Build a Working Chatbot in Python

oferecido por
Coursera Project Network
Neste projeto guiado, você irá:

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
IntermediateIntermediário
CloudSem necessidade de download
VideoVídeo em tela dividida
Comment DotsInglês
LaptopApenas em desktop

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.

Habilidades que você desenvolverá

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

Aprender passo a passo

Em um vídeo reproduzido em uma tela dividida com a área de trabalho, seu instrutor o orientará sobre esses passos:

  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

Como funcionam os projetos guiados

Sua área de trabalho é um espaço em nuvem, acessado diretamente do navegador, sem necessidade de nenhum download

Em um vídeo de tela dividida, seu instrutor te orientará passo a passo

Perguntas Frequentes – FAQ

Perguntas Frequentes – FAQ

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