Shubhang Sinha Profile
Shubhang Sinha

@OptimalHustler

Followers
30
Following
352
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53
Statuses
285

Building DreamOps | Think. Build. Rule | @pointblank_club

Joined February 2025
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@OptimalHustler
Shubhang Sinha
22 hours
Please reach out to any @pointblank_club members for any kind of help with IICT. We are in the Organization team.
@SkySingh04
Akash Singh
1 day
@dims @nvidia We at @pointblank_club are helping organising this! Do reach out directly if you need any help!.
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@OptimalHustler
Shubhang Sinha
22 hours
It's exam season in my college folks!. First two papers on Friday. Not going to follow my past 2 year's schedule. Music, Fun ke saath hoga exam prep now. By God's grace, I have a good enough CGPA to chill a bit and prepare and also have fun and work on my internship stuff as well.
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@grok
Grok
8 days
Join millions who have switched to Grok.
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@OptimalHustler
Shubhang Sinha
1 day
Certainly progression is there. Used Decision Tree Classifier in this iteration. In my previous iterations, I was using LR to just test it out. Now some more experimentation left.
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@OptimalHustler
Shubhang Sinha
2 days
Keep cooking Folks ♥️.
@ciatelarlanta
CIATEL ARLANTA
2 days
Happy to announce I have an internship now in Pragya Cyber . It is related to AI Pentesting . Basically AI + Cybersecurity . Excited to work in this field and improve myself and learn more.
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@OptimalHustler
Shubhang Sinha
3 days
I'm tired of GPT 5's stupidity. Bruv doesn't remember what we talked about just 3 mins ago in the same chat.
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@OptimalHustler
Shubhang Sinha
3 days
Having a class on Sunday as well. Life's not good academically.
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@OptimalHustler
Shubhang Sinha
4 days
That's it from this thread. Appreciate your efforts to read till here. Soy Muchas Gracias!.
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@OptimalHustler
Shubhang Sinha
4 days
One more important thing to consider is how do we even know our Data is skewed or not. So, we can use Seaborn's displot, Q - Q Plot and a few other methods. As far as I know, Q - Q is quite widely used in this task.
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@OptimalHustler
Shubhang Sinha
4 days
There are other Advanced ones as well which include Box - Cox Method and Yeo - Johnson Method. Will write about them in future as well.
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@OptimalHustler
Shubhang Sinha
4 days
Other transforms also include methods like Reciprocal Transforms, Sqrt Transforms and Square Transforms. Reciprocal inverts the data points, sqrt takes the square root and Square does x*x for each data point with Square transform being beneficial when working with left skewed dat.
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@OptimalHustler
Shubhang Sinha
4 days
A few methods that I know of Log Transforms which are beneficial when working with Right Skewed data. Log transform basically means to data take each data point and apply log transform to it to convert the right skewness into a normal distribution with equidistant points.
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@OptimalHustler
Shubhang Sinha
4 days
So what Statisticians, Data Scientists or MLEs try to do is convert any other form of distribution into Normal Distribtuion. There are many good reasons to consider doing this with the primary one being the understanding and calculations with data becomes ridiculously intuitive.
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@OptimalHustler
Shubhang Sinha
4 days
Preprocessing is a very crucial tasks in Data Science. Transformations are a key role player in that. We have so much of data in this world and not every data follows the same distribution. Some might follow Normal Distribution, some may follow Poisson, etc etc.
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@OptimalHustler
Shubhang Sinha
4 days
RT @pointblank_club: Proud to share that Vivek Agarwal was invited by the Hon’ble President of India at Rashtrapati Bhavan on Independence….
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@OptimalHustler
Shubhang Sinha
4 days
Finally performed a bit better in my club's internal Cp contest🥰.
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@OptimalHustler
Shubhang Sinha
5 days
Starting RL today. Let's see if it makes me shift my goals in some way. Very curious about RL since all the cool stuff relies on this thing. Specifically, Offline RL cuz that relates to my internship work as well.
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@OptimalHustler
Shubhang Sinha
6 days
No clue kyu phat raha ye pipeline 🫠
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@OptimalHustler
Shubhang Sinha
8 days
Career Update. Joined ICICI Prudential Mutual Funds as an Intern alongside my Hackathon teammates. Will be working on the ML part and Backend (💀) as well. All thanks to @SkySingh04 ❤️.
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@OptimalHustler
Shubhang Sinha
10 days
Finally. One of my favorites shows up after a year.
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@OptimalHustler
Shubhang Sinha
11 days
This hit home😂.
@shivuuuuu264
Shivanshu Ranjan
11 days
Solves a leetcode hard without any hints,.starts feeling happy.Checks discussion tab.That one mf with “This should be medium”.
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