Building Chatbot From Scratch Using Python and NLP
To apply for this workshop you need to fill this evaluation form :
Valoro summer training
Workshop Content:
Week 1 :
Week 2 :
Week 3 :
Week 4:
Workshop Prerequisites:
To apply for this workshop you need to fill this evaluation form :
Valoro summer training
Workshop Objectives:
build a chatbot
About the Company:
Valoro
About Instructor:
LinkedIn
Google Scholar
Valoro summer training
Workshop Content:
Week 1 :
- Scrape data from FB.
- Data classification.
- Data analysis.
- Create chatbot using tools manychat, chatfuel.
- web hooks.
Week 2 :
- Flask and How to create API using flask.
- create chatbot using RiveScript.
- Integrate Rivescript with Flask APIs.
- Database design.
- sentiment analysis and topic modeling.
Week 3 :
- Speech recognition.
- text to speech.
- speech mapping.
- Integration.
Week 4:
- Deep learning.
- How to build a chatbot with RNN.
- Kaggle.
- AWS and AWS Services.
- Freelancing session.
- Advanced machine learning topics.
- bonus: create a dashboard to add data into DB and chatbot directly.
Workshop Prerequisites:
- Knowledge with: Python, JS, API, and GIT
- Good knowledge with programming skills.
- Basic knowledge with web programming (JS is a preferable).
- You have to complete each project in time and add a video illustration for each project in your youtube account with a playlist.
To apply for this workshop you need to fill this evaluation form :
Valoro summer training
Workshop Objectives:
build a chatbot
About the Company:
Valoro
About Instructor:
Google Scholar