Ibrahim Salami (Ibby)

Most junior data portfolios are exactly the same. Titanic survival predictions Netflix movie counts Iris flower classifications They prove you can code. They don’t prove you can solve a business problem. That’s why I’m relaunching Data Starter NG. 🧵👇

I enjoyed writing this. Turns out building AI Apps is not that hard

We are raising the bar. We only want 20 analysts who are ready to put in the work and be tested. Date: February 2026 Vibe: High-intensity & No-fluff. If you're interested. Register here bit.ly/InsightSprint

No generic "certificate of completion." 🎓 Top performers get a Signed Professional Scorecard verified by our senior panel. It’s a 10/10 portfolio piece that proves to recruiters you can handle "Stakeholder Management"—not just Python.

Most junior data portfolios are exactly the same. Titanic survival predictions Netflix movie counts Iris flower classifications They prove you can code. They don’t prove you can solve a business problem. That’s why I’m relaunching Data Starter NG. 🧵👇

We are raising the bar. We only want 20 analysts who are ready to put in the work and be tested. Date: February 2026 Vibe: High-intensity & No-fluff. If you're interested. Register here bit.ly/InsightSprint

No generic "certificate of completion." 🎓 Top performers get a Signed Professional Scorecard verified by our senior panel. It’s a 10/10 portfolio piece that proves to recruiters you can handle "Stakeholder Management"—not just Python.

Most junior data portfolios are exactly the same. Titanic survival predictions Netflix movie counts Iris flower classifications They prove you can code. They don’t prove you can solve a business problem. That’s why I’m relaunching Data Starter NG. 🧵👇

I’m relaunching Data Starter NG to help you build projects that actually move the needle (and get you hired). Help me build the perfect curriculum: forms.gle/U44ixsDx6ZJk82…

The "Titanic dataset" won't get you hired in 2026. 📉 Recruiters want business logic, not just clean code. I’m relaunching Data Starter NG to help you build projects that solve real-world problems (dirty data & strategy included). Global pilot starting soon. Help me shape it 👇

If you’re tired of building projects that nobody looks at, I need 2 minutes of your time. Help me shape the relaunch here: forms.gle/4Skz4Qdn8ffbQs… 🚀

Stop building Power BI reports on flat tables. 🛑 I broke down how to build an enterprise-grade financial model (Star Schema + DAX) for @TDataScience. Read it here: towardsdatascience.com/beyond-the-fla… #PowerBI #DataModel

I really enjoyed writing this. I've done EDA before with SQL. I tried doing it with Python for the very first time. Here's the process I follow. Read it @T

@emperormanuel I'll post it here on X. So it'd be great to give a follow to be notified

@ibbysalam That's good to know. Is there a way for me to know when the remaining parts are released? Like you talking about it on here so I'd know where to give a follow

Just published a new piece on @TDataScience 👇 I broke down the exact repeatable process I use to clean messy CSV files with pandas. I'm sharing this as part of my “learn/build in public” journey. Curious? How do you approach data cleaning? Check out the article below 👇

@emperormanuel Aww. Thank you. Happy to hear you found the article valuable. Part 2 should be out soon. Part 3 won't be out until sometime next week or the week after

@ibbysalam Thank you for the work, please let me I'd like to know when the parts 2 & 3 would be out I'm excited!