Design interactive dashboards using Power BI, Tableau, and Streamlit that communicate clear and actionable financial insights.
Integrate machine learning models into dashboards and web apps for real-time forecasting and data-driven decision support.
Automate financial reporting workflows using data pipelines, scheduled refreshes, and alert systems.
Implement API-driven data ingestion workflows using financial data sources such as Yahoo Finance and FinancialModelingPrep.
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Learn how automation is applied in modern finance roles by working with APIs, ETL pipelines, and workflow orchestration tools. Build reliable, auditable financial automation systems with proper governance and error handling.
Design and build KPI-driven dashboards for FP&A, investors, and risk teams. Connect dashboards to automated data pipelines and implement forecasting visuals and alert mechanisms.
Build interactive financial applications using Streamlit and integrate ML models with real-time data. Deploy secure, cloud-hosted tools that enable live forecasting and user interaction.
Apply everything you’ve learned to build a production-ready, AI-driven financial analytics platform. Integrate APIs, ETL, ML forecasting, dashboards, LLM commentary, and automated alerts.