Skills you’ll Learn
Types of Chatbots
Top applications of Chatbots
Architecture of Chatbots
Hands-on demonstration of Building a Chatbot
Module
Module 1: Introduction to Chatbots
- What are Chatbots?
- Types of Chatbots: Rule-Based vs. AI-Powered
- Use Cases of Chatbots in Various Industries
- Tools and Technologies for Building Chatbots
Module 2: Setting Up Your Development Environment
- Installing Python and Required Libraries (NLTK, ChatterBot, spaCy, etc.)
- Introduction to Jupyter Notebook / VS Code
- Setting Up API Keys for External Services (if needed)
Module 3: Building a Basic Rule-Based Chatbot
- Understanding Rule-Based Responses
- Using if-else Logic and Pattern Matching
- Implementing a Simple Chatbot with Python
Module 4: Natural Language Processing (NLP) for Chatbots
- Tokenization, Stemming, and Lemmatization
- Understanding Named Entity Recognition (NER)
- Working with spaCy and NLTK for NLP Processing
Module 5: Implementing an AI-powered chatbot
- Introduction to Machine Learning in Chatbots
- Training a Chatbot with the ChatterBot Library
- Building a Neural Network-Based Chatbot with TensorFlow
Module 6: Enhancing the Chatbot with APIs & Databases
- Connecting the Chatbot to a Knowledge Base (e.g., SQLite, Firebase)
- Integrating with External APIs (Weather, Wikipedia, etc.)
- Storing and Retrieving Conversations
Module 7: Deploying the Chatbot
- Building a Web Interface using Flask/Django
- Integrating the Chatbot with Telegram, WhatsApp, or Slack
- Deploying on Cloud Services like AWS/GCP/Heroku
Module 8: Testing and Improving the Chatbot
- Debugging and Handling Edge Cases
- Improving Response Accuracy with Reinforcement Learning
- Monitoring and Updating Your Chatbot
Description
This course on how to build a chatbot using Python will help you comprehend it from scratch. You will first start by understanding the history and origin of chatbot and comprehend the importance of implementing it using Python programming language. You will learn about types of chatbots and multiple approaches for building the chatbot and go through its top applications in various fields. Further, you will understand its architecture and mechanism through understanding the stages and processes involved in detail. Lastly, the hands-on demo will also give you practical knowledge of implementing chatbots in Python. Enroll and complete all the modules in the course, along with the quiz at the end, to gain a certificate.
Basiru –
“This course was exactly what I needed to get started with chatbot development! The instructor explained complex concepts in a clear and easy-to-understand way, and the hands-on projects really solidified my learning. I now feel confident in my ability to build my own chatbots using Python. Highly recommend!”
Lucy –
“This course was fantastic! The instructor explained complex concepts in a clear and easy-to-understand way. I especially appreciated the hands-on examples and the step-by-step guidance. I now feel confident in my ability to build my own chatbot using Python, and I highly recommend this course to anyone interested in learning chatbot development.”
Ngozi –
“This course was fantastic! The instructions were clear and easy to follow, even for someone like me who’s relatively new to Python. I really appreciated the practical, hands-on approach, and I was genuinely impressed that I could build a working chatbot by the end. I would highly recommend this course to anyone interested in learning about chatbot development.”
Hindatu –
“This course was fantastic! The instructions were clear and easy to follow, even for someone like me with limited programming experience. I really enjoyed learning how to build a chatbot from scratch and the examples provided were very helpful. Now I have a working chatbot that I’m proud of. I highly recommend this course to anyone interested in learning about chatbot development.”