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Forced to learn Machine Learning.

[• @vrunxi]

@Halosznn_ ML Engineer / Analyst

[• @vrunxi]

@dmlxxr Una Dey pami 😂😭

[• @vrunxi]

3.60/5.00 CGPA
EKSU

[ÌYÀNDÁ🏞 @iyandawaheed1]

4.54/5.00 CGPA

Unilorin

...

[• @vrunxi]

@oyayiguagram 😂

[• @vrunxi]

@mike_exee a moving man 😂😭

[• @vrunxi]

@feranmi_dgaf 😂😂 valid crashout

[• @vrunxi]

This is what I learned today 💡🔪

[• @vrunxi]

Numerical features come in different forms and sizes, and by default, these figures can be normal when used in a realistic way, i.e., the differences in earnings, age, height, etc. These are normal instances, but systems do not understand what “real-world” means. To humans, there

[• @vrunxi]

used in ML to make numerical features comparable to one another. Standardization transforms the data so that the feature has a mean of 0 and a standard deviation of 1, while normalization rescales the values in a feature to a specified range, commonly between 0 and 1.

[• @vrunxi]

column tend to be much higher than those in the other tcolumns, the difference in scale can cause salary to have a stronger influence on the model. This can lead to biased or inaccurate predictions.

Today, I learned about standardization and normalization. Both are techniques

[• @vrunxi]

and possibly make predictions from it just as humans do. Now, there is a drawback: some ML algorithms can give disproportionate importance to features with larger numerical scales. The columns (age, height, salary) point to the same individual, but since the values in the salary

[• @vrunxi]

is sense in it; of course, you earn more if you have more experience and certifications. Grouping all of these into different fields/columns is still normal since it can easily be interpreted by a human.

Our focus is to teach/train systems how to interpret this same information

[• @vrunxi]

@vheeorji22 Did someone just said she’ll investigate? That’s a clear outlier, compare it to real world instances, it’s definitely UNUSUAL, best solution is to drop it… for ml, you’ll regret not dropping it 😂

[Chad Infi𓄿 @chad_infi]

It all started with a male ego

[• @vrunxi]

@kelvinholdon 😭😭😭

[• @vrunxi]

@gaagana_ @alx_africa Congratulations

[• @vrunxi]

@coder_blvck @gaagana_

[• @vrunxi]

@gaagana_ I’d say around 3:50

[• @vrunxi]

@KharayKrayKray commit your changes broo 😭

[• @vrunxi]

@SafwanAlghazal 👀