Build a Working Chatbot in Python

提供方
Coursera Project Network
在此指導 項目中,您將:

Plan a custom development strategy for a chatbot with a specific goal in mind

Develop rule-based transactional responses for the most common inputs

Build a fully functional, intelligently responding chatbot that is trained for a specific task or for entertainment

Clock2 hours
Intermediate中級
Cloud無需下載
Video分屏視頻
Comment Dots英語(English)
Laptop僅限桌面

Google Assistant, Alexa, Siri. These have become household names. Thanks to advances in Natural Language Processing technologies, chatbots are increasing efficiency and saving money for companies worldwide. Chatbots can be used for a variety of tasks. Take customer support for example, where a chatbot can be used for: answering questions, finding products, checking inventory, or recommending items. They are also finding use to speed up medical diagnosis and triage (especially in mental health), keep the elderly company, and even in the context of video games. In this project, I will show you a variety of methods and techniques for creating an intelligent AI chatbot for your business or for fun. You could even build a chatbot that imitates you! Note: This course works best for learners who are based in the North America region. We’re currently working on providing the same experience in other regions.

您要培養的技能

Natural Language ProcessingMachine LearningPython ProgrammingTensorflowChatbot

分步進行學習

在與您的工作區一起在分屏中播放的視頻中,您的授課教師將指導您完成每個步驟:

  1. Overview types and uses of chatbots

  2. Begin the Development Workflow

  3. Rule-based Responses

  4. Word Embeddings, Tokenization, and Vectorization

  5. Discuss NLP models

  6. Gather or create a dataset (corpus) and train an NLP model on it using Tensorflow

  7. Sentiment Analysis for User Insight

  8. Combine Methods for an Adaptable, Task-Oriented Chatbot

  9. Get your chatbot online with Twilio and Flask

指導項目工作原理

您的工作空間就是瀏覽器中的雲桌面,無需下載

在分屏視頻中,您的授課教師會為您提供分步指導

常見問題

常見問題

還有其他問題嗎?請訪問 學生幫助中心