AI Big Picture

Problems and Solutions Space

Focus on the big picture. See if you understand and recognize these statements:

  • What are the common problems Data Science meant to solve ?
  • How Serious these problems are ?
  • What Statistical methods were used before machine learning, and what ML and Deep Learning, LLM approaches that can be used now ?

We know these are some targets:

  • Predict Sales / Trend Analysis : Critical input for Business Intelligence which decides major decisions.

  • Sentiment Analysis:

    • Social Media
    • Email Conversations
    • Support Tickets

  • Predict Similar Products to Sell

  • Chatbot: Domain Specific Assistants:

    • Legal Assistant
    • Medical Assistant
    • Teaching Assistant
    • High Productivity

  • NLP : Text based analytics *

  • Drug Discovery

  • Genes Research

Notes:

  • Having a chatbot can simply save some human labor and provide competitive advantage to a business. This can also save life when engaged in emergency situation handling.
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Table Of Contents
AI Big Picture
Problems and Solutions Space