SJ

Living being | AI • ML • Backend

[SJ @corruptxSJ]

Day 42 (22) of ML

> Feature Engineering

> Started with Feature Scaling.
> Worked on Standardization also called Z-score Normalisation.

> Things to learn:-
• Missing Values Imputation
• Handling Categorical data
• Outlier Detection
• Feature Scaling
• Feature Construction
• Feature Selection
• Feature Extraction
#buildinpublic

[SJ @corruptxSJ]

Day 41 (21) of ML

> Understanding Data

> Worked with EDA on Bivariate data and Multivariate data.
> Worked on Pandas Profiling.

> Pandas Profiling Reports :- Pandas Profiling Report (now commonly called YData Profiling) is an automated Exploratory Data Analysis (EDA) tool that generates a detailed report of a dataset with a single command.
#buildinpublic

[SJ @corruptxSJ]

@anuragdotdev Samudragupta is an unique thing to study.

[SJ @corruptxSJ]

Day 42 (22) of ML

> Feature Engineering

> Started with Feature Scaling.
> Worked on Standardization also called Z-score Normalisation.

> Things to learn:-
• Missing Values Imputation
• Handling Categorical data
• Outlier Detection
• Feature Scaling
• Feature Construction
• Feature Selection
• Feature Extraction
#buildinpublic

[SJ @corruptxSJ]

@yellow_void22 Have fun!!

[SJ @corruptxSJ]

@sadkatwt Thanks bhai🤝

[SJ @corruptxSJ]

Day 41 (21) of ML

> Understanding Data

> Worked with EDA on Bivariate data and Multivariate data.
> Worked on Pandas Profiling.

> Pandas Profiling Reports :- Pandas Profiling Report (now commonly called YData Profiling) is an automated Exploratory Data Analysis (EDA) tool that generates a detailed report of a dataset with a single command.
#buildinpublic

[SJ @corruptxSJ]

Day 40 (20) of ML

> Understanding Data

> Worked on Exploratory Data Analysis (EDA) on Univariate Data.
• Univariate Data - When you work on a Single Particular column as variable individually.
• Worked with both Categorical and Numerical data.
#buildinpublic

[sadkat @sadkatwt]

Some books to go all in 2026 and come out as an valuable asset

[SJ @corruptxSJ]

@yellow_void22 🤝💪

[SJ @corruptxSJ]

Day 40 (20) of ML

> Understanding Data

> Worked on Exploratory Data Analysis (EDA) on Univariate Data.
• Univariate Data - When you work on a Single Particular column as variable individually.
• Worked with both Categorical and Numerical data.
#buildinpublic

[SJ @corruptxSJ]

Day 39 (19) of ML
Couldn't work much for being busy in college works.

This shitty ass college provides mails which takes 40-50mins to fill forms and understand the mails.

But how managed to revise the previous ML stuffs.
#buildinpublic

[SJ @corruptxSJ]

@Wannabe_01_ You too mate

[SJ @corruptxSJ]

@Rakesh_Gowda1 Bro how do you get that spiderman background??

[SJ @corruptxSJ]

@vinitpatil193 Naah I mean genuinely how did you get it? I mean via Self-applying or on Campus or something like that?

[SJ @corruptxSJ]

Day 39 (19) of ML
Couldn't work much for being busy in college works.

This shitty ass college provides mails which takes 40-50mins to fill forms and understand the mails.

But how managed to revise the previous ML stuffs.
#buildinpublic

[SJ @corruptxSJ]

Day 38 (18) of ML

• Done with the BIG 3

Today's revision:
• Histograms
• Pie charts (single & multiple)
• Working with multiple graphs in the same figure
• Pie charts using MultiIndex DataFrames

Some days you don't crack anything new.
You just get a little smoother with the tools you already have — fewer "wait what does this even mean" moments, faster instincts.
That's a good day too, honestly.

Anyone else count that as a W or is it just me?

[SJ @corruptxSJ]

@Rakesh_Gowda1 🫡🤝🔥

[SJ @corruptxSJ]

College gonna re-open in 2 days and today travelled for 6 hrs straight.

Got Severe headache and Fever.

Couldn't focus or study today.

Peace out✌️

[SJ @corruptxSJ]

Day 38 (18) of ML

• Done with the BIG 3

Today's revision:
• Histograms
• Pie charts (single & multiple)
• Working with multiple graphs in the same figure
• Pie charts using MultiIndex DataFrames

Some days you don't crack anything new.
You just get a little smoother with the tools you already have — fewer "wait what does this even mean" moments, faster instincts.
That's a good day too, honestly.

Anyone else count that as a W or is it just me?

[SJ @corruptxSJ]

@arpan7sarkar Yes Sir 🫡

[SJ @corruptxSJ]

@Tejas55451 For 49 to Go 🫡🔥

[SJ @corruptxSJ]

@yellow_void22 Thanks Bhai
You too🫡🤝

[SJ @corruptxSJ]

@Tushar26T Chilling against my will🥀

[SJ @corruptxSJ]

@vividwhisp You too Goat