Basics of Chatbots with Machine Learning & Python

سرفصل های دوره

Conversational Chatbots Development with Machine Learning

1. Introduction

1. Course and Instructor Introduction

2. AI Sciences Introduction

3. Course Description

4. ML Based Chatbots

5. Conversational Chatbots

6. Links for the Courses Materials and Codes.html

2. Overview of Chatbots

1. Links for the Courses Materials and Codes.html

2. Module Overview

3. History of Chatbots

4. Applications of Chatbots

5. Chatbots vs Virtual Assistants vs Personal Assistants

6. Benifits of Chatbots

7. Why Should Companies Pick Chatbots

8. Chatbot Types

9. Rule Based Chatbots

10. Self Learning Chatbots

11. Mechanism of Chatbots

12. Challenges of Chatbots

13. Quiz

14. Quiz Solution

3. Machine Learning Based Chatbots

1. Links for the Courses Materials and Codes.html

2. Module Introduction

3. Module Overview

4. Architecture of ML Chatbots

5. ML Enabled Features

6. Revolution with ML

7. NLTK Features

8. Rule Based Chatbots

9. Package Installation

10. Data Input

11. Word Tokens and Remove ASCII

12. Remove Tags and Lemmatize

13. Chatbot Greets

14. Response Generation

15. Wiki Search

16. Developing Results

17. Local Search and Wikipidea Search

4. Project Conversational Chatbot Development with Machine Learning

1. Links for the Courses Materials and Codes.html

2. Module Introduction

3. Project Overview and Packages

4. Getting the Data

5. Elimination

6. Tokenization

7. Lemmatization and Processed Text

8. Greeting Function

9. Generate Response

10. Bot Finishing

11. Testing the Bot

12. Thank you!

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تولید کننده: Udemy-Training