# ![@yourclouddude Avatar](https://lunarcrush.com/gi/w:26/cr:twitter::1896591753064685568.png) @yourclouddude yourclouddude

Yourclouddude emphasizes the importance of hands-on experience and projects in learning AWS and Python. The focus is on building real-world projects, such as serverless functions, cloudfront distributions, and static websites, to gain practical skills. The goal is to move beyond tutorials and theory, and to develop a problem-solving mindset to become job-ready.

### Engagements: [-------] [#](/creator/twitter::1896591753064685568/interactions)
![Engagements Line Chart](https://lunarcrush.com/gi/w:600/cr:twitter::1896591753064685568/c:line/m:interactions.svg)

- [--] Week [-------] +50%
- [--] Month [---------] +86%
- [--] Months [----------] +4,105%

### Mentions: [--] [#](/creator/twitter::1896591753064685568/posts_active)
![Mentions Line Chart](https://lunarcrush.com/gi/w:600/cr:twitter::1896591753064685568/c:line/m:posts_active.svg)

- [--] Week [--] -8.90%
- [--] Month [---] -8%
- [--] Months [-----] +356%

### Followers: [------] [#](/creator/twitter::1896591753064685568/followers)
![Followers Line Chart](https://lunarcrush.com/gi/w:600/cr:twitter::1896591753064685568/c:line/m:followers.svg)

- [--] Week [------] +4.70%
- [--] Month [------] +58%
- [--] Months [------] +1,057%

### CreatorRank: [------] [#](/creator/twitter::1896591753064685568/influencer_rank)
![CreatorRank Line Chart](https://lunarcrush.com/gi/w:600/cr:twitter::1896591753064685568/c:line/m:influencer_rank.svg)

### Social Influence

**Social category influence**
[technology brands](/list/technology-brands)  64.58% [stocks](/list/stocks)  0.69%

**Social topic influence**
[build](/topic/build) #838, [lambda](/topic/lambda) #9, [loops](/topic/loops) #24, [iam](/topic/iam) #144, [core](/topic/core) #406, [azure](/topic/azure) #108, [cloud](/topic/cloud) #270, [flow](/topic/flow) 4.17%, [code](/topic/code) #568, [how to](/topic/how-to) 3.47%

**Top accounts mentioned or mentioned by**
[@easezen_](/creator/undefined) [@alexpetrunak](/creator/undefined) [@pcshipp](/creator/undefined) [@precioux](/creator/undefined) [@siddarthadevops](/creator/undefined) [@jnaresh1985](/creator/undefined) [@thisisvelu_](/creator/undefined) [@rahulbagal__](/creator/undefined) [@rahulpaswa61922](/creator/undefined) [@mrgc41637186182](/creator/undefined) [@miclaumarius](/creator/undefined) [@whereismanideep](/creator/undefined) [@echowiredai](/creator/undefined) [@trader_sayeed](/creator/undefined) [@asaf_s_](/creator/undefined) [@askyoshik](/creator/undefined) [@challenger7717](/creator/undefined)

**Top assets mentioned**
[Alphabet Inc Class A (GOOGL)](/topic/$googl)
### Top Social Posts
Top posts by engagements in the last [--] hours

"6 AWS Projects That Prove Youre Job-Ready Portfolio site S3 + CloudFront Multi-tier app EC2 + RDS + VPC Serverless API Lambda + API Gateway Alerts CloudWatch + SNS Data pipeline S3 + Glue + Athena Secure login Cognito + IAM Forget [---] labs. Build these [--] interview stories sorted"  
[X Link](https://x.com/yourclouddude/status/1962055150484566113)  2025-08-31T07:29Z 21.3K followers, 110K engagements


"Dont overthink it. Build a Calculator to master logic & loops Build a Weather App using live APIs Build a CRUD Web App with Flask + DB Build a Chatbot UI with Streamlit + GPT Build a File Organizer with os & shutil Build a Resume Parser using NLP Build a Stock Predictor using ML Build a Job Tracker that updates Notion The best way to learn Python Projects. Not tutorials"  
[X Link](https://x.com/yourclouddude/status/1963073059876962358)  2025-09-03T02:54Z 21.3K followers, 131.7K engagements


"AWS isnt learned by reading docs. Its learned by building. Here are [--] beginner-friendly AWS projects you can actually finish 👇"  
[X Link](https://x.com/yourclouddude/status/1966275996581007833)  2025-09-11T23:01Z 21.3K followers, 228K engagements


"AWS isnt learned by reading docs. Its learned by building. Here are [--] beginner-friendly AWS projects you can actually finish 👇"  
[X Link](https://x.com/yourclouddude/status/1970987041681793254)  2025-09-24T23:01Z 21.3K followers, 56.3K engagements


"Dont overthink it. Learn EC2 compute Learn S3 storage Learn RDS database Learn IAM security Learn VPC networking Learn Lambda automation Learn CloudWatch monitoring Learn Route [--] DNS & domains You dont need every AWS service. Just master the ones that actually run the cloud. ☁"  
[X Link](https://x.com/yourclouddude/status/1984742632141013134)  2025-11-01T22:01Z 21.3K followers, 1.2M engagements


"AWS skills that interviewers actually care about"  
[X Link](https://x.com/yourclouddude/status/1985332068021157935)  2025-11-03T13:03Z 21.3K followers, 51.7K engagements


"10 Python Projects That Make Your Resume Stand Out File Organizer automate your desktop Web Scraper extract real data Weather App use live APIs CRUD App Flask + SQL backend Resume Parser NLP practice Expense Tracker Tkinter GUI Chatbot Streamlit + GPT Stock Analyzer Pandas + APIs Email Sender automate workflows Job Tracker Selenium + Notion Forget endless tutorials. Build these [--] show real proof of skill"  
[X Link](https://x.com/yourclouddude/status/1988563312888459487)  2025-11-12T11:03Z 21.3K followers, 2.5M engagements


"POV: You Finally Understood AWS"  
[X Link](https://x.com/yourclouddude/status/2017897369874944507)  2026-02-01T09:46Z 21.3K followers, 169.6K engagements


"Master Computer Networking in [--] steps What a network is devices talking to devices OSI vs TCP/IP how data moves IP addressing IPv4 subnetting basics MAC vs IP hardware vs logical address Switching LAN frames switches Routing packets routers gateways DNS name to IP resolution TCP vs UDP reliability vs speed Firewalls allow vs block traffic Troubleshooting ping traceroute netstat Thats the path. If you understand data flow networking clicks. https://twitter.com/i/web/status/2022159166777757983 https://twitter.com/i/web/status/2022159166777757983"  
[X Link](https://x.com/yourclouddude/status/2022159166777757983)  2026-02-13T04:01Z 21.3K followers, 10.5K engagements


"AWS Architecture simplified 👇"  
[X Link](https://x.com/yourclouddude/status/2022473835233317091)  2026-02-14T00:51Z 21.3K followers, [----] engagements


"5 AWS Tips for Beginners ☁ [--]. Start with EC2 S3 IAM and VPC - the core. [--]. Use the Free Tier but set a billing alarm. [--]. Always stop or terminate unused resources. [--]. Document every project in simple words. [--]. Focus on projects memorizing services. 📌 Build confidence by doing not cramming. https://twitter.com/i/web/status/2014050847613649138 https://twitter.com/i/web/status/2014050847613649138"  
[X Link](https://x.com/yourclouddude/status/2014050847613649138)  2026-01-21T19:01Z 20.3K followers, [----] engagements


"AWS in plain English: EC2 computer S3 storage RDS database IAM security guard Lambda automation Thats 80% of what youll use daily"  
[X Link](https://x.com/yourclouddude/status/2017010322066796715)  2026-01-29T23:01Z 21.1K followers, 48.2K engagements


"Dont overthink it. Build a Calculator to master logic & loops Build a Weather App using live APIs Build a CRUD Web App with Flask + DB Build a Chatbot UI with Streamlit + GPT Build a File Organizer with os & shutil Build a Resume Parser using NLP Build a Stock Predictor using ML Build a Job Tracker that updates Notion The best way to learn Python Projects. Not tutorials. https://twitter.com/i/web/status/2017462924068196419 https://twitter.com/i/web/status/2017462924068196419"  
[X Link](https://x.com/yourclouddude/status/2017462924068196419)  2026-01-31T05:00Z 20.7K followers, [----] engagements


"If you understand these [--] AWS services you already know more cloud than most beginners ☁ EC2 run servers S3 store anything IAM control access VPC private networking RDS managed databases Lambda run code without servers CloudFront deliver content faster Route [--] DNS & traffic routing CloudWatch logs & monitoring SNS / SQS notifications & queues Thats it. Not 200+. Not everything. https://twitter.com/i/web/status/2017674730661200245 https://twitter.com/i/web/status/2017674730661200245"  
[X Link](https://x.com/yourclouddude/status/2017674730661200245)  2026-01-31T19:01Z 21K followers, 14.1K engagements


"You dont need [---] resources to learn AWS. You just need to learn it like this 👇"  
[X Link](https://x.com/yourclouddude/status/2017719926417506492)  2026-01-31T22:01Z 20.4K followers, 11.8K engagements


"Step 3: Add hands-on early Dont wait to finish theory. Do small things: deploy one app secure an S3 bucket connect services with IAM Small actions stick"  
[X Link](https://x.com/yourclouddude/status/2017719931790393609)  2026-01-31T22:01Z 20.5K followers, [---] engagements


"Step 4: Build ONE end-to-end project One good project beats ten tutorials. Your project should show: input processing storage output basic security simple monitoring This is real AWS"  
[X Link](https://x.com/yourclouddude/status/2017719933036040245)  2026-01-31T22:01Z 20.5K followers, [---] engagements


"☁ AWS LEARNING ROADMAP (Beginner Confident) [--] Cloud foundations What cloud is regions AZs pricing shared responsibility. Get the why before the tools. [--] Core AWS services EC2 S3 IAM VPC RDS These power most real systems. [--] Hands-on early Launch an EC2 Host a static site on S3 Set IAM roles & policies [--] Think in architectures How compute storage network & security connect. Services dont live alone. [--] Monitoring & security basics CloudWatch logs alarms least-privilege IAM. This is production reality. [--] Cert path (optional) CLF SAA for structure & validation. Certs help projects prove. [--] Real"  
[X Link](https://x.com/yourclouddude/status/2018172896229662821)  2026-02-02T04:01Z 20.9K followers, 13.2K engagements


"AWS ARCHITECTURE explained 👇"  
[X Link](https://x.com/yourclouddude/status/2018180098181255565)  2026-02-02T04:30Z 21.1K followers, 47.2K engagements


"POV: I understood AWS after making these Architectures ✨"  
[X Link](https://x.com/yourclouddude/status/2018264069849911476)  2026-02-02T10:03Z 21.1K followers, [----] engagements


"Stop Memorizing [---] AWS Services - Master These [--] for 80% Cloud Work"  
[X Link](https://x.com/yourclouddude/status/2018309644448366723)  2026-02-02T13:04Z 21.1K followers, 11.2K engagements


"If you understand these [--] Python concepts you already know more Python than most beginners 🐍 Variables store data Data Types numbers strings booleans Conditionals make decisions Loops repeat logic Functions reuse code Lists & Dictionaries manage data File Handling read & write files Error Handling deal with failures Modules & Libraries extend Python Projects apply everything Thats it. Not every library. Not every trick. https://twitter.com/i/web/status/2018399543671349269 https://twitter.com/i/web/status/2018399543671349269"  
[X Link](https://x.com/yourclouddude/status/2018399543671349269)  2026-02-02T19:02Z 21.1K followers, [----] engagements


"AWS certifications dont make you job-ready. This does.👇"  
[X Link](https://x.com/yourclouddude/status/2018444703243333798)  2026-02-02T22:01Z 20.9K followers, 42.5K engagements


"AWS in plain English: EC2 computer S3 storage RDS database IAM security guard Lambda automation Thats 80% of what youll use daily"  
[X Link](https://x.com/yourclouddude/status/2018536065003327659)  2026-02-03T04:04Z 21.1K followers, [----] engagements


"AWS in Plain English: Amazon EC2 🖥☁ This is where most people start with AWS. What problem EC2 solves You need a server to run your app. Buying hardware is slow expensive and risky. What Amazon EC2 is A virtual server in the cloud that you can create in minutes. You choose: OS CPU & RAM Storage Network access How it works (simple flow) Launch instance install app expose via IP/DNS scale if needed What EC2 is used for Web applications Backend APIs Test & dev environments Background workers Legacy workloads Why companies use EC2 Full control over the server Scale up/down anytime Pay only for"  
[X Link](https://x.com/yourclouddude/status/2018716716239356292)  2026-02-03T16:02Z 21.1K followers, [----] engagements


"Youre [--] know only AWS basics & feel lost. Heres the path Id actually take: Ignore 200+ services master EC2 S3 IAM Lambda VPC CloudWatch Build [--] real projects (static site automation mini pipeline) Learn IAM roles & policies security finally clicks Draw simple architecture diagrams Use CloudWatch logs learn real debugging Deploy one flow: Upload S3 Lambda Notification Document everything on GitHub (clean README) Share progress for [--] days This beats memorising services. Projects theory. Architecture overwhelm. https://twitter.com/i/web/status/2018807108121100719"  
[X Link](https://x.com/yourclouddude/status/2018807108121100719)  2026-02-03T22:01Z 21.2K followers, [----] engagements


"Master Azure in [--] steps Cloud basics regions AZs pricing Core services VMs Storage Networking Identity Azure AD RBAC Networking VNet subnets NSGs Compute choices VM vs App Service vs Functions Databases Azure SQL Cosmos DB Monitoring Azure Monitor alerts logs Security Defender policies least privilege Automation Azure CLI ARM / Bicep Projects + Certs build apps AZ-900 AZ-104 Thats the path. No overload. No guessing. https://twitter.com/i/web/status/2018889868756050276 https://twitter.com/i/web/status/2018889868756050276"  
[X Link](https://x.com/yourclouddude/status/2018889868756050276)  2026-02-04T03:30Z 20.3K followers, [----] engagements


"AWS Projects everyone should make"  
[X Link](https://x.com/yourclouddude/status/2018984535837266049)  2026-02-04T09:46Z 21.2K followers, [----] engagements


"ALB vs NLB vs API Gateway - stop guessing. Heres how to actually choose. Most AWS learners know what these are. Very few know when to use each. Lets fix that 👇 [--] Application Load Balancer (ALB) Use ALB when: Youre routing HTTP/HTTPS traffic You need path-based or host-based routing Your app has multiple microservices Think: /login auth service /orders order service Common use cases: Web apps REST APIs behind EC2/ECS Microservices Why companies love it: Flexible routing + app-level visibility. [--] Network Load Balancer (NLB) Use NLB when: You need ultra-low latency Traffic is TCP/UDP Youre"  
[X Link](https://x.com/yourclouddude/status/2019025783184916513)  2026-02-04T12:30Z 21.1K followers, [----] engagements


"Linux isnt complicated. 🐧 Youre just delaying it. You dont need to: Find the perfect distro Memorize every command Become a terminal expert What actually works 👇 Pick one distro and commit Use the terminal every day Google commands while using them Learn permissions early (chmod sudo) Break things once fix them yourself Read logs instead of guessing Linux rewards usage not preparation. Open the terminal. Type. Learn"  
[X Link](https://x.com/yourclouddude/status/2019124248812376292)  2026-02-04T19:01Z 20.3K followers, [----] engagements


"AWS certs get interviews. AWS projects get jobs. Which project are you building next"  
[X Link](https://x.com/yourclouddude/status/2019305378916315510)  2026-02-05T07:01Z 21.2K followers, [----] engagements


"If you understand these [--] Azure services you already know more cloud than most beginners ☁💙 Virtual Machines run servers Blob Storage store files & data Azure AD identity & access control Virtual Network (VNet) private networking Azure SQL / Cosmos DB managed databases App Service deploy web apps fast Azure Functions serverless code Application Gateway traffic routing Azure Monitor logs & metrics Logic Apps workflow automation Thats it. Not everything. Not all at once. https://twitter.com/i/web/status/2019531868819861685 https://twitter.com/i/web/status/2019531868819861685"  
[X Link](https://x.com/yourclouddude/status/2019531868819861685)  2026-02-05T22:01Z 21.2K followers, [----] engagements


"@pcshipp Honestly this is true Redis is the reason apps feel instant caching sessions rate limits queues. Without it everything hits the DB and suddenly your modern app feels like dial-up"  
[X Link](https://x.com/yourclouddude/status/2019583584844279896)  2026-02-06T01:27Z 21.2K followers, [---] engagements


"@precio_ux Thanks for your appreciation buddy 😀"  
[X Link](https://x.com/yourclouddude/status/2019784430781427809)  2026-02-06T14:45Z 20.3K followers, [--] engagements


"AWS Projects everyone should make"  
[X Link](https://x.com/yourclouddude/status/2019890497788010903)  2026-02-06T21:46Z 21.2K followers, [----] engagements


"Azure in Plain English: Azure Blob Storage 📦☁ Azures answer to file storage. What problem it solves Apps need a safe place to store files: images videos backups logs documents. Servers arent built for this. What Azure Blob Storage is A massively scalable object storage service for unstructured data. Think: ➡ store any file ➡ access from anywhere ➡ pay only for what you use How it works (simple flow) Upload blob Azure stores it app/users access via URL or SDK What you can store Images & videos PDFs & documents App backups Logs & datasets Static website files Real-world use cases Host static"  
[X Link](https://x.com/yourclouddude/status/2020166038701113415)  2026-02-07T16:01Z 21.1K followers, [----] engagements


"Here's a simple guide to Master AWS"  
[X Link](https://x.com/yourclouddude/status/2020211889561551358)  2026-02-07T19:03Z 21.2K followers, [----] engagements


"Dont overthink it. Build a Calculator to master logic & loops Build a Weather App using live APIs Build a CRUD Web App with Flask + DB Build a Chatbot UI with Streamlit + GPT Build a File Organizer with os & shutil Build a Resume Parser using NLP Build a Stock Predictor using ML Build a Job Tracker that updates Notion The best way to learn Python Projects. Not tutorials. https://twitter.com/i/web/status/2020458934541373550 https://twitter.com/i/web/status/2020458934541373550"  
[X Link](https://x.com/yourclouddude/status/2020458934541373550)  2026-02-08T11:25Z 21K followers, [----] engagements


"How to answer AWS certification questions Most people fail because they misread the question. Fix this 👇 Read the last line first (cost security performance) Keywords = hints cost-effective cheapest highly available Multi-AZ low ops managed services serverless Lambda / DynamoDB Eliminate fast ❌ EC2 when Lambda fits ❌ Self-managed DB over RDS ❌ Public access when security is mentioned Think AWS-native Managed manual Simple complex Golden rule If two answers look right pick the one with less cost + less ops. https://twitter.com/i/web/status/2020573898257895429"  
[X Link](https://x.com/yourclouddude/status/2020573898257895429)  2026-02-08T19:02Z 21K followers, [----] engagements


"Get AWS Certified with ease with this resource 👇 https://yourclouddude.gumroad.com/l/eduts https://yourclouddude.gumroad.com/l/eduts"  
[X Link](https://x.com/yourclouddude/status/2020573899423981742)  2026-02-08T19:02Z 20.7K followers, [---] engagements


"@SiddarthaDevops This hits hard 👌 Cloud cost optimization isnt about cutting corners . its about building smarter. Teams that treat FinOps + automation as a core skill always win in the long run"  
[X Link](https://x.com/yourclouddude/status/2020706125440786782)  2026-02-09T03:47Z 20.7K followers, [--] engagements


"🧭 AZURE CERTIFICATION ROADMAP (Beginner Advanced) Follow this order to avoid confusion 👇 [--] Cloud foundations Understand cloud basics pricing security regions. [--] Beginner cert AZ-900 Azure fundamentals & concepts. [--] Associate level AZ-104 (Admin) or AZ-204 (Developer). This is where real Azure skills start. [--] Hands-on with certs Deploy VMs Storage VNets RBAC. Certs + projects = confidence. [--] Pick a role Admin Developer DevOps Data. Focus on ONE path. [--] Expert level (later) AZ-305 / AZ-400 after real experience. [--] Certs support skills They validate work dont replace it. Azure certs alone wont"  
[X Link](https://x.com/yourclouddude/status/2020709598907207881)  2026-02-09T04:01Z 21.2K followers, [----] engagements


"Get AZURE Certified with ease with this 👇 https://yourclouddude.gumroad.com/l/ymxii https://yourclouddude.gumroad.com/l/ymxii"  
[X Link](https://x.com/yourclouddude/status/2020709600115192228)  2026-02-09T04:01Z 20.8K followers, [---] engagements


"10+ Real world Architectures for you: https://yourclouddude.gumroad.com/ https://yourclouddude.gumroad.com/"  
[X Link](https://x.com/yourclouddude/status/2020800741942673506)  2026-02-09T10:03Z 21.1K followers, [----] engagements


"A deep dive into AWS IAM (the service that silently controls everything).👇"  
[X Link](https://x.com/yourclouddude/status/2020891213776191525)  2026-02-09T16:03Z 21.2K followers, [----] engagements


"Most AWS issues arent caused by EC2 S3 or Lambda. Theyre caused by IAM. Permissions break systems more often than code does. Lets understand IAM the right way 👇"  
[X Link](https://x.com/yourclouddude/status/2020891214979953002)  2026-02-09T16:03Z 20.9K followers, [---] engagements


"What IAM really is IAM is not just users and permissions. IAM defines: who can do what on which resource under what conditions Its the security layer of every AWS architecture"  
[X Link](https://x.com/yourclouddude/status/2020891216385135077)  2026-02-09T16:03Z 20.9K followers, [---] engagements


"IAM is part of architecture design In real projects you should think: which service talks to which what role does it assume what happens if its compromised IAM decisions affect security debugging and scalability"  
[X Link](https://x.com/yourclouddude/status/2020891224442274244)  2026-02-09T16:03Z 20.9K followers, [---] engagements


"Common IAM mistakes to avoid hardcoding AWS keys using users instead of roles overly broad policies ignoring permission boundaries These mistakes show up fast in interviews"  
[X Link](https://x.com/yourclouddude/status/2020891227101491283)  2026-02-09T16:03Z 20.9K followers, [---] engagements


"How IAM is tested in interviews Interviewers care if you can explain: role assumption least privilege service-to-service access real failure scenarios Not just policy syntax"  
[X Link](https://x.com/yourclouddude/status/2020891230062649572)  2026-02-09T16:03Z 20.9K followers, [---] engagements


"The big takeaway IAM isnt a setup step. Its a design decision. If IAM clicks for you AWS starts to feel logical instead of scary"  
[X Link](https://x.com/yourclouddude/status/2020891231526502451)  2026-02-09T16:03Z 20.9K followers, [---] engagements


"Get AWS Certified and get hired 👇 https://yourclouddude.gumroad.com/l/yybcvx https://yourclouddude.gumroad.com/l/yybcvx"  
[X Link](https://x.com/yourclouddude/status/2020891234005352612)  2026-02-09T16:03Z 20.9K followers, [---] engagements


"Master Azure in [--] steps Cloud basics regions availability zones pricing Core services Virtual Machines Storage Networking Identity Azure AD RBAC Networking VNet subnets NSGs Compute choices VM vs App Service vs Functions Databases Azure SQL Cosmos DB Monitoring Azure Monitor logs alerts Security Defender policies least privilege Automation Azure CLI ARM/Bicep Projects + Certs build apps AZ-900 AZ-104 Thats the path. Build systems. Secure them. Automate them. https://twitter.com/i/web/status/2020996555541455048 https://twitter.com/i/web/status/2020996555541455048"  
[X Link](https://x.com/yourclouddude/status/2020996555541455048)  2026-02-09T23:01Z 21.2K followers, [----] engagements


"Stop learning tech like a student. Start learning like you want a job. Most beginners do this ❌ Collect courses Memorize syntax Chase certificates Avoid building real things Hiring works differently ✅ Heres what actually gets interviews: Pick one role (Cloud / Backend / Data / Automation) Learn only job-used skills (not everything) Build [--] real projects that solve problems Deploy at least one project live Write clear READMEs (what why how) Show proof of thinking not just code Share your work publicly (GitHub posts demos) Reality check 👇 Recruiters dont ask: Which course did you finish They"  
[X Link](https://x.com/yourclouddude/status/2021072007954063619)  2026-02-10T04:01Z 21.1K followers, 23.4K engagements


"AWS Cert Q ☁ Which service is best for unpredictable workloads at lowest cost A) On-Demand EC2 B) Reserved EC2 D) Dedicated Hosts C) Spot EC2 A) On-Demand EC2 B) Reserved EC2 D) Dedicated Hosts C) Spot EC2"  
[X Link](https://x.com/yourclouddude/status/2021124600524943512)  2026-02-10T07:30Z 21.1K followers, [----] engagements


"Go PRO in AWS with this one resource 👇 https://yourclouddude.gumroad.com/l/msnbif https://yourclouddude.gumroad.com/l/msnbif"  
[X Link](https://x.com/yourclouddude/status/2021124601980281105)  2026-02-10T07:30Z 21K followers, [---] engagements


"Go PRO in AWS and get certified with ease with this resource 👇 https://yourclouddude.gumroad.com/l/yybcvx https://yourclouddude.gumroad.com/l/yybcvx"  
[X Link](https://x.com/yourclouddude/status/2021208055124246958)  2026-02-10T13:02Z 21.1K followers, [---] engagements


"AWS isnt hard. ☁ Youre just overthinking it. Stop: Trying to learn every service Watching endless tutorials Do this instead 👇 Learn core services (EC2 S3 IAM) Understand why not just how Build small real projects Read errors fix them AWS rewards building not browsing. Launch. Break. Learn. https://twitter.com/i/web/status/2021298607962357888 https://twitter.com/i/web/status/2021298607962357888"  
[X Link](https://x.com/yourclouddude/status/2021298607962357888)  2026-02-10T19:01Z 21.1K followers, [----] engagements


"Go PRO in AWS with this one resource 👇 https://yourclouddude.gumroad.com/l/msnbif https://yourclouddude.gumroad.com/l/msnbif"  
[X Link](https://x.com/yourclouddude/status/2021298609174565303)  2026-02-10T19:01Z 21.1K followers, [---] engagements


"A deep dive into Amazon S3 (beyond object storage).👇"  
[X Link](https://x.com/yourclouddude/status/2021351106144588115)  2026-02-10T22:30Z 21.2K followers, [----] engagements


"Most people think S3 is just a place to store files. In reality S3 is a core building block used in almost every modern AWS architecture. Lets break down how it actually works 👇"  
[X Link](https://x.com/yourclouddude/status/2021351107348279510)  2026-02-10T22:30Z 21.1K followers, [---] engagements


"What S3 really is S3 is: object storage massively scalable highly durable (11 9s) But the real power is how it integrates with the rest of AWS"  
[X Link](https://x.com/yourclouddude/status/2021351110078820635)  2026-02-10T22:30Z 21.1K followers, [---] engagements


"Buckets objects and keys S3 doesnt have folders. It has: buckets (containers) objects (files + metadata) keys (full object path) Folders are just a UI illusion. Understanding this helps avoid design mistakes"  
[X Link](https://x.com/yourclouddude/status/2021351111676850256)  2026-02-10T22:30Z 21.1K followers, [--] engagements


"Performance & cost basics S3 scales automatically but cost depends on: storage class request type data transfer lifecycle rules Smart teams use: lifecycle policies tiered storage CloudFront for reads Cost control is a design decision"  
[X Link](https://x.com/yourclouddude/status/2021351116672217326)  2026-02-10T22:30Z 21.1K followers, [---] engagements


"Events make S3 powerful S3 can trigger actions when something happens. Examples: file upload Lambda runs new object data processing image upload thumbnail creation This enables event-driven architectures"  
[X Link](https://x.com/yourclouddude/status/2021351117875978608)  2026-02-10T22:30Z 21.1K followers, [--] engagements


"Common beginner mistakes Avoid these: making buckets public storing everything in one bucket ignoring lifecycle rules using S3 like a traditional file system S3 works best when used as designed"  
[X Link](https://x.com/yourclouddude/status/2021351119230775385)  2026-02-10T22:30Z 21.1K followers, [--] engagements


"The real takeaway S3 isnt just storage. Its: a data foundation an integration hub a trigger for workflows a cost-optimization tool Understand S3 deeply and half of AWS starts to make sense"  
[X Link](https://x.com/yourclouddude/status/2021351120803647851)  2026-02-10T22:30Z 21.1K followers, [---] engagements


"Get AWS Certified and get ahead of your competition 👇 https://yourclouddude.gumroad.com/l/yybcvx https://yourclouddude.gumroad.com/l/yybcvx"  
[X Link](https://x.com/yourclouddude/status/2021351122112315585)  2026-02-10T22:30Z 21.1K followers, [---] engagements


"AWS Cert Q ☁ What should you use to give apps AWS permissions securely A) IAM User B) Access Keys D) Root Account C) IAM Role A) IAM User B) Access Keys D) Root Account C) IAM Role"  
[X Link](https://x.com/yourclouddude/status/2021849368953770164)  2026-02-12T07:30Z 21.2K followers, [---] engagements


"Go PRO in AWS with this one resource 👇 https://yourclouddude.gumroad.com/l/msnbif https://yourclouddude.gumroad.com/l/msnbif"  
[X Link](https://x.com/yourclouddude/status/2021849370786746844)  2026-02-12T07:30Z 21.2K followers, [---] engagements


"Get 10+ AWS Projects to learn & build: https://yourclouddude.gumroad.com/ https://yourclouddude.gumroad.com/"  
[X Link](https://x.com/yourclouddude/status/2021887578232742354)  2026-02-12T10:02Z 21.2K followers, [---] engagements


"Get Job ready with AWS with this one resource 👇 https://yourclouddude.gumroad.com/l/msnbif https://yourclouddude.gumroad.com/l/msnbif"  
[X Link](https://x.com/yourclouddude/status/2021978231142773011)  2026-02-12T16:02Z 21.2K followers, [----] engagements


"Master DevOps in [--] steps Linux basics files processes permissions Git version control branches PRs CI/CD build test deploy automatically Containers Docker images & containers Orchestration Kubernetes basics Cloud AWS/Azure core services Infrastructure as Code Terraform / CloudFormation Monitoring logs metrics alerts Security secrets least privilege scans Projects CI/CD pipelines cloud deployments Thats the path. DevOps = automation + reliability not tools hoarding. https://twitter.com/i/web/status/2022332656382259412 https://twitter.com/i/web/status/2022332656382259412"  
[X Link](https://x.com/yourclouddude/status/2022332656382259412)  2026-02-13T15:30Z 21.3K followers, 10.7K engagements


"Go PRO in AWS with this one resource 👇 https://yourclouddude.gumroad.com/l/msnbif https://yourclouddude.gumroad.com/l/msnbif"  
[X Link](https://x.com/yourclouddude/status/2022574151907594393)  2026-02-14T07:30Z 21.3K followers, [---] engagements


"2 Show end-to-end architecture Recruiters care about flow. Your AWS project should show: user frontend backend logic database / storage monitoring Architecture individual services"  
[X Link](https://x.com/yourclouddude/status/2022800637927293230)  2026-02-14T22:30Z 21.3K followers, [---] engagements


"🔍 SQL SELECT in [--] Seconds SELECT = The foundation of SQL. Its how you ask the database for data. Example: SELECT name age FROM employees WHERE age 25; 👉 Returns names + ages of employees older than [--]. Why it matters ✅ Pull only the data you need ✅ Works with filters (WHERE) sorting (ORDER BY) grouping (GROUP BY) ✅ First command every SQL learner masters 💡 Pro tip: Start with SELECT * to explore but move to specific columns for cleaner queries. SELECT = Your entry ticket to data analysis 🎟 https://twitter.com/i/web/status/1963806918910099924"  
[X Link](https://x.com/yourclouddude/status/1963806918910099924)  2025-09-05T03:30Z 21.2K followers, [---] engagements


"Projects so good recruiters actually open your repo"  
[X Link](https://x.com/yourclouddude/status/2019260395035234437)  2026-02-05T04:02Z 21.2K followers, 11.9K engagements


"CLOUD was never this EASY to understand"  
[X Link](https://x.com/yourclouddude/status/2019703988535312416)  2026-02-06T09:25Z 21.3K followers, 33.6K engagements


"Python in Plain English: __init__.py 📁🐍 This file confuses almost everyone at first. The problem You create folders for your code but Python doesnt always know how to import them. Imports break. Errors appear. What __init__.py is A file that tells Python: 👉 This folder is a package. Thats it. What it actually does Enables package imports Runs setup code (optional) Controls what gets imported Helps structure large projects How it works (simple flow) Folder + __init__.py Python treats it as a package imports work Where youll see it Real-world Python projects Frameworks (Flask Django apps)"  
[X Link](https://x.com/yourclouddude/status/2019810981069594947)  2026-02-06T16:30Z 21.2K followers, [----] engagements


"Everyone who wants to learn: AWS Python Automation Cloud Computing Projects & Real-World Skills and to build a career in Tech I hope you find my account helpful ✨"  
[X Link](https://x.com/yourclouddude/status/2020770178254983651)  2026-02-09T08:02Z 21.3K followers, 17.8K engagements


"AWS API Gateway - explained in plain English 🌐 API Gateway is the front door to your backend. Nothing magical. Just controlled access. Think of it like this 👇 Your backend (Lambda / ECS / EC2) = your house 🏠 API Gateway = the gate outside You dont let everyone walk straight in. What API Gateway actually does: Receives requests (HTTP) Validates them Controls who can access Sends them to the right backend Sends responses back Thats it. Why you need it: Without API Gateway: ❌ Anyone can hit your backend ❌ No throttling ❌ No auth ❌ No versioning With API Gateway: ✅ Rate limits ✅ Auth (IAM /"  
[X Link](https://x.com/yourclouddude/status/2021208053668811071)  2026-02-10T13:02Z 21.3K followers, [----] engagements


"Most AWS learners build projects. Few build hireable AWS projects. The difference isnt the service count. Its how real the system feels"  
[X Link](https://x.com/yourclouddude/status/2022075882278428822)  2026-02-12T22:30Z 21.2K followers, [----] engagements


"1 Start with a real use case Avoid Hello World setups. Good AWS project ideas: host a real website build a simple backend API process files automatically design a small SaaS-style flow If it solves a problem its valuable"  
[X Link](https://x.com/yourclouddude/status/2022075887986921736)  2026-02-12T22:30Z 21.2K followers, [----] engagements


"2 Show end-to-end architecture Recruiters care about flow. Your AWS project should show: user frontend backend logic database / storage monitoring Architecture individual services"  
[X Link](https://x.com/yourclouddude/status/2022075889261899923)  2026-02-12T22:30Z 21.2K followers, [---] engagements


"3 Use IAM properly (this is huge) Most beginners ignore this. Your project should show: roles instead of users least-privilege access no hard-coded keys Good IAM = real-world AWS thinking"  
[X Link](https://x.com/yourclouddude/status/2022075890692247702)  2026-02-12T22:30Z 21.2K followers, [---] engagements


"5 Add basic monitoring Production systems are observable. At minimum show: logs simple alarms visibility into failures This instantly levels up your project"  
[X Link](https://x.com/yourclouddude/status/2022075893259071704)  2026-02-12T22:30Z 21.2K followers, [---] engagements


"Final takeaway AWS projects dont impress because they use many services. They impress because they show: system thinking security awareness clear architecture Build fewer AWS projects. Build them deeper. Build 15+ Adv. AWS Projects that will get you hired 👇 https://yourclouddude.gumroad.com/l/gmjdsz https://yourclouddude.gumroad.com/l/gmjdsz"  
[X Link](https://x.com/yourclouddude/status/2022075894999683309)  2026-02-12T22:30Z 21.2K followers, [---] engagements


"AWS Cert Q ☁ What controls inbound & outbound traffic at instance level A) NACL B) Route Table D) Internet Gateway C) Security Group A) NACL B) Route Table D) Internet Gateway C) Security Group"  
[X Link](https://x.com/yourclouddude/status/2022219589749276870)  2026-02-13T08:01Z 21.3K followers, [---] engagements


"Most people dont fail at coding or cloud because its too hard. They fail because they dont know how to practice the right way. Heres the playbook to actually improve 👇"  
[X Link](https://x.com/anyuser/status/1965913621935907305)  2025-09-10T23:01Z 21.3K followers, 59.1K engagements


"You dont need [--] years of experience to stand out in tech. You just need to master the fundamentals that 90% of people skip. Here are [--] fundamentals that will level up your career 👇"  
[X Link](https://x.com/anyuser/status/1970563455028498463)  2025-09-23T18:58Z 21.3K followers, 123.2K engagements


"☁ AWS Projects Roadmap Beginner to Architect [--] AWS Basics EC2 S3 IAM VPC CloudWatch AWS CLI [--] Free-Tier Projects S3 + CloudFront website EC2 setup IAM Roles & Policies [--] Serverless Builds Lambda functions API Gateway APIs DynamoDB tables [--] Automation CloudFormation stacks Terraform basics Auto-scaling setups [--] Security + Monitoring GuardDuty alerts CloudTrail logs Cost optimization [--] Architect-Level Projects Multi-tier web apps Event-driven pipelines Disaster recovery setup ⚡ By this stage You dont just use AWS. You build scalable cloud systems like a Solution Architect"  
[X Link](https://x.com/anyuser/status/1989906635641233566)  2025-11-16T04:01Z 21.3K followers, 20.8K engagements


"I knew Python but couldnt build anything useful 😐 Thats when the real Python lesson hit me. Problem: I understood syntax. Loops functions lists - all fine. But every time I tried to start a project my mind went blank. Fix: Stopped learning Python and started using it for problems: Automated file cleanup learned os Parsed CSVs learned pandas Hit real APIs learned requests Broke code daily learned debugging Result: Python stopped feeling abstract. It became a tool not a subject. 🎯 Lesson: You dont get better at Python by knowing more concepts. You get better by solving boring real problems"  
[X Link](https://x.com/yourclouddude/status/2020349194221830412)  2026-02-08T04:09Z 21.3K followers, 41.9K engagements


"You only need [--] AWS services to get hired: EC2 run apps S3 store files IAM manage access RDS databases Lambda run code without servers CloudWatch monitor VPC network setup Forget the 200+. Master these [--] and get ahead of 90%"  
[X Link](https://x.com/yourclouddude/status/2020650685176660247)  2026-02-09T00:07Z 21.3K followers, 22.1K engagements


"3 Use IAM properly (this is huge) Most beginners ignore this. Your project should show: roles instead of users least-privilege access no hard-coded keys Good IAM = real-world AWS thinking"  
[X Link](https://x.com/yourclouddude/status/2022800639042925025)  2026-02-14T22:30Z 21.3K followers, [--] engagements


"5 Add basic monitoring Production systems are observable. At minimum show: logs simple alarms visibility into failures This instantly levels up your project"  
[X Link](https://x.com/yourclouddude/status/2022800641341510113)  2026-02-14T22:30Z 21.3K followers, [---] engagements


"Final takeaway AWS projects dont impress because they use many services. They impress because they show: system thinking security awareness clear architecture Build fewer AWS projects. Build them deeper. Build 15+ Adv. AWS Projects that will get you hired 👇 https://yourclouddude.gumroad.com/l/gmjdsz https://yourclouddude.gumroad.com/l/gmjdsz"  
[X Link](https://x.com/yourclouddude/status/2022800642603929613)  2026-02-14T22:30Z 21.3K followers, [---] engagements


"☁ AWS in Plain English (so you never feel lost again): EC2 your computer in the cloud S3 a giant unlimited folder RDS a managed SQL database Lambda code that runs automatically API Gateway doorway to your APIs CloudWatch logs + monitoring VPC your private network IAM security guard of AWS CloudFront global CDN for speed DynamoDB NoSQL database SNS sends notifications SQS message queue that never sleeps Master these 80% of AWS suddenly becomes simple"  
[X Link](https://x.com/yourclouddude/status/1998150990650847631)  2025-12-08T22:01Z 21.3K followers, 500.5K engagements


"Master SQL in [--] steps Data basics tables rows columns Keys primary vs foreign keys Queries SELECT WHERE Sorting ORDER BY LIMIT Aggregation COUNT SUM GROUP BY Joins INNER LEFT RIGHT Subqueries nested logic Indexes performance basics Data updates INSERT UPDATE DELETE Projects real datasets case studies Thats the path. No shortcuts. No memorizing syntax. https://twitter.com/i/web/status/2019614634223812901 https://twitter.com/i/web/status/2019614634223812901"  
[X Link](https://x.com/yourclouddude/status/2019614634223812901)  2026-02-06T03:30Z 21.3K followers, 22K engagements


"Go PRO in AWS with this one resource 👇 https://yourclouddude.gumroad.com/l/msnbif https://yourclouddude.gumroad.com/l/msnbif"  
[X Link](https://x.com/yourclouddude/status/2022219590869156199)  2026-02-13T08:01Z 21.3K followers, [---] engagements


"AWS monitoring interview scenarios (what theyre really testing) 👀☁ Interviewers dont want dashboards. They want signal under pressure. Here are common scenarios 👇 [--] Users report the app is slow What a strong answer sounds like: Check CloudWatch metrics (latency CPU memory) Compare traffic vs errors Identify the bottleneck (LB compute DB) 🎯 Tests: observability thinking [--] Traffic spiked suddenly - what now Expected approach: Verify metrics (requests throttles) Check Auto Scaling / Lambda concurrency Use alarms to trigger scale-out 🎯 Tests: reaction + automation [--] Something failed - but no"  
[X Link](https://x.com/yourclouddude/status/2022657478714958013)  2026-02-14T13:01Z 21.3K followers, [----] engagements


"Learn Python the way employers want: projects"  
[X Link](https://x.com/yourclouddude/status/1959557130630856903)  2025-08-24T10:03Z 21.3K followers, 108.6K engagements


"You only need [--] Python projects for freelancing: Web scraper Upwork gigs Portfolio website proof of skill API integration bot automation clients Data dashboard business reporting Chatbot UI small businesses Forget random code. Build what people pay for"  
[X Link](https://x.com/yourclouddude/status/1960897576749948967)  2025-08-28T02:49Z 21.3K followers, 49.8K engagements


"You dont need [--] years of experience to stand out in tech. You just need to master the fundamentals that 90% of people skip. Here are [--] fundamentals that will level up your career 👇"  
[X Link](https://x.com/yourclouddude/status/1962652157708030454)  2025-09-01T23:01Z 21.3K followers, 69.3K engagements


"Build real skills with PROJECTS"  
[X Link](https://x.com/yourclouddude/status/1972524107750420931)  2025-09-29T04:49Z 21.3K followers, 138.2K engagements


"A portfolio isnt just a GitHub profile. Its proof you can solve problems. Heres how to design a standout tech portfolio as a beginner 👇"  
[X Link](https://x.com/yourclouddude/status/1974248472531390591)  2025-10-03T23:01Z 21.3K followers, 18.2K engagements


"AWS IAM Explained 👇"  
[X Link](https://x.com/yourclouddude/status/2011385832419348859)  2026-01-14T10:32Z 21.3K followers, 2.5M engagements


"Grab the best AWS Resources here 👇 https://yourclouddude.gumroad.com/ https://yourclouddude.gumroad.com/"  
[X Link](https://x.com/yourclouddude/status/2022393034759905768)  2026-02-13T19:30Z 21.3K followers, [---] engagements


"10 AWS Projects That Make Your Resume Stand Out Static Website S3 + CloudFront Serverless API Lambda + API Gateway Portfolio Backend EC2 + RDS Image Resizer S3 + Lambda Monitoring System CloudWatch + SNS Authentication Setup Cognito + IAM Data Pipeline S3 + Glue + Athena Auto Scaling App EC2 + ASG Secure VPC Network public & private subnets Domain Setup Route [--] + SSL Forget labs and screenshots. Build these [--] show real cloud skills https://twitter.com/i/web/status/1999442139890196513 https://twitter.com/i/web/status/1999442139890196513"  
[X Link](https://x.com/yourclouddude/status/1999442139890196513)  2025-12-12T11:32Z 21.3K followers, 3.5M engagements


"Dont learn AWS. Learn AWS for a job. Most beginners do this ❌ Watch random tutorials Memorize services Chase certs first Avoid real setups Thats not how AWS is used at work. Learn Amazon Web Services like this instead 👇 Understand why cloud exists Start with core services only EC2 S3 IAM VPC RDS Think in systems not tools Build small projects Break things fix them learn Ask why this service Document everything What recruiters care about 👀 Can you deploy end-to-end Do you understand IAM basics Can you explain trade-offs Can you talk through your design Reality check 👇 Certs open doors."  
[X Link](https://x.com/yourclouddude/status/2021978229288919319)  2026-02-12T16:02Z 21.3K followers, 19.1K engagements


"⚖ Step 4: Load balancing across AZs ALB distributes traffic to: ECS Tasks in AZ-1 ECS Tasks in AZ-2 This gives: ✔ High availability ✔ Fault tolerance ✔ Zero single point of failure If one AZ fails app still runs"  
[X Link](https://x.com/yourclouddude/status/2023132996618825968)  2026-02-15T20:31Z 21.3K followers, [--] engagements


"Dont overthink it. Build a Calculator to master logic & loops Build a Weather App using live APIs Build a CRUD Web App with Flask + DB Build a Chatbot UI with Streamlit + GPT Build a File Organizer with os & shutil Build a Resume Parser using NLP Build a Stock Predictor using ML Build a Job Tracker that updates Notion The best way to learn Python Projects. Not tutorials"  
[X Link](https://x.com/yourclouddude/status/1954770995681636428)  2025-08-11T05:04Z 21.3K followers, 619.2K engagements


"Dont overthink it. Build a Calculator to master logic & loops Build a Weather App using live APIs Build a CRUD Web App with Flask + DB Build a Chatbot UI with Streamlit + GPT Build a File Organizer with os & shutil Build a Resume Parser using NLP Build a Stock Predictor using ML Build a Job Tracker that updates Notion The best way to learn Python Projects. Not tutorials"  
[X Link](https://x.com/yourclouddude/status/1973948290484834470)  2025-10-03T03:08Z 21.3K followers, 209.3K engagements


"AWS skills that interviewers actually care about"  
[X Link](https://x.com/yourclouddude/status/1978038935566651731)  2025-10-14T10:03Z 21.3K followers, 83.1K engagements


"Dont overthink it. Build a Calculator to master logic & loops Build a Weather App using live APIs Build a CRUD Web App with Flask + DB Build a Chatbot UI with Streamlit + GPT Build a File Organizer with os & shutil Build a Resume Parser using NLP Build a Stock Predictor using ML Build a Job Tracker that updates Notion The best way to learn Python Projects. Not tutorials"  
[X Link](https://x.com/yourclouddude/status/1978296147136729265)  2025-10-15T03:05Z 21.3K followers, 4M engagements


"Url shortner AWS Architecture explained 👇"  
[X Link](https://x.com/yourclouddude/status/1984411025429684595)  2025-11-01T00:03Z 21.3K followers, 2.6M engagements


"Dont overthink it. Build a Calculator to master logic & loops Build a Weather App using live APIs Build a CRUD Web App with Flask + DB Build a Chatbot UI with Streamlit + GPT Build a File Organizer with os & shutil Build a Resume Parser using NLP Build a Stock Predictor using ML Build a Job Tracker that updates Notion The best way to learn Python Projects. Not tutorials"  
[X Link](https://x.com/yourclouddude/status/1987709119994978705)  2025-11-10T02:29Z 21.3K followers, 193.4K engagements


"Dont overthink it. Build a Calculator to master logic & loops Build a Weather App using live APIs Build a CRUD Web App with Flask + DB Build a Chatbot UI with Streamlit + GPT Build a File Organizer with os & shutil Build a Resume Parser using NLP Build a Stock Predictor using ML Build a Job Tracker that updates Notion The best way to learn Python Projects. Not tutorials"  
[X Link](https://x.com/yourclouddude/status/1993857061424353364)  2025-11-27T01:39Z 21.3K followers, 4.6M engagements


"Nobody explains Computer Networking like this 🌐 Internet = networks talking to networks IP address = your devices identity DNS = internets phonebook TCP vs UDP = reliability vs speed Router = traffic controller Firewall = security gate Latency = distance + delay Networking isnt memorization. Its understanding how data moves. Repost if networking finally makes sense https://twitter.com/i/web/status/2015500488997749026 https://twitter.com/i/web/status/2015500488997749026"  
[X Link](https://x.com/yourclouddude/status/2015500488997749026)  2026-01-25T19:02Z 21.3K followers, 88.6K engagements


"If youre serious about PYTHON This is all you need"  
[X Link](https://x.com/yourclouddude/status/2018624417169809637)  2026-02-03T09:55Z 21.3K followers, 337.9K engagements


"Master Python in [--] steps Basics variables data types Logic conditions loops Functions reuse & structure Data structures lists dicts sets Files read/write real data Errors try/except debugging Modules organize code Libraries requests pandas flask Automation scripts APIs tasks Projects build document share Thats the path. Not shortcuts. Not tutorials forever. Build things Python sticks. https://twitter.com/i/web/status/2020634149011202404 https://twitter.com/i/web/status/2020634149011202404"  
[X Link](https://x.com/yourclouddude/status/2020634149011202404)  2026-02-08T23:01Z 21.3K followers, 22.8K engagements


"POV: You finally have projects youre proud to show"  
[X Link](https://x.com/yourclouddude/status/2020800740017483987)  2026-02-09T10:03Z 21.3K followers, 80.4K engagements


"AWS Projects recruiters will love 👇 POV: You finally have projects youre proud to show. https://t.co/5oXz0mTFzx POV: You finally have projects youre proud to show. https://t.co/5oXz0mTFzx"  
[X Link](https://x.com/yourclouddude/status/2021543462877978657)  2026-02-11T11:14Z 21.3K followers, [----] engagements


"How Computer Networking actually works Client sends a request DNS resolves domain to IP Router finds the best path Switch forwards inside the network Firewall checks allowed traffic TCP/UDP delivers data Server processes request Response sent back in packets Latency distance + delay Reliability retries acknowledgements Networking isnt memorizing terms. Its understanding how data travels end to end. https://twitter.com/i/web/status/2021607820269953470 https://twitter.com/i/web/status/2021607820269953470"  
[X Link](https://x.com/yourclouddude/status/2021607820269953470)  2026-02-11T15:30Z 21.3K followers, 27K engagements


"Master Linux in [--] steps What Linux is kernel distro shell File system directories paths permissions Core commands ls cd cp mv rm File viewing cat less head tail Search & filters grep find pipes Permissions chmod chown users Processes ps top kill systemctl Networking ping curl netstat ssh Package management apt yum dnf Shell scripting automate tasks Thats the path. If you can live in the terminal youre already ahead. https://twitter.com/i/web/status/2021796783173603345 https://twitter.com/i/web/status/2021796783173603345"  
[X Link](https://x.com/yourclouddude/status/2021796783173603345)  2026-02-12T04:01Z 21.3K followers, 35.2K engagements


"AWS Projects That Actually Matter Forget Hello World projects. Build things like: File upload system (EC2 + S3 + IAM) Static website (S3 + CloudFront) Serverless API (Lambda + API Gateway) Monitoring setup (CloudWatch) Real projects = real confidence"  
[X Link](https://x.com/yourclouddude/status/2021887551552782716)  2026-02-12T10:02Z 21.3K followers, [----] engagements


"Build AWS projects that actually make recruiters notice 👇"  
[X Link](https://x.com/yourclouddude/status/2022075880730743039)  2026-02-12T22:30Z 21.3K followers, 17.6K engagements


"AWS Projects everyone should make"  
[X Link](https://x.com/yourclouddude/status/2022250145954288072)  2026-02-13T10:03Z 21.3K followers, [----] engagements


"Master AWS in [--] steps Cloud basics regions AZs pricing model Identity IAM users roles policies Compute EC2 Auto Scaling AMIs Storage S3 EBS EFS (when to use what) Networking VPC subnets route tables Databases RDS vs DynamoDB Serverless Lambda API Gateway Monitoring CloudWatch logs alarms Security least privilege encryption backups Projects + Certs build architectures CLF SAA Thats the path. Learn services connect them design systems. https://twitter.com/i/web/status/2022393033367409084 https://twitter.com/i/web/status/2022393033367409084"  
[X Link](https://x.com/yourclouddude/status/2022393033367409084)  2026-02-13T19:30Z 21.3K followers, [----] engagements


"AWS certification traps youll see in EVERY exam Know these save marks 👇 Highly available Multi-AZ (not Multi-Region) Low operational overhead Managed services (RDS Lambda DynamoDB) Cost-effective No over-engineering Avoid NAT / EC2 if not needed Decoupled architecture SQS / SNS (not direct calls) Secure IAM roles Private subnets No hard-coded keys Low latency globally CloudFront + caching Serverless Lambda + API Gateway Not EC2 Final exam filter If an option feels: manual complex self-managed -its probably wrong. https://twitter.com/i/web/status/2022521544224743828"  
[X Link](https://x.com/yourclouddude/status/2022521544224743828)  2026-02-14T04:01Z 21.3K followers, [----] engagements


"Grab the AWS Certification roadmap NOW 👇 https://yourclouddude.gumroad.com/l/ougxr https://yourclouddude.gumroad.com/l/ougxr"  
[X Link](https://x.com/yourclouddude/status/2022521545512337632)  2026-02-14T04:01Z 21.3K followers, [---] engagements


"AWS Cert Q ☁ Which service monitors metrics like CPU & memory A) CloudTrail B) Config D) Inspector C) CloudWatch A) CloudTrail B) Config D) Inspector C) CloudWatch"  
[X Link](https://x.com/yourclouddude/status/2022574150624133162)  2026-02-14T07:30Z 21.3K followers, [----] engagements


"15 real AWS architectures explained for interviews and real jobs"  
[X Link](https://x.com/yourclouddude/status/2022612477121311175)  2026-02-14T10:02Z 21.3K followers, 42.9K engagements


"Get this AWS Guide for Learning & Building. https://yourclouddude.gumroad.com/ https://yourclouddude.gumroad.com/"  
[X Link](https://x.com/yourclouddude/status/2022612478937440645)  2026-02-14T10:02Z 21.3K followers, [----] engagements


"Dont learn Python. Learn Python for a job. Most beginners do this ❌ Watch tutorials Copy code Memorize syntax Avoid building Thats not how Python gets you hired. Learn Python like this instead 👇 Pick a direction Automation / Backend / Data Master the core functions loops lists dicts Learn Git + GitHub early Build [--] projects that look work-like File organizer (os/shutil) API script (requests) Data report (pandas CSV) Mini web app (Flask/FastAPI) Add README + screenshots Deploy [--] project (Render / Railway) Share progress for [--] days Recruiter mindset 👀 They dont care you know Python. They"  
[X Link](https://x.com/yourclouddude/status/2022702869657346548)  2026-02-14T16:01Z 21.3K followers, 91K engagements


"Steal these for later"  
[X Link](https://x.com/yourclouddude/status/2022755553475178709)  2026-02-14T19:31Z 21.3K followers, [----] engagements


"1 Start with a real use case Avoid Hello World setups. Good AWS project ideas: host a real website build a simple backend API process files automatically design a small SaaS-style flow If it solves a problem its valuable"  
[X Link](https://x.com/yourclouddude/status/2022800636580929894)  2026-02-14T22:30Z 21.3K followers, [---] engagements


"4 Think about failure & scaling Even simple projects should answer: what if traffic increases what if one service fails You dont need perfection - just awareness"  
[X Link](https://x.com/yourclouddude/status/2022800640229957880)  2026-02-14T22:30Z 21.3K followers, [--] engagements


"🧭 AZURE CERTIFICATION ROADMAP (Beginner Advanced) Follow this order to avoid confusion 👇 [--] Cloud foundations Understand cloud basics pricing security regions. [--] Beginner cert AZ-900 Azure fundamentals & concepts. [--] Associate level AZ-104 (Admin) or AZ-204 (Developer). This is where real Azure skills start. [--] Hands-on with certs Deploy VMs Storage VNets RBAC. Certs + projects = confidence. [--] Pick a role Admin Developer DevOps Data. Focus on ONE path. [--] Expert level (later) AZ-305 / AZ-400 after real experience. [--] Certs support skills They validate work dont replace it. Azure certs alone wont"  
[X Link](https://x.com/yourclouddude/status/2022883934011363816)  2026-02-15T04:01Z 21.3K followers, [----] engagements


"Get AZURE Certified with ease with this 👇 https://yourclouddude.gumroad.com/l/ymxii https://yourclouddude.gumroad.com/l/ymxii"  
[X Link](https://x.com/yourclouddude/status/2022883935722561684)  2026-02-15T04:01Z 21.3K followers, [---] engagements


"AWS in plain English: EC2 computer S3 storage RDS database IAM security guard Lambda automation Thats 80% of what youll use daily"  
[X Link](https://x.com/yourclouddude/status/2022936526439473443)  2026-02-15T07:30Z 21.3K followers, [----] engagements


"Get AWS Resources here; https://yourclouddude.gumroad.com/ https://yourclouddude.gumroad.com/"  
[X Link](https://x.com/yourclouddude/status/2022936527722987885)  2026-02-15T07:30Z 21.3K followers, [---] engagements


"POV: I understood AWS after making these Architectures ✨"  
[X Link](https://x.com/yourclouddude/status/2022975313030893592)  2026-02-15T10:04Z 21.3K followers, 11.9K engagements


"🧵 This is how a production-ready container app runs on AWS. Not Hello World. Not demo-level. Real-world scalable secure setup 👇"  
[X Link](https://x.com/yourclouddude/status/2023132989949894863)  2026-02-15T20:31Z 21.3K followers, [---] engagements


"🗄 Step 5: Database layer (RDS) RDS runs in isolated subnets Not publicly accessible Only ECS tasks can talk to it This is a clean 3-tier separation: Frontend App Database"  
[X Link](https://x.com/yourclouddude/status/2023132997872955564)  2026-02-15T20:31Z 21.3K followers, [--] engagements

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