avinash singh (@_avinashk) 's Twitter Profile
avinash singh

@_avinashk

Trying to connect the dots between curiosity and understanding.

ID: 1886291129114537984

calendar_today03-02-2025 05:50:40

92 Tweet

20 Followers

73 Following

avinash singh (@_avinashk) 's Twitter Profile Photo

China showed the world how self belief can turn into power. India has even more people, even more potential. what's stopping us from doing the same?

avinash singh (@_avinashk) 's Twitter Profile Photo

getting back to my ml journey after a long break. mind was too distracted last few weeks, could not focus on anything properly. things feel lighter now so slowly picking it up again. also thinking to start dsa . if anyone got a good roadmap or tips, would mean a lot.

avinash singh (@_avinashk) 's Twitter Profile Photo

-Revised algorithm concepts in ml -Started reading hands-On ml with scikit-learn -Started DSA from scratch -Learned about time complexity and understood the proof of big O will go slow with dsa, not rushing anything. remind: don’t let peer pressure hit and rush things

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-revised binary classification in ML -did some logic building questions -explored Kaggle and did EDA + analysis on NBA data

avinash singh (@_avinashk) 's Twitter Profile Photo

-Revise probability and solve some questions -Study space complexity and recursion in dsa -Learn multiclass classification in ml and evaluation metrics

avinash singh (@_avinashk) 's Twitter Profile Photo

-Finished Chapter 1 of Hands-On Machine Learning over the last two days -Did some recursion practice questions -Learned about hashing -Solved 2 LeetCode problems -Spent some time on Kaggle

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got through part of Chapter 2 of hands On machine learning over the last two days -covered: big picture, framing the problem, performance measures, checking assumptions, getting the data, quick look at data and creating a test set -Solved 4 problems on leetcode

got through part of Chapter 2 of hands On machine learning over the last two days 
-covered: big picture, framing the problem, performance measures, checking assumptions, getting the data, quick look at data and creating a test set
-Solved 4 problems on leetcode
avinash singh (@_avinashk) 's Twitter Profile Photo

The more I read and think about philosophy the less I believe in the idea of a religious god. for me god is just the universe itself the one that created everything. Prayers and rituals just don't feel real to me.

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kaggle is so time consuming man. I open it start working on data and 3-4 hours just fly by without me even realizing. But it's so much fun , I am really enjoying it.

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my last 3 day update: - finished chapter 2 of Hands On machine learning - completed worldquant applied data science lab – housing in mexico lab - explored kaggle - solved 6 leetcode problems

my last 3 day update:
- finished chapter 2 of Hands On machine learning
- completed worldquant applied data science lab – housing in mexico lab
- explored kaggle
- solved 6 leetcode problems
avinash singh (@_avinashk) 's Twitter Profile Photo

Update (15th Aug – 19th Aug): busy with college work these days but still trying to stay consistent -started learning flask & sql -practiced 10 leetcode problems in the last 4 days -explored and did some practice on kaggle

Spartan Psyche (@spartanpsyche) 's Twitter Profile Photo

Don’t chase intensity early, chase repetition. Neural circuits strengthen through frequency, not force. Show up daily, even at 20% capacity, and the loop solidifies. Momentum is the compound interest of consistency; small deposits over prolonged procrastination.