Documenting every class publicly. Follow the journey 👇

#DataScience #Python #Pandas #NumPy #LearningInPublic #Tech4Africans

Today's MongoDB learning !!!

find() → fetch data
projection → pick only needed fields
sort() → order results
limit() → control output count
updateOne() → $set to change, $unset to remove
updateMany() → bulk update with $exists

#MongoDB #100DaysOfCode #LearningInPublic

March market data shows spot rates 20% higher YoY. This isn't just seasonal — it's structural. Winter storms exposed how lean the carrier base has become. Watching fuel costs and import volumes. What are you learning from March? #learninginpublic #freightmarket

A lot of quantum READMEs I've seen only have Layer 2. I wanted all four.

Which layer do you usually skip to first?

#LearningInPublic #QuantumComputing

QubitHub — Where Quantum Algorithms Come to Life QubitHub is developer infrastructure for quantum computing — discover, share, and execute quantum circuits across any framework.

Three lessons:

→ "It converges" ≠ "it's correct"
→ Version pinning matters
→ Cross-framework comparison is a powerful debugging tool

All 50 circuits are on QubitHub — qubithub.co

Full write-up coming Monday.

#QuantumComputing #LearningInPublic

✯. You do not build from scratch in Python. You reach for what already exists

Think of a function as a recipe, a module as a recipe book, and a library as the full kitchen shelf.

Documenting every class publicly. Follow the journey 👇

#DataScience #Python #LearningInPublic #Tech4Africans

Data Analytics Journey

Still working on the dashboard; making steady progress.

#DataAnalytics #LearningInPublic

I'm still learning quantum computing. Every week I re-derive a circuit gate by gate, and every gap I find becomes a feature.

If you work with quantum circuits, I'd love your feedback. What's missing?

#LearningInPublic #QuantumComputing

a cartoon character with a smiley face and the words yes ALT: a cartoon character with a smiley face and the words yes

Part 2 is live ✍️
Your First Vue 3 App: From Zero to Running.
Real scaffolding. Real project structure. Real reactivity. No CDN shortcuts.
If you've been playground-hopping, this is your exit ramp into actual development.
👉 developingdvlpr.com/blog/your-fi...
#Vue3 #WebDev #LearningInPublic

✯. Loops are how Python automates repetition

Bonus: the IF logic I use in Excel is the same conditional logic Python uses. The thinking was already there.

Documenting every class publicly. Follow the journey 👇

#DataScience #Python #LearningInPublic #Tech4Africans

Data Analytics Journey

Continued my analysis and building visualisations for the dashboard.

#DataAnalytics #LearningInPublic

The quiz showed me exactly where to focus next. That is not failure. That is data.

Week 2 complete. Onwards 👇

#DataScience #Python #LearningInPublic #Tech4Africans

✯.Dictionaries store data in key and value pairs like a real dictionary

Python has BODMAS too. Order of operations is universal.

Documenting every class publicly. Follow the journey 👇

#DataScience #Python #LearningInPublic #Tech4Africans

Think of variables as labelled boxes. The label is the name, the content is the value.

Documenting every class publicly. Follow the journey 👇

#DataScience #Python #LearningInPublic #Tech4Africans

Cloud jobs in 2026 aren’t about what you’ve studied. They’re about what you’ve built.

If you’re not working with IaC, CI/CD, and real-world projects, you’re missing the mark.

Execution is the new resume.
#CloudJobs #LearningInPublic

Day 4 🤖
(Response review)
It made a lot of strong points and showed a solid understanding of what I’m trying to build:
• A simplified, AWS-inspired platform
• Designed to run simply first
• Focused on reducing friction when adding new APIs
#buildinpublic #softwarearchitecture #learninginpublic

#Rants of a #SmallBusinessowner your promises are only as good as your second and third party softwares #detroitMichigsn #politicians #learninginpublic #thinkpeices

Some days are for learning, some days are for letting it sink in.

Still showing up.

#LearningInPublic

Data Science Class 2 done 🐍

Today I wrote my first Python code in Google Colab.

Learned: Markdown cells, the print function, and how to comment your code.

Tiny steps. Real progress.

Documenting every class publicly. Follow the journey 👇

#Python #DataScience #LearningInPublic #Tech4Africans

Data Analytics Journey

Continued with my data analysis today.

As mentioned before, I’ll share the final results once everything is complete.

#DataAnalytics #LearningInPublic

#Google will delete unused Gmail accounts and everything associated with it. Why can't these social media account to be treated the same?What is it about our mistakes?That is so intriguing to the owners of social media?

#learningInPublic #detroitmichigan

Data Analytics Journey

Today I focused on cleaning data using Power Query and preparing it for analysis in Excel.

I’ll share the results once everything is complete.

#DataAnalytics #LearningInPublic

Analytics tells you what happened.

Data Science tells you what’s next.

That’s the upgrade I’m going after. Follow the journey 👇

#DataScience #LearningInPublic #Tech4Africans

Data Analytics Journey

Learning that data is not just analysis; it’s communication.

#DataAnalytics #LearningInPublic

Cloud jobs in 2026 are shifting.

Wrong path: chasing certs without real experience.
Right path: building projects, learning IaC, containers, security, and cost optimization.

Companies want engineers who can deliver, not just study.
#CloudJobs #LearningInPublic

Day 4; Data Analytics Journey

I continued with advanced Excel topics:

Lookup functions, tables, conditional formatting, data validation, and an introduction to pivot tables.

Getting more comfortable working with and organising data.

#DataAnalytics #LearningInPublic

Day 3; Data Analytics Journey

I learned some advanced Excel functions and tools:

CONCATENATE, TRIM, PROPER, SPLIT, VALUE, Fill, Sort, Filter, and Transpose.

Learning how to clean, organise, and transform data more efficiently.

#DataAnalytics #LearningInPublic

Week 7 of my DSA + Web Dev Journey

Explored Redux & Next.js this week. SSR + routing = mind blown

Slow week on DSA due to personal stuff — but slow progress > no progress.

Not every week is a win. What matters is not quitting.

#WebDev #Redux #NextJS #DSA #LearningInPublic

Day 2; Data Analytics Journey

I learned some basic Excel formulas and functions:

MIN, MAX, SUM, SUMIF, COUNT, COUNTIF, AVERAGE, AVERAGEIF, IF and IFS (single, double, and multiple conditions).

Small steps, steady progress.

#DataAnalytics #LearningInPublic

Public data shows #USrepresentatives whose highest completed #education is a high-school diploma, GED, or incomplete college:
#LaurenBoebert — GED
#MikeBost — high school diploma
#ClayHiggins — high school diploma
Bill Posey — some college, no degree
Matt Rosendale — some college #learninginpublic