sid.ipynb | Data & Python

@Himanshi1286 Overfitting! 😅 I kept wondering "why is my 99% accuracy model trash on new data?" Then I visualized train vs val loss curves and it hit me the model was just memorizing, not learning. Adding dropout changed everything. Theory tells you what it is. Data shows you why it matters

What’s one AIML concept that felt confusing at first but finally clicked after practical implementation?👀 #AIML #AI #ML #Python #DSA #Coding #MachineLearning

@Gavel_on_X For AI/ML? Absolutely. For everything else? Depends. Web → JavaScript Systems → Rust/C++ Mobile → Swift/Kotlin Python wins the hype war because it owns the most important battlefield right now is AI. That's not forever though.

So Python is basically the winning programming language?

@its_ege_hakan @PratikSinhatwt Unique idea TBH

@PratikSinhatwt kodwai.com leetcode but for claude code

2 am club? Anyone What are you building guys ??

@PratikSinhatwt 2am club reporting 🫡 Building my AI seller agency while the world sleeps. This is the only time nobody's asking for anything and the brain actually works.

@fidexcode None of the above. Start with AI from Day 1. AI won't replace learning fundamentals it'll actually teach them faster. Use it to understand WHY your HTML breaks, not just to fix it. The devs winning right now didn't wait. They learned alongside AI, not before it.

What stage should one start coding with Ai? >>After learning HTML >>After HTML and CSS >>After HTML, CSS, and JS >> While building projects

@Temitop604 3 hours that felt like 3 years. Turns out 40% of the dataset was duplicates and nobody told me. Data cleaning isn’t unglamorous work it’s the most important work. It just doesn’t get the credit. 😐

Dear Data Analysts What is the longest hours you cleaned dirty data?

@PedroGuiti The best SaaS ideas solve boring problems nobody wants to talk about: → Repetitive manual reporting → Lead follow-up that always slips → CRM data nobody keeps clean → Onboarding that confuses every new hire The unglamorous problems have the most loyal customers. 🎯

If you are a solo SaaS founder, what do you think are the best pain points to solve with an app?

@LoopandPixels Accurate. Also add: › Post “I quit my job with no plan and 6 months later…” Bonus points if the thread ends with a Gumroad link 😂

how to pretend cool on twitter: > pretend you have a remote job > say “escaped the 9-5” every week > pretend earning in dollars > spread unnecessary hate for attention > act busy when you did nothing all day > reply “skill issue” to everyone > fake productivity with aesthetic setup > talk like every startup founder personally knows you

@CholagharGokul Big fan of what Libra AI is doing 🤖 Currently building an AI Sales Agency backend ✅ Outpitch & outreach phase starting now. Always great to connect with founders in the agentic space. Following! 🚀

Setup maxxing

@shiri_shh Building an AI Sales Agency 🤖 We automate: → Cold outreach → Lead generation → Sales qualification → CRM enrichment For B2B startups, SaaS & agencies. One workflow. Zero manual effort. DM me 👇🔥

What are you working on? Share your Project below 👇

@suyash_codez Currently deep in data analytics SQL queries, Power BI dashboards, and figuring out how AI is reshaping the analyst workflow. Also exploring how AI agents can automate the boring parts of data work. Let’s connect! 🚀

Good morning 👋 What are you currently working on? Could be: - coding - AI/ML - Data Science - projects - startups - content creation Let’s connect 🚀

An AI sales agency can: → Qualify 500 leads overnight → Personalise every follow-up → Book calls without human input → Never miss a follow-up What used to need a team of 10 now needs a workflow and a prompt. The agency model just changed forever. #founder #agency #ai #ml

@pcshipp VS Code isn't going anywhere. Claude Code and Codex are incredible for generating and automating but VS Code is still where you actually live. Extensions, debugging, Git integration. It's the cockpit. AI tools are just the autopilot. ✈️

Is anyone still using VS Code instead of switching fully to Claude Code or Codex? Or am I the only one 😅

@veraherself Absolutely this. Red, amber, green suddenly your stakeholder doesn't need to read a single number, they just feel the data. Conditional formatting isn't just aesthetic, it's communication. ✨

Conditional formatting has saved my dashboard more times than I can count.✨🥂

@AnuragPandit31 Yup followed you👍

@sid_ipynb Let's connect

Building a network of developers, builders, and learners. Into coding, open source, startups, AI, or software engineering? Let’s #connect #BuildInPublic

@LoopandPixels The file gets ignored by git meaning it won't be tracked or pushed to the repo. Technically valid, practically chaotic. Your teammates clone the project and have no idea what to ignore. Absolute villain move. 😈

Interviewer : What happens if you add. gitignore into the . gitignore file?

@dark_coderz A) Getting a job and it's not even close right now. Companies want 3 years of experience for entry level, AI has compressed hiring, and every application feels like shouting into a void. The bar went up while the doors got smaller. 😐

Hardest thing in tech right now? A) Getting job B) Staying consistent C) Avoiding burnout D) Learning everything

@jp54362 cd .. Every single time I confidently go one folder too deep. 😂

What command do you use most on the terminal?

@tiwarisuhani_11 PostgreSQL, no contest. Reliable, powerful, and handles complex queries like a champ. Once you've used window functions and CTEs in Postgres, going back feels like a downgrade. 👏

Which database do you prefer the most as a developer? PostgreSQL MySQL MongoDB Other