Data Binning | Data Preprocessing | Machine Learning | Data Magic

Hello Friends,
In this video, I will talk about How we can create more meaningful information from the existing feature values. We can group or bin the contentious values and create meaningful groups which can provide us more impact full results.
Data Binning | Data Preprocessing | Machine Learning | Data Magic
#databinning #grouping #datamagic
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[@terryterry3733]

Fantastic explanations. Thank you so much! .. Your passion to teach and learn is very much reflective in your videos..

[@DataMagicAI]

Thank you..

[@utkarshkumarsrivastava5948]

Found a gem today! Subscribed!!

[@DataMagicAI]

Awesome! Thank you!

[@yogendarsingh9992]

i hava an doubt when i implement this code in new column only none message is display

[@vineetaarora340]

thanku sir .., i hava an doubt when i implement this code in new column only none message is display

[@DataMagicAI]

Could you please provide some more details ?
I am not sure what data you are using and how you are applying the binning on it so it would be very difficult for me to understand your scenario. can you provide the code snippet you are using so I can help better.

[@sa12935]

awesome

[@DataMagicAI]

Thanks!

[@AliHamza-fx2uk]

I am using this argument but getting this error: ValueError: setting an array element with a sequence. Please help me to solve this.

[@DataMagicAI]

Plz Google it. To debug the code I will need exact code you are running and full error log.
Just google error n check you must be doing some minor mistake.

[@callmegoods]

Ok

[@shaikhkashif9973]

Whether we have to convert every continuous data to discrete or any particular

[@DataMagicAI]

Not necessarily al times But we used to convert most of the time.
The bin size is usually depends on some domain knowledge.
For example if there is age then it could be grouped as infant, teenager, adult, senior citizen something like this.
Sometime we also create bins when we have very big numbers in millions. For examples number of transaction everyday on bank server. Then We can group down like below 1 mililion , 1-5 million or 5+million .

[@G_A1185]

I have a column of obj datatype. How can I apply binning to that specific column??

[@DataMagicAI]

Plase provide me more details so I can help you out:
1. What data inside your type object column contains.
2. Why you feel that binning is required for this column ? Do you find any grouping pattern in data ?

[@G_A1185]

@@DataMagicAI I have time in that column. However it is in the format of hh:mm:ss. It is of obj datatype. How shud I tackle this problem in order to perform operations on the column

[@tsehayenegash8394]

Nice explanation, I f you can please upload a video in matlab?

[@DataMagicAI]

Thanks! Sooty but Am not Matlab expert.

[@ranjeetsingh-yh2tx]

sir make a video on deployment

[@DataMagicAI]

Deployment playlist is already there on our Data Magic channel

[@user-eb6mn3dw1v]

6:40 - tudy to tudify

[@bhejaexpress8956]

Sir after complete the process please upload the source code link in description it will easy to work and change for us.

[@DataMagicAI]

Sure, I will.

[@himeshsarkar3259]

@@DataMagicAI Sir please do. :) Thank you.