Build a Working Chatbot in Python

提供方
Coursera Project Network
在此指导项目中,您将:

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中级
Cloud无需下载
Video分屏视频
Comment Dots英语(English)
Laptop仅限桌面

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.

您要培养的技能

  • Natural Language Processing
  • Machine Learning
  • Python Programming
  • Tensorflow
  • Chatbot

分步进行学习

在与您的工作区一起在分屏中播放的视频中,您的授课教师将指导您完成每个步骤:

  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

指导项目工作原理

您的工作空间就是浏览器中的云桌面,无需下载

在分屏视频中,您的授课教师会为您提供分步指导

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