Udemy - Basics of Chatbots with Machine Learning and Python
- Category Other
- Type Tutorials
- Language English
- Total size 1.1 GB
- Uploaded By freecoursewb
- Downloads 308
- Last checked 1 week ago
- Date uploaded 3 years ago
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Infohash : ED202D1CEF1E7C3DAE4266910FE7D1E9665B536B
Basics of Chatbots with Machine Learning & Python 
https://DevCourseWeb.com
Published 11/2022
Created by AI Sciences,AI Sciences Team
MP4 | Video: h264, 1280x720 | Audio: AAC, 44.1 KHz, 2 Ch
Genre: eLearning | Language: English | Duration: 49 Lectures ( 3h 2m ) | Size: 1.07 GB
Conversational Chatbots Development with Machine Learning
What you'll learn
• Learn the about basics of chatbots
• Learn about the need of chatbots
• Learn about fundamentals of the types of chatbots specially with respect to rule based and self-learning chatbots
• Learn the basic machine learning architecture for the chatbots
• Learn the impact of machine learning technology on chatbots industry
• Learn the impact and overview of Natural Language Toolkit (NLTK)
• Learn the text preprocessing and helper function development with python
• Learn the hands-on practice on text generation with python for chatbot development
• Learn the hands-on Implementation of term-frequency times inverse document-frequency
• Learn about the testing and training of chatbot with machine learning
• And much more…
Requirements
• No prior knowledge of Chatbots, Machine Learning, Data Analysis or Mathematics is needed. We will start from the basics and gradually build your knowledge in the subject
• A willingness to learn and practice
• Only basic Python is required
Files:
[ DevCourseWeb.com ] Udemy - Basics of Chatbots with Machine Learning and Python- Get Bonus Downloads Here.url (0.2 KB) ~Get Your Files Here ! 1. Introduction
- 1. Course and Instructor Introduction.mp4 (11.9 MB)
- 2. AI Sciences Introduction.mp4 (4.2 MB)
- 3. Course Description.mp4 (4.8 MB)
- 4. ML Based Chatbots.mp4 (6.8 MB)
- 5. Conversational Chatbots.mp4 (7.2 MB)
- 6. Links for the Course's Materials and Codes.html (0.4 KB)
- 1. Links for the Course's Materials and Codes.html (0.4 KB)
- 10. Self Learning Chatbots.mp4 (13.3 MB)
- 11. Mechanism of Chatbots.mp4 (19.9 MB)
- 12. Challenges of Chatbots.mp4 (17.2 MB)
- 13. Quiz.mp4 (11.8 MB)
- 14. Quiz Solution.mp4 (7.1 MB)
- 2. Module Overview.mp4 (19.7 MB)
- 3. History of Chatbots.mp4 (9.8 MB)
- 4. Applications of Chatbots.mp4 (18.1 MB)
- 5. Chatbots vs Virtual Assistants vs Personal Assistants.mp4 (16.0 MB)
- 6. Benifits of Chatbots.mp4 (15.7 MB)
- 7. Why Should Companies Pick Chatbots.mp4 (8.0 MB)
- 8. Chatbot Types.mp4 (6.9 MB)
- 9. Rule Based Chatbots.mp4 (11.6 MB)
- 1. Links for the Course's Materials and Codes.html (0.4 KB)
- 10. Data Input.mp4 (30.8 MB)
- 11. Word Tokens and Remove ASCII.mp4 (52.2 MB)
- 12. Remove Tags and Lemmatize.mp4 (62.7 MB)
- 13. Chatbot Greets.mp4 (21.2 MB)
- 14. Response Generation.mp4 (50.6 MB)
- 15. Wiki Search.mp4 (24.3 MB)
- 16. Developing Results.mp4 (49.1 MB)
- 17. Local Search and Wikipidea Search.mp4 (49.1 MB)
- 2. Module Introduction.mp4 (23.0 MB)
- 3. Module Overview.mp4 (9.3 MB)
- 4. Architecture of ML Chatbots.mp4 (33.6 MB)
- 5. ML Enabled Features.mp4 (28.6 MB)
- 6. Revolution with ML.mp4 (21.4 MB)
- 7. NLTK Features.mp4 (36.5 MB)
- 8. Rule Based Chatbots.mp4 (8.0 MB)
- 9. Package Installation.mp4 (33.8 MB)
- 1. Links for the Course's Materials and Codes.html (0.4 KB)
- 10. Bot Finishing.mp4 (69.4 MB)
- 11. Testing the Bot.mp4 (34.2 MB)
- 12. Thank you!.mp4 (29.7 MB)
- 2. Module Introduction.mp4 (23.3 MB)
- 3. Project Overview and Packages.mp4 (16.1 MB)
- 4. Getting the Data.mp4 (24.2 MB)
- 5. Elimination.mp4 (14.8 MB)
- 6. Tokenization.mp4 (9.1 MB)
- 7. Lemmatization and Processed Text.mp4 (37.1 MB)
- 8. Greeting Function.mp4 (30.4 MB)
- 9. Generate Response.mp4 (65.6 MB)
- Bonus Resources.txt (0.4 KB)
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