Akr B.

Cloud Data Engineering enthusiast | Exploring data pipelines, cloud platforms, and analytics | Lifelong learner 🚀☁️

[L E S E D I @_Hybreed_]

Mom was right, it is that damn phone

[Damien 🦈 @amazonwebshark]

https://t.co/Y46Q1JOGXS

[Ifeanyi (REXTECH) @ifeanyi_otuonye]

Again.. here's my article where I give you my complete package of how I passed the Amazon Web Services (AWS) DevOps Professional Certification.

Go check out the full article here - https://t.co/ZHFmol7Gzt

I include advice and recommendations based on the contrasting exam experiences of the Professional level AWS certification, to my previous experience having sat three Associate level and a Specialty level AWS certifications.

Here are some of the sections included in the article -
- Main technologies and concepts to focus on
- Top services to focus on characterized by heavy, moderate and light
- Personal recommended prerequisites
- A step by step guide with many resources

Some of resources include -
2 AWS DevOps Engineer Pro Courses by Stéphane Maarek and Adrian Cantrill

Jon Bonso and Tutorials Dojo's Exam Study Guide

AWS Service Cheat Sheets by Jon Bonso/Tutorials Dojo and Neal Davis/Digital Cloud Training

AWS White Papers

Tutorials Dojo Practise Exams

I believe that if you take your time to follow these steps intentionally, you will be in great shape to pass the AWS DevOps Pro certification!

Lastly, remember, it's not a race!

[Emre Yilmaz @emrey_shikisoft]

Integrating AI into a Solid AWS Foundation ☁️

Maintaining the AWS Solutions Architect – Pro and DevOps Engineer – Pro certs since 2018 (passed 3x each) has taught me one thing: the Cloud never stops changing.

In 2026, the signal is clear: AI isn’t just a trend; it’s the new infrastructure.

To stay at the top of the game, I’m adding these three milestones to my roadmap: 👇 (1/5)

[Rohit Ghumare @ghumare64]

AI Engineering from Scratch

Full lesson catalog. From linear algebra to autonomous agent swarms. Python, TypeScript, Rust, Julia.

Every lesson produces something reusable -- prompts, skills, agents, MCP servers.

~290 hours of content for FREE

https://t.co/akCmJxZRAZ

[Mostafa Ezzat @mostafaezztaman]

لأي حد مهتم انه يذاكر Full stack Engineering
دة مجموعة كورسات مقدمة من جامعة Helsinki in Finland

انا شخصياً درسته وفعلا خلى مستوايا في مكانة تانية
https://t.co/xd91F7TCAB

[freeCodeCamp.org @freeCodeCamp]

GitHub has a GitHub Actions certification exam.

And if you're a developer, DevOps, or automation lover, this course can help you study.

In it, @andrewbrown covers runners and commands, advanced workflows, publishing and deployment, and lots more.

https://t.co/UyA7ycPxzc

[freeCodeCamp.org @freeCodeCamp]

Learning Kubernetes doesn't come from memorizing commands.

It comes when you start building like a platform engineer.

In this course, you'll learn everything from core concepts to advanced industry standards like using Prometheus & Grafana for observability.

https://t.co/mxdHh6oWhC

[Romani @RomaniNasrat]

- The Complete AI Engineer Roadmap 🚀
Agentic & Generative AI: From Zero to Production
قررت أشارك معاكم حاجة كنت شغال عليها من فترة واتطلبت مني كتير جداً

الرودماب دي مش مجرد كلام نظري أو كوبي بيست من النت وشوية مصادر وخلاص لا.. دي رحلتي الشخصية اللي مشيتها من أيام الكلية لحد ما بقيت  Ai Engineer.

🔹 كل مصدر هنا أنا درسته وجربته بنفسي (مناهج الكلية، مصادر خارجية كورسات ومقالات وكتب، وخبرة من شغل حقيقي علي مشاريع في ارض الواقع)
🔹 الرحلة دي اخدت معايا 4 سنين (2 منهم شغل فعلي ك فريلانسر وفل تايم )
🔹 مفيش سحر - هتحتاج وقت وصبر، وده عادي جداً

ليه بشاركها؟
لما بديت كان في كم رهيب من الكورسات والمصادر ومش عارف تبدأ منين..
فحبيت أسهل الموضوع على اللي جاي بعدي ويكون عنده خريطة واضحة يمشي عليها، دا غير انها اتطلبت مني كتير جداً

The Complete AI Engineer Roadmap - من Python Basics لحد Production-Ready AI Agents

الرودماب منظمة في 4 مراحل:

📌 Phase 0: Python + Math Fundamentals
هتتعلم اساسيات البرمجة والرياضيات المختلفة علشان يبقي عندك اساس قوي

📌 Phase 1: Classical AI & Search Algorithms
هنفهم يعني أيه ai, agents وبيشتغلو ازاي وببتفاعلو مع البيئة اللي هما فيها

📌 Phase 2: ML, Deep Learning, NLP, Computer Vision
هنتعلم كل فرع فيهم بتعمق وبكدا تكون عندك معرفة كاملة لل ai وتطور موديلز

📌 Phase 3: Transformers, LLMs & Agentic AI Systems, deployment and production

هنا هنتخصص اكتر في ال nlp, llms وهيبقي وازاي الموديل بيفهم كلامنا ويقدر يتكلم وازاي يتفاعل وينفذ اوامر ويكون عنده قدرة ياخد قرارات ويتفاعل معانا وتقدر تبني ai agent وتخلي السيستم public

بالاضافة لل roadmap
- CHANNELS_TO_FOLLOW - حاطط كل القنوات المهمة اللي بتابعها
- ACCOUNTS_TO_FOLLOW - اكونتات السوشيال ميديا
- EXTRA_RESOURCES- اي مصادر زيادة بس مشوفتهاش بنفسي او من ترشيحات الاصدقاء
- PROJECTS_IDEAS - هيكون فيها افكار لكل المشاريع المهمة

حالياً اول فايل بس اللي قدرت اكمله بس لو عندك اقتراحات أو إضافات تعمل pr وتضيفهم في الفايلات دي

لينك ال roadmap
https://t.co/vnIp51kGXi

ولو الرودماب عجبتك أو ساعدتك:
⭐ متنساش تعملStar على GitHub
🔄 تشاركها مع حد ممكن يستفيد منها

#ArtificialIntelligence #MachineLearning #DeepLearning #AIEngineering #NLP #Egypt #TechCareers #ArabDevelopers #AI #Programming #agent #LLMs #roadmap

[freeCodeCamp.org @freeCodeCamp]

The AWS Certified Solutions Architect Professional cert can help you prove your expertise in the Cloud.

And in this course, @andrewbrown helps you prep for the exam.

You'll learn about storage services, networking, databases, security, management tools, and lots more.

https://t.co/mozMZa7SFT

[Progress Bar 2019 8 @ProgressBar19]

2019 8 is 2% complete.

[Progress Bar 2026 @ProgressBar202_]

2026 is 2% complete.

[Years Progress @YearsProgress]

2026 is 2% complete.

[A DevOps Girl @adevopsgirl_]

Pass the #CKA Certification Exam: The Ultimate Study Guide

https://t.co/mDvHMIV47Y #Kubernetes #Kubestronaut #CKAD #DevOps

[kloia @kloia_com]

Raja Haikal has officially joined the mission as Kloia’s 4th Kubestronaut! 🪐

With his deep expertise in cloud-native technologies and relentless curiosity for innovation, Raja is ready to navigate new Kubernetes galaxies with us. 👨‍🚀

At Kloia, our Kubestronauts lead the way — exploring, building, and modernizing the cloud universe together! 🚀

#Kubestronaut #Kubernetes #CloudNative #TeamKloia #TechExploration #Innovation @kubernetesio

[tのaoki @heyshi55711]

うちの事業部のメンバーにGOLDEN Kubestronautが爆誕しました。
現在ではまだ10名しか日本にいないとのことです。
すごすぎる！！！
https://t.co/4D6hLU1XAW

[ITQ @ITQ]

Congratulations to Remco Stolwijk, our newest Kubestronaut 🚀

Reaching this level so quickly shows real depth, curiosity and commitment to quality. Great to see this kind of engineering drive strengthening our Cloud Native work every day. Well done Remco!

[OSO @osodevops]

Kubestronaut in Orbit: Iliyan Petkov https://t.co/pS5LZMd8LT

[Saiyam Pathak @SaiyamPathak]

I have been part of the CNCF ecosystem for a long time now. I am a Kubestronaut, been CNCF Ambassadors for many years, involved in the Kubernetes certifications, was involved with TAG sustainability and now TAG Operational resilience, chaired Kubeday India, Organised KCD Mumbai and now doing KCD New Delhi.
This one hits different! After KCD Mumbai, I will be back in Mumbai with a much bigger purpose -> Kubecon India 2026.
I am glad to be one of the program chairs for the event! Looking forward to welcoming you all in Mumbai and also reading the awesome submissions. Go and submit your cloud native stories today. register early as Kubecon India is always a sold out event.
Huge thanks to CNCF team in believing in me and yes, I am excited for this one.

[tのaoki @heyshi55711]

期限切れに伴う3年ぶりのCKA落ちた…
お前本当にkubestronautか？（自問）