Part 1: Ebb & flow
EHLAi (pronounce “Ela”) is a conversational bot with machine learning capabilities. My goal is to create a series of logical pathways that will help my small staff of six bookkeepers handle 1,000 clients but will eventually handle 10,000 clients.
EHLAi machine learning capability
- Natural Language Processing (NLP) insight through topic modeling, relationship extraction, entity resolution, semantic search, and event detection
- Data preprocessing for machine learning
- Machine learning visualization for interactive explanations of results
- Imagery and video analytics through the identification of objects, actions, and events
I decide to write this series due to three reasons; the most important reason is a reminder for myself after getting pieces from more than a year worth of research; second, the content gives my chat-bot content to learn; and last, I hope this is useful for others.