Description:

ML Quest is a comprehendive course which consists of 4 live sessions to equip you with the foundational knowledge of Machine Learning to build a personalized Chatbot of your own. Embark on a thrilling adventure through the world of Machine Learning and develop your Chatbot with us. Dive into the exciting realm of data analysis, pattern recognition, sentiment analysis and predictive modeling.

Key Highlights:

• Discover the foundations of Machine Learning
• Explore Chatbot development
• Gain hands-on experience with real-world projects
• Master the art of building Chatbot systems

What you will learn:

• Chatbot 101
  • Overview of Machine Learning and Chatbots
  • Introduction to Natural Language Processing (NLP)
  • Chatbot development environment setup
  • Hands-on exercise: Pre-process the dataset for Bot
• Flowcraft
  • Designing conversational flow and user interactions
  • Dialog management techniques
  • Improving the dataset for conversations
  • Hands-on exercise: Design the conversational flow
• Language Alchemy
  • NLP techniques for Chatbots
  • Natural language understanding (NLU) capabilities
  • Intent recognition and entity extraction
  • Hands-on exercise: Enhance the Bot by applying Sentiment analysis and contextual capabilities.
• Industry Insight
  • Deploying the ML model into GitHub
  • In this session, students will have the opportunity to learn from a distinguished ML industry expert who will deliver a talk on real-world ML applications, share insights, and provide valuable industry perspectives.
  • The session will also include an interactive Q&A session where students can engage with the expert, ask questions, and gain deeper understanding of the practical aspects of ML in various industries.
  • Hands-on exercise: Complete the Chatbot development and add it as your Proof of Work.