Johnson P. Chatbots 101. A Beginner's Guide to Creating Virtual Assistants 2024

Textbook in PDF format

Learn to Build Advanced AI Chatbots from Scratch Chatbots and conversational AI are revolutionizing how humans interact with machines, delivering seamless, natural conversations that help people get things done. This definitive guide reveals everything you need to know to design, develop, and deploy sophisticated chatbots on real-world platforms. Inside, you’ll master in-demand techniques around natural language processing, neural networks, conversational design, training data, chatbot architecture, machine learning, and much more. Step-by-step projects walk through building chatbots for practical use cases across industries like banking, ecommerce, healthcare, and more. Gain hands-on experience with popular frameworks like Dialogflow, IBM Watson, and advanced services from AWS and Google Cloud. This chatbot development bible teaches you
Core technologies powering modern chatbots like NLP, machine learning, and deep learning - How to design engaging conversational experiences and chatbot personalities
Collecting, cleaning, and preparing high-quality training data
Building intelligent language understanding capabilities with entity extraction, intent detection - Architecting robust dialog systems
retrieval, generative, and hybrid systems - Implementing neural conversational models like seq2seq, transformers, GPT-3
Optimizing chatbots with testing, evaluation metrics, user feedback, and continuous improvement - Deploying chatbots across platforms like websites, mobile apps, messaging platforms
Addressing ethics, transparency, privacy, and security considerations If you’re ready to unlock the power of AI conversations and build bots that interact naturally with humans, grab this guide today. It’s your blueprint to creating conversational agents for just about any application!