k8s

a ccna , ,devnet ,devops ,interested in computer networking and security ,cloud computing , open source intelligence (osint), history and interior design

[SkyVector @TangoFox_]

🧵Nairobi has a comprehensive roadmap for its future: the NIUPLAN from 2014,prepared by JICA & officially approved by the Nairobi City County. Containing some of the most rigorous transport data analysis in the country. Let’s break it down (Transport Infrastructure).

[yourclouddude @yourclouddude]

🐍 Python: Zero → Hero

The cleanest roadmap for beginners 👇

1️⃣ Basics → syntax, loops, functions
2️⃣ Mini-projects → calculator, notes app, file sorter
3️⃣ OOP + modules → write real-world code
4️⃣ Automation → scripts that save time
5️⃣ APIs & Web → FastAPI / Flask
6️⃣ Data skills → pandas, SQL, charts
7️⃣ Portfolio → real projects that get attention

No fluff.
Just skills → projects → opportunities.

[Mark Manson @Markmanson]

You can think, study and learn all day, every day but until you do something, none of the mental effort matters.

[Mark Manson @Markmanson]

It's a simple fact of life: if you want to do something incredible, something that makes you stand out above the rest, then you have to become comfortable being different—that means being misunderstood, criticized, even hated.

[Mark Manson @Markmanson]

Luck doesn’t just happen, it’s created. You can do things to increase the odds of serendipity.

Meeting more people makes you lucky.
Learning more skills makes you lucky.
Being willing to fail makes you lucky.
Offering to help others more often makes you lucky.

[Ezra Muinde 🇰🇪 @ezra_muinde_]

Kuna event ya tech inaitwa Faith Foundry, bwana it reminds me of an article I did Explaining how Joseph is so far the best Biblical Data Scientist. Man interpreted the dreams - data, shared insights and got himself a job. It's like getting a project, working on it and having your portfolio do the magic

[PROFESSOR @SIGMAPROFESSOR]

the most dangerous opponent is the lazy guy who suddenly starts working on something.

[Reads with Ravi @readswithravi]

Sigmund Freud in his letter to Carl Jung in 1907:

“One day, in retrospect, the years of struggle will strike you as the most beautiful.”

[k8s @BgrKaris]

@ezra_muinde_ @ezra_muinde_ if you don't mind can I have private chat we with you about data analytics

[Ezra Muinde 🇰🇪 @ezra_muinde_]

Dear God, I know you are a God of great purpose, today, let me see everything you've prepared for me. Amina

[Sam Altman @sama]

one of the quotes i find most inspiring on a hard day:

"Whatever your hand finds to do, do it with all your might, for in the realm of the dead, where you are going, there is neither working nor planning nor knowledge nor wisdom"

Ecclesiastes 9:10

[Ja Leto @_falsi1ke]

Bro to bro: Do it alone. Do it broke. Do it tired. Do it scared. Just do it.

[yourclouddude @yourclouddude]

How to go from “I know Python basics” to “I can build projects”:

[PmAmTraveller @pmamtraveller]

By artist Joel Blanc

[PmAmTraveller @pmamtraveller]

By Sergio Grinberg.

[Somoina Kapeen @SomoinaKapeen]

My Cousin Richard Turere came up with an idea of protecting Maasai homes from lion attacks by installing solar lights and he added cameras that rotate 360 degrees and are all weather proof..His project is called LION LIGHTS! Retweet kindly apate ya cabbage! Asante!

[Ezra Muinde 🇰🇪 @ezra_muinde_]

I was ambushed to join this panel, and let me tell you maina💀 @DSEAfrica planned this well. Awesome stuff! I'll do a thread on key take outs.

[yourclouddude @yourclouddude]

Here’s how I’d learn Data Analytics from zero in 30 days.

Most beginners don’t need more random tutorials.
They need a simple path.

Week 1: Learn the foundations
• What data analysts actually do
• Types of data
• Basic business metrics
• Excel basics
• Cleaning messy data
• Sorting & filtering
• Pivot tables
• Basic charts
• Simple dashboards
• Asking better business questions

Week 2: Learn SQL properly
• SELECT
• WHERE
• ORDER BY
• GROUP BY
• HAVING
• JOINS
• CASE statements
• Subqueries
• CTEs
• Window functions

Week 3: Learn Python for analysis
• Pandas basics
• Reading CSV files
• Cleaning data
• Handling missing values
• Grouping data
• Filtering data
• Merging datasets
• Basic visualization
• Finding trends
• Exporting reports

Week 4: Build portfolio projects
• Sales analysis dashboard
• Customer segmentation project
• Marketing campaign analysis
• E-commerce product insights
• HR attrition analysis
• Excel dashboard
• SQL case study
• Python EDA project
• Clean GitHub README
• Final Notion portfolio

30 days won’t make you a senior analyst.
But it can make you consistent, confident, and portfolio-ready.

[Ezra Muinde 🇰🇪 @ezra_muinde_]

And to say the least, SQL is the most transferable skill in the data profession. Not the most exciting, perhaps. But the most consistently useful across every tool, every role, and every industry.

Every dashboard you will ever build is pulling from a database. Every Python notebook that connects to enterprise data is sending SQL queries underneath. Every BI tool generates SQL automatically from your drag-and-drop actions.

SQL is the invisible layer that holds the modern data stack together. Master this tool

[Ezra Muinde 🇰🇪 @ezra_muinde_]

A well-built Excel dashboard is a communication product. If the reader still needs you to explain it, then it is not finished yet. What do you guys think about this? It was built by one of my students last year in Excel. Comments fupi fupi