Vardhan

21 • AIML• Building

[Vardhan @btwitsvardhan]

Kicking off an 𝗔𝗰𝘁𝗶𝘃𝗮𝘁𝗶𝗼𝗻 𝗙𝘂𝗻𝗰𝘁𝗶𝗼𝗻𝘀 𝗶𝗻 𝗗𝗲𝗲𝗽 𝗟𝗲𝗮𝗿𝗻𝗶𝗻𝗴 𝘀𝗲𝗿𝗶𝗲𝘀 ⚡

🔹 𝗖𝗼𝗿𝗲 𝗙𝗼𝘂𝗻𝗱𝗮𝘁𝗶𝗼𝗻𝘀
Day 1: What, Why & When of Activation Functions
Day 2: ReLU — The Backbone of Deep Learning
Day 3: Sigmoid — Probabilities & Vanishing Gradients
Day 4: Tanh — Zero-Centered Nonlinearity
Day 5: Softmax — Multi-Class Classification Output
Day 6: Leaky ReLU — Fixing Dead Neurons
Day 7: ELU & SELU — Stability & Self-Normalization

🔹𝗠𝗼𝗱𝗲𝗿𝗻 𝗯𝘂𝘁 𝗦𝘁𝗮𝗻𝗱𝗮𝗿𝗱
Day 8: Swish — Smooth Alternative to ReLU
Day 9: GELU — Transformer & LLM Standard
Day 10: Mish — Accuracy-Focused Smooth Activation
Day 11: Choosing Activations for CNNs, RNNs & Transformers
Day 12: Failure Modes — Vanishing, Exploding & Dead Neurons
Day 13: Optimization View — How Activations Shape Training
Day 14: Final Practical Guide — How to Choose the Right Activation
From basic non-linearity to production-grade deep learning.
No unnecessary theory.
Only what you actually need to understand and build neural networks correctly.

[Vardhan @btwitsvardhan]

Amazing work vishal bro 👏

[𝓥𝓲𝓼hal @vishcodes]

Been working on IntervieX lately.
An AI mock interview platform that helps you practice smarter, not harder
Try it out and let me know 😁
https://t.co/hLyOjTUdPQ

[Vardhan @btwitsvardhan]

Thanks for being there from day 1 to the very end🥺

[𝓥𝓲𝓼hal @vishcodes]

Done with college
Last day it was,
It was fun until last moment where all became emotional suddenly 🥹
Thank you @btwitsvardhan , @adavimanishi ,@Tapasvi_5fires
For making college life livable

[Vardhan @btwitsvardhan]

Happy birthday vishal bhaiiii🥳

[Dhruv @dhruvtwt_]

Introducing तत्त्व (𝗧𝗮𝘁𝘃𝗮)

A digital museum dedicated to preserving and connecting ancient Indian texts and traditions, rooted in सनातन धर्म

A step toward the तत्त्व that dwells within

[Vardhan @btwitsvardhan]

@lochan_twt Lfgg🚀

[Vardhan @btwitsvardhan]

Merry Christmas chat 🎅🎄

[Vardhan @btwitsvardhan]

Am I studying CS or law atp? Wtf is going on?😭😭

[Vardhan @btwitsvardhan]

@neuroquark @DragonDidMeWrng @Rushu_Tushu @Rakesh_Gowda1 @GovindR07896606 @Anishdotcom @krrishvardhan @techcraque @sankitdev @not_so_harshhh @surajjjjj_ @wolf_and_blue @nikhil_py @lava_404 @dazz_dev69 @kartikey1414 @AngshumanSpace You’re the best broo🥺

[Vardhan @btwitsvardhan]

@vishcodes @thiru_add They just scroll the slides

[Vardhan @btwitsvardhan]

@vishcodes @arcticnilesh Ik you can’t 😂😂

[Vardhan @btwitsvardhan]

@lochan_twt @WhatsApp Fr😬

[Vardhan @btwitsvardhan]

@vishcodes Not anymore

[𝓥𝓲𝓼hal @vishcodes]

Gpt in today's exam 🙄

[Vardhan @btwitsvardhan]

@vishcodes Mfs wanna build another block with our money

[Vardhan @btwitsvardhan]

@blockxs @FilmUpdates Jennifer is fire🥵

[Vardhan @btwitsvardhan]

@dhruvtwt_ Yess right, even im thinkin bout it yk something unique

[Vardhan @btwitsvardhan]

@Arpitsharma_0 @PopTingz Neha kakkar🙃

[Vardhan @btwitsvardhan]

@dhruvtwt_ Now there is one🫡

[Dhruv @dhruvtwt_]

I'm pleased to share that after putting in a lot of efforts and hard work, I have curated the first high quality and clean audio dataset of Shrimad Bhagavad Gita.

I hope this dataset proves to be helpful to all🌸

ॐ नमो भगवते वासुदेवाय 🙏🙏

Sharing the link in the comments 🧵

[Vardhan @btwitsvardhan]

@rasmalai This year💀