Excel for Data Analysis & Machine Learning: Transform, Visualize, and Automate Insights
Excel for Data Analysis & Machine Learning: Transform, Visualize, and Automate Insights: Power Query, PivotTables, and Python Integration for Advanced … Automation by James Preston, Hayden Van Der Post, Vincent Bisette
English | September 19, 2025 | ISBN: N/A | ASIN: B0FQ5W15NR | 693 pages | EPUB | 0.62 Mb
English | September 19, 2025 | ISBN: N/A | ASIN: B0FQ5W15NR | 693 pages | EPUB | 0.62 Mb
Reactive Publishing
Excel isn’t just for spreadsheets anymore, it’s one of the most powerful data analysis and automation platforms available. Excel for Data Analysis & Machine Learning teaches you how to turn raw data into actionable insights, build interactive dashboards, and even integrate Python workflows for next-level analytics.
This book takes you beyond basic formulas, showing you how to use Excel as a data transformation engine, analytics platform, and lightweight machine learning tool.
Inside, you’ll master:
- Power Query for ETL Pipelines – Automate data cleaning, merging, and reshaping from multiple sources.
- PivotTables & Dashboards – Create interactive visualizations with slicers, timelines, and dynamic charts.
- Built-In Analysis Tools – Use Solver, Analysis ToolPak, and regression tools to build predictive models.
- Excel for Machine Learning – Implement clustering, classification, and forecasting workflows step-by-step.
- Python Integration – Supercharge Excel with Python scripts using xlwings and pandas for automation.
- Data Storytelling & Presentation – Deliver insights that decision-makers can act on.