Categories
Entrepeneurship
Basics of Chatbots with Machine Learning and Python
Course Curriculum
Introduction
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Course and Instructor Introduction
00:00 -
AI Sciences Introduction
00:00 -
Course Description
00:00 -
ML-Based Chatbots
00:00 -
Conversational Chatbots
00:00
Overview of Chatbots
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Module Overview
00:00 -
History of Chatbots
00:00 -
Applications of Chatbots
00:00 -
Chatbots Versus Virtual Assistants Versus Personal Assistants
00:00 -
Benefits of Chatbots
00:00 -
Why Should Companies Pick Chatbots
00:00 -
Chatbot Types
00:00 -
Rule-Based Chatbots
00:00 -
Self-Learning Chatbots
00:00 -
Mechanism of Chatbots
00:00 -
Challenges of Chatbots
00:00
Machine Learning-Based Chatbots
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Module Introduction
00:00 -
Module Overview
00:00 -
Architecture of ML Chatbots
00:00 -
ML Enabled Features
00:00 -
Revolution with ML
00:00 -
NLTK Features
00:00 -
Rule-Based Chatbots
00:00 -
Package Installation
00:00 -
Data Input
00:00 -
Word Tokens and Remove ASCII
00:00 -
Remove Tags and Lemmatize
00:00 -
Chatbot Greets
00:00 -
Response Generation
00:00 -
Wiki Search
00:00 -
Developing Results
00:00 -
Local Search and Wikipedia Search
00:00
Conversational Chatbot Development with Machine Learning
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Module Introduction
00:00 -
Project Overview and Packages
00:00 -
Getting the Data
00:00 -
Elimination
00:00 -
Tokenization
00:00 -
Lemmatization and Processed Text
00:00 -
Greeting Function
00:00 -
Generate Response
00:00 -
Bot Finishing
00:00 -
Testing the Bot
00:00
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£82.99
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LevelIntermediate
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Last UpdatedNovember 9, 2024
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CertificateCertificate of completion
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