Kumaran1987

  Source Code here in kaggle:  SpaceTech_Insurance_Agile_Strories_Dataset V1.0   When we have private agile user stories, we can able to refine the COT / TOT framework related prompt responses more and lot refined and easier eye catching solutions. Concept Overview: SpaceTech Insurance Dataset Creation and Agile Workflow Planning Business Context SpaceTech insurance is an emerging field addressing risks associated with space exploration, satellite launches, and orbital operations. Insurance companies require robust datasets and workflows to assess risks, underwrite policies, manage claims, and ensure regulatory compliance. By creating an agile dataset and workflow planning approach, insurers can streamline operations, improve decision-making, and adapt to the dynamic nature of the SpaceTech industry. Business Research Market Demand: Increased reliance on satellites for communication, GPS, and Earth observation. Growing investments in private space exploration companies li...

Introduction to Generative AI for Data Analytics Generative AI (GenAI) is a subset of artificial intelligence that focuses on creating new content, ideas, or insights by leveraging existing data. In the context of data analytics, GenAI can augment traditional methods by generating predictions, insights, or simulated data that improve decision-making, trend analysis, and operational efficiency. Here’s an elaboration with practical examples: --- 1. Data Synthesis for Training and Testing Use Case: Creating synthetic datasets when real-world data is sparse, incomplete, or sensitive. Example: A healthcare analytics company generates synthetic patient records using GenAI to train predictive models without violating privacy laws like HIPAA. The synthesized data mimics real-world scenarios and maintains statistical fidelity to actual patient data. --- 2. Predictive Analytics Use Case: Forecasting trends or events based on historical data patterns. Example: In retail, GenAI predicts future dem...