Recurrent Neural Network; LSTMs; Working with a Seq2seq Bot; Instructions for Updating; Download and Install CUDA; Download and Install cuDNN; Uninstall TensorFlow, Install TensorFlow GPU; Update the %PATH% on the System; Conclusion; Index
• Publisher Details: Place of publication not identified : Apress
• Publication Date: 2018
• Copyright Date: 2018
• Extent: 1 online resource
• Subjects: 006.3; Computer science; Artificial intelligence; Computer networks; Software engineering; COMPUTERS / General; Computers -- Intelligence (AI) & Semantics; Artificial intelligence; Computer Communication Networks; Computers -- Hardware -- Network Hardware; Network hardware; Electronic books
• Languages: English
• ISBNs: 9781484237540; 1484237544
• Related ISBNs: 9781484237533; 1484237536
• Notes: Note: Vendor-supplied metadata.
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