Common man.

Legend says that if you fear being alone in the dark, you are actually fearing not being alone in the dark.

[Math Cafe @Riazi_Cafe_en]

Probability and statistics bootcamp
By Steve Brunton

Youtube link: https://t.co/wAHhLbIPVl

[freeCodeCamp.org @freeCodeCamp]

In coding, a system is a set of rules, processes, and triggers that help guide your workflow.

And in this article, @prankurpandeyy teaches you some key system design principles you can use in your code & daily life.

He uses job board and gaming case studies and covers growth issues, caching & CDNs, APIs, the CAP theorem, and lots more.

https://t.co/YbP0oYcVAr

[Carol B. 🇿🇦 @CarolBoitumelo1]

Department Of Basic Education | 2025-2028 Internship Programme

- Graduate Internship: R7 860.39 per month
- National Senior Certificate (Grade 12) or equivalent: R5 639.64 per month

Closing Date:29 August 2025

Apply:https://t.co/HaQ0yySdPh

[freeCodeCamp.org @freeCodeCamp]

CSS is one of the main tools you'll use in web development, with HTML & JavaScript.

And in this course, you'll learn it by building 24 different projects.

You'll recreate popular layouts from apps like GitHub & CodePen while practicing your CSS skills.

https://t.co/uKnl4tLwps

[freeCodeCamp.org @freeCodeCamp]

TypeScript was created to improve JavaScript by adding static types.

And if you've been wanting to learn it, start here with this TS handbook from @stephenjyd.

You'll learn about type annotations, type inference, the union and any types, objects, function params, type aliases, interfaces, and lots more.

https://t.co/C28bibrbMB

[freeCodeCamp.org @freeCodeCamp]

Vue.js is a front-end JavaScript framework you can use to build user interfaces.

And this course teaches you how it works so you can use it in your apps.

You'll learn about reactivity, directives and styling, component architecture, dependency injection, routing, and lots more.

https://t.co/O1CzfWuByB

[freeCodeCamp.org @freeCodeCamp]

A Raspberry Pi is a tiny computer with a surprising amount of power.

And they're often sold with keyboards, mice, etc - but you may not need that stuff.

So here, @_JosiahAdesola teaches you how to use your Pi headlessly with VS Code and SSH - no monitor needed.

https://t.co/qKQqKkLL01

[Quincy Larson @ossia]

Weekend reading for all you ambitious folks. 🔥 Learn how to architect a database [Free full-length book on SQL and relational DBMS]

Here are this week's five freeCodeCamp resources that are worth your time:

1. freeCodeCamp just published this full length book on how to architect a database using SQL and relational database management systems. This book is aimed at beginners, and includes a Jupyter Notebook you can interact with as you follow along. It will teach you Postgres and a bit of SQL. Then you'll learn how to design and maintain efficient, secure databases that support complex data-driven apps. (Full length book): https://t.co/NszcJf1RNQ

2. freeCodeCamp also published this comprehensive data science course on Time Series Forecasting with Python. You'll learn about key Time Series components like trend, seasonality, and residuals. You'll start by building some baseline models. Then you'll dive into Cross-Validation, Exogenous Features, Prediction Interval Generation, and more. (2 hour YouTube course): https://t.co/m6DX0ixzxz

3. On this week's freeCodeCamp podcast, I interview Edidiong Asikpo about her journey from medical school into software engineering. She talks about Nigeria's tech scene, how to break into tech when you live outside the Silicon Valley ecosystem, and how she transitioned from mobile app development to DevOps. Tons of actionable tips here. (1 hour watch or listen in your favorite podcast app): https://t.co/XqVURG98g7

4. freeCodeCamp also published this in-depth guide to passing the Google Cloud Associate Engineer certification exam. Andrew Brown will teach you about Infrastructure as Code, Serverless, Google Kubernetes Engine, data storage solutions, and more. If you're interested in a career in DevOps, take a gander. (11 hour YouTube course): https://t.co/TTsbnAInvW

5. Learn how the popular Next.js web development framework handles caching and rendering. This course uses the latest version of Next.js – version 15. It will teach you all about Static Site Generation, Server-Side Rendering, Incremental Static Regeneration, and other important concepts. (2 hour YouTube course): https://t.co/LQkOkST2Ds

These are just some of the open source learning resources that the freeCodeCamp community published this week. Our core curriculum is also under heavy development. We're launching new certifications in the coming months. You can help us accelerate open source education. Start supporting our charity and our mission directly: https://t.co/PJXlqTfhI9

Quote of the Week:
“To this day, I remember when my first open source pull request got merged. It was one of the best days of my life. I was so, so happy. I couldn't believe that a code contribution that I made was now part of an application used by thousands of people.” — Software Engineer @Didicodes on this week's freeCodeCamp podcast

Until next week, happy coding.

[🥱 Sleepy (ML/DL) @KrishnaNaraKun]

Applied Machine Learning (Cornell Tech CS 5787, Fall of 2020)

Best applied ML playlist taught by Prof Volodymyr Kuleshov of Cornell.

The playlist is code intensive, hence a good grasp of python and libraries is Pre required.

Link in comments 😎👇

[freeCodeCamp.org @freeCodeCamp]

A Cloud Development Environment is a cloud-hosted workspace where you can write, test, & deploy code without relying on local machines.

And in this guide, @gursimarsm compares three popular options to help you pick one.

He explains why using a CDE can be helpful & compares the features of Harness CDE, Gitpod, and Coder for you.

https://t.co/C1CVZcwrcJ

[freeCodeCamp.org @freeCodeCamp]

One of TypeScript's main benefits is that it adds static typing to JavaScript.

This makes your code less error-prone - and lots of devs have started using it.

In this hands-on course, you'll learn TypeScript basics and build small projects as you go.

https://t.co/hK7asFNAue

[🥱 Sleepy (ML/DL) @KrishnaNaraKun]

“Deep Learning for Computer Vision”

22 Videos course, taught by Justin Johnson of The University of Michigan , In 2020.

Link in comments 😎🎉

[Neo Kim @systemdesignone]

If you want to become a world-class software engineer (in 6 months or less), read these books:

[Andrew Brown @andrewbrown]

My free 11.5 Hour Google Cloud Associate Engineer course is now out out on @freeCodeCamp.

Next I'll be releasing the GCP Pro Architect, so stayed tuned later this month for its release.

[The Instigator @Am_Blujay]

The South African Police Service in Hlanganani, Mopani District, is searching for 17-year-old Seketelo Nkuna, a grade 10 learner from Marhorwani Malali High School in Olifantshoek village. She was last seen leaving home on July 26, 2025, at around 17:30, wearing a blue dress and black shoes. Described as medium height, light-complexioned with short hair, her whereabouts are unknown, and a joint search by police and family has been unsuccessful. The public is urged to contact Captain Maribate at 082 4688 673, Crime Stop at 08600 10111, or use the MySAPSApp with any information.

[The Instigator @Am_Blujay]

MISSING PERSON ‼️

Nhlalala Charmaine Chauke, a 16-year-old girl who resides at 13th Roosevelt. She has been missing for 3 weeks now.

If you have any information about her whereabouts, please contact:
082 080 5318
072 464 3779
081 044 1712

Please share and help us bring her home safely."

[˗ˏˋ CrimeInSA ˊˎ˗ @sa_crime]

*MISSING PERSON ALERT*

Noluthando Mdluli (22) communicated with her friend via WhatsApp at approximately 21:43 on 24 July 2025, informing her that she had arrived at the Majakathata taxi rank in Bloemfontein from KwaZulu-Natal. At 21:58, she sent another message stating that she had found a cab. No further communication has been received from her since 22:03.

She was last seen wearing blue jeans, blue denim jacket and a black long-sleeved t-shirt

Anyone with information on her whereabouts is urged to contact Captain Sabata Moseme on 0825262713.

[T S O N G A K I N G 🤴🏾 @MbazimaThomason]

JOZA, EASTERN CAPE
27-year-old Bongani Tulwana has been missing since 11 July 2025. He was last seen leaving his home in Joza wearing grey jeans, a grey hoodie, and flip flops. Bongani has a mental health condition, and his family is deeply worried.

[IG:Joy-Zelda @joy_zelda]

This is the Guy who Killed Mpho Mafole 💔💔😢😢 the Audit Chief of Ekurhuleni

His name is HLANGANANI MNCWANGO

Please RETWEET This until he is found 🙏

Brown Mogotsi Batohi Nkabane Julius Malema SAPS ARVs Minister of Higher Education Mchunu President Cyril Ramaphosa

[Tumelo T 🇿🇦 @tumelo_br]

@ChrisExcel102 Do your own research

📌Voltex is urgently hiring:

✅Stores Assistant

📍Pretoria

Salary: R7,500- R13,000 p/m

Requirements:
- Grade 12/ Matric only!
- Knowledge of warehouse processes.

Closing Date: Not specified, Apply ASAP.
https://t.co/1Uuws6vcXn