Updated in May 2025. This course now features 糖心vlog官网观看 Coach! A smarter way to learn with interactive, real-time conversations that help you test your knowledge, challenge assumptions, and deepen your understanding as you progress through the course. Embark on a journey to master chatbot development with this detailed course designed for beginners. Starting with an introduction to chatbots, you鈥檒l learn their history, applications, and benefits. Understand the differences between rule-based and self-learning chatbots, and explore their mechanisms and challenges. Dive into machine learning-based chatbots, exploring the Natural Language Toolkit (NLTK) and developing a rule-based chatbot. Progress to advanced concepts with deep learning, including generative and retrieval chatbots. Develop chatbots using TensorFlow, Keras, and other powerful tools. The course also covers chatbot development with Amazon Lex, guiding you through creating, integrating, and deploying chatbots using AWS services. Learn to connect chatbots with Lambda, Twilio, and other platforms to enhance functionality and user experience. By the end of this course, you鈥檒l have the expertise to build sophisticated chatbots, ready to implement in various industries and applications. This course is perfect for beginners, software developers, and tech enthusiasts interested in learning how to build intelligent chatbots. No prior experience in chatbot development is necessary.
Project: Conversational Chatbot Development with Machine Learning: Getting the Data
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Skills You'll Learn
Artificial Intelligence and Machine Learning (AI/ML), Serverless Computing, Deep Learning, Tensorflow, Natural Language Processing, Keras (Neural Network Library), Machine Learning Methods, Amazon Web Services, Machine Learning, Artificial Intelligence, Python Programming, Application Development
From the lesson
Basics of Chatbots with Machine Learning and Python
Taught By
Packt - Course Instructors