AI-assisted data analytics with Python and Excel

Purpose. This work practises AI-assisted data cleaning, analysis and dashboard work with Python and Excel.

Vinod’s contribution. Vinod completed structured Be10x learning and applied it in practical exercises: data cleaning, formula generation, analysis, dashboards and gamified dashboards.

Completed learning within Be10x — not standalone certifications. Official titles: AI-Powered Data Analytics Mastery with Python Basic; AI-Powered Data Analytics Mastery with Excel with Vipul Sonawane (29 August 2026). MOS MO-200, MOS MO-310 and PL-300 are training components; the corresponding Microsoft certification examinations are not claimed as passed.

Tools used. Advanced Excel, AI-assisted Excel data cleaning and formula generation, Excel dashboards and gamified dashboards, Power BI, Python (basic), NumPy, Pandas and Google Colab.

Status and evidence. These are completed modules within the in-progress six-month Be10x programme, plus practical experimentation. No client dashboard, dataset or quantified analytics outcome is published for this learning work.