Course: Chatbots for Beginners: A Complete Guide to Build Chatbots
Modules:
Course Introduction, Instructor Introduction, AI Sciences Introduction, Course Description, Machine Learning-Based Chatbots, Deep Learning-Based Chatbots, Chatbots with Amazon Lex
Overview of Chatbots: Module Overview, Overview of Chatbots: History of Chatbots, Overview of Chatbots: Applications of Chatbots, Overview of Chatbots: Chatbots Versus Virtual Assistants Versus Personal Assistants, Overview of Chatbots: Benefits of Chatbots, Overview of Chatbots: Why Should Companies Pick Chatbots, Overview of Chatbots: Chatbot Types, Overview of Chatbots: Rule-Based Chatbots, Overview of Chatbots: Self-Learning Chatbots, Overview of Chatbots: Mechanism of Chatbots, Overview of Chatbots: Challenges of Chatbots, Overview of Chatbots: Quiz, Overview of Chatbots: Quiz Solution, Machine Learning-Based Chatbots: Module Introduction, Machine Learning-Based Chatbots: Module Overview, Machine Learning-Based Chatbots: Architecture of ML Chatbots, Machine Learning-Based Chatbots: ML-Enabled Features, Machine Learning-Based Chatbots: Revolution with ML, Machine Learning-Based Chatbots: NLTK Features, Machine Learning-Based Chatbots: Rule-Based Chatbots, Machine Learning-Based Chatbots: Package Installation, Machine Learning-Based Chatbots: Data Input, Machine Learning-Based Chatbots: Word Tokens and Remove ASCII, Machine Learning-Based Chatbots: Remove Tags and Lemmatize, Machine Learning-Based Chatbots: Chatbot Greets, Machine Learning-Based Chatbots: Response Generation, Machine Learning-Based Chatbots: Wiki Search, Machine Learning-Based Chatbots: Developing Results, Machine Learning-Based Chatbots: Local Search and Wikipedia Search, Project: Conversational Chatbot Development with Machine Learning: Module Introduction, Project: Conversational Chatbot Development with Machine Learning: Project Overview and Packages, Project: Conversational Chatbot Development with Machine Learning: Getting the Data, Project: Conversational Chatbot Development with Machine Learning: Elimination, Project: Conversational Chatbot Development with Machine Learning: Tokenization, Project: Conversational Chatbot Development with Machine Learning: Lemmatization and Processed Text, Project: Conversational Chatbot Development with Machine Learning: Greeting Function, Project: Conversational Chatbot Development with Machine Learning: Generate Response, Project: Conversational Chatbot Development with Machine Learning: Bot Finishing, Project: Conversational Chatbot Development with Machine Learning: Testing the Bot
Fundamentals of Chatbots for Deep Learning: Module Introduction, Fundamentals of Chatbots for Deep Learning: Conventional Versus AI Chatbots, Fundamentals of Chatbots for Deep Learning: Generative Versus Retrieval Chatbots, Fundamentals of Chatbots for Deep Learning: Benefits of Deep Learning Chatbots, Fundamentals of Chatbots for Deep Learning: Chatbots in the Medical Domain, Fundamentals of Chatbots for Deep Learning: Chatbots in Business, Fundamentals of Chatbots for Deep Learning: Chatbots in Ecommerce, Deep Learning-Based Chatbot Architecture and Development: Module Introduction, Deep Learning-Based Chatbot Architecture and Development: Deep Learning Architecture, Deep Learning-Based Chatbot Architecture and Development: Encoder Decoder, Deep Learning-Based Chatbot Architecture and Development: Steps Involved, Deep Learning-Based Chatbot Architecture and Development: Project Overview and Packages, Deep Learning-Based Chatbot Architecture and Development: Importing Libraries, Deep Learning-Based Chatbot Architecture and Development: Data Preparation, Deep Learning-Based Chatbot Architecture and Development: Develop Vocabulary, Deep Learning-Based Chatbot Architecture and Development: Max Story and Question Length, Deep Learning-Based Chatbot Architecture and Development: Tokenizer, Deep Learning-Based Chatbot Architecture and Development: Separation and Sequence, Deep Learning-Based Chatbot Architecture and Development: Vectorize Stories, Deep Learning-Based Chatbot Architecture and Development: Vectorizing Train and Test Data, Deep Learning-Based Chatbot Architecture and Development: Encoding, Deep Learning-Based Chatbot Architecture and Development: Answer and Response, Deep Learning-Based Chatbot Architecture and Development: Model Completion, Deep Learning-Based Chatbot Architecture and Development: Predictions
Fundamentals of AWS for Chatbots: Module Overview, Fundamentals of AWS for Chatbots: Overview of AWS, Fundamentals of AWS for Chatbots: Services of AWS, Fundamentals of AWS for Chatbots: Salient Features of AWS, Fundamentals of AWS for Chatbots: Lex Bot Overview, Fundamentals of AWS for Chatbots: Benefits of Amazon Lex, Fundamentals of AWS for Chatbots: Framework of Lex, Chatbot Development with AWS Lex and AWS Lambda: Module Overview, Chatbot Development with AWS Lex and AWS Lambda: Chatbot Steps, Chatbot Development with AWS Lex and AWS Lambda: AWS Lambda Steps, Chatbot Development with AWS Lex and AWS Lambda: Twilio and Website, Chatbot Development with AWS Lex and AWS Lambda: Response Cards, Chatbot Development with AWS Lex and AWS Lambda: Start Developing Chatbot, Chatbot Development with AWS Lex and AWS Lambda: Intent Utterance and Slot, Chatbot Development with AWS Lex and AWS Lambda: Making Utterances, Chatbot Development with AWS Lex and AWS Lambda: Generic Utterance with Slots, Chatbot Development with AWS Lex and AWS Lambda: Adding Custom Slots, Chatbot Development with AWS Lex and AWS Lambda: Build and Test, Chatbot Development with AWS Lex and AWS Lambda: Visual Builder, Chatbot Development with AWS Lex and AWS Lambda: Lambda Introduction, Chatbot Development with AWS Lex and AWS Lambda: Interconnection, Chatbot Development with AWS Lex and AWS Lambda: Starting Lambda Code, Chatbot Development with AWS Lex and AWS Lambda: Session state Dialog Hook and Dialog Action, Chatbot Development with AWS Lex and AWS Lambda: Completing Lambda Function, Chatbot Development with AWS Lex and AWS Lambda: Testing our Chatbot, Chatbot Development with AWS Lex and AWS Lambda: Chatbot Deployment on WhatsApp with Twilio, Chatbot Development with AWS Lex and AWS Lambda: Integration with Boto, Chatbot Development with AWS Lex and AWS Lambda: Responses with Boto, Chatbot Development with AWS Lex and AWS Lambda: Chatbot on Website, Chatbot Development with AWS Lex and AWS Lambda: Response Cards for User Experience, Chatbot Development with AWS Lex and AWS Lambda: Complete Chatbot with Response Cards