Welcome to Automate That!¶
Your trusted guide to Excel mastery, Python automation, and beyond. Whether you're in HR, Finance, IT, or just getting started with data - you'll find practical, proven solutions here. Built on real-world expertise from 18+ years in tech leadership at Fortune 500 companies, including a decade at FAANG. No AI-generated fluff - just battle-tested methods that actually work.
Some of the Tutorials We Offer:¶
- Excel Basics
- Excel Pivot Tables
- Automating Excel Reports
- Preparing Excel data for Business Intelligence (BI) systems
- Pandas (Python) for Data Analysis
- Pandas (Python) for Data Automation
- Pandas (Python) to prep data for BI systems
- Networking (Python) for Network Automation
- Systems (Ansible) for Systems Automation
- Homelab Automation
- Shenanigans
What Makes These Tutorials Different?¶
We use a consistent dataset throughout these guides, generated using a Python library called faker. This approach ensures:
- Realistic, enterprise-level use cases.
- Tutorials that go beyond simplistic examples (e.g., counting apples or bananas).
- Practical skills you can apply in your workplace.
When I was starting out, I struggled with many online examples that were too basic—great for beginners but lacking depth for real-world scenarios. This project aims to solve that problem by focusing on actionable, enterprise-friendly examples.
For Networking Tutorials¶
For networking-related guides, I'll use my actual network infrastructure as an example. You can follow along by substituting your own network details, and I'll provide templates to make it easy. This is very much still work in progress, may use GNS3 ()
Featured Guides¶
-
How to Create a Pivot Table in Excel
A step-by-step guide to summarizing and analyzing your data with pivot tables. -
Merging and Cleaning Data in Pandas
Learn how to combine datasets and handle missing data like a pro. -
Basics with Pandas Learn how to load and then view your data in Pandas.
Much more to come...
Why Automate?¶
- Save hours of repetitive work every week.
- Reduce human error in data processing.
- Get insights faster with fewer manual steps.
Automation isn't just for data scientists—it's for everyone.
- HR: Calculate employee attrition trends and operations needs to know how much headcount to plan for.
- Finance: Automatically reconcile bank statements and generate financial summaries for faster decision-making.
- IT: Implement automated system scanning to map your network and have key data at your fingertips.
- Marketing: Use automation for data analysis of campaign performance, enabling real-time adjustments to strategies.
- Sales: Automate sales reports so you don't need to recreate the same report every day or week.
- S&OP: Automate data transformation to go to leadership with visuals highlighting planned vs actual forecasts.
No matter your industry, the potential for automation can help you save time and enhance efficiency!
About Me¶
Automate That is designed for professionals who want straightforward solutions to automate repetitive tasks and streamline workflows—without needing a PhD in data science or mathmatics. I am a network engineer, then CAPEX and OPEX IT planning, and now in data science and business intelligence. What do all of these role have in common? They tie together with data. being decent in Excel in my early career to now moderate has been a game changer (I am not an Excel expert, but dont worry). I am not one of these folks that will tell you to create a dozen VBA scripts and things - keep it simple stupid. You do not need to overengineer a report or task.
When I started down this path, it was not only to save time, it was to have repeatable outcomes day over day, week over week - while reducing human error with manually copy and pasting, creating formulas, and other repetitive tasks. At the end of the day, you won't replace Excel/Sheets, BUT what you can do is help you avoid hunting for that formula error at 9pm on a Friday night, it will be worth it. I speak from expierence.
Upgrade to Premium (Coming soon!)¶
- Unlock exclusive templates, advanced guides, and personalized support.
- Will be created after the rest of the site is built out.
- Looking at customized report templates+guides for different roles (Finance, HR, Sales, so on).
- If you have any suggestions for free or premium content, please send me an email. If you do while it is still under construction, I'll give you free access to premium content.
Feedback & Requests¶
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