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Will surely help you out..but really busy so suggest you to google your errors or use chatgpt, hope you find something helpful there.

@@pavithrac9507 yes sure, you can do. But if possible, implement something new so that you could learn more.

@@64bitcoding5 kk sir tq

Sir after handling imbalanced datasets we need to do model training sir but it's giving error sir.How to connect sir

​@@64bitcoding5kk sir tq

Can you please send me here the error text?

Thanks

Glad you liked it!

Yes you can decode that using inverse_transform() method of label encoding libraries you used by passing list of encoded column's values as argument to it

Yes surely you can

For this one, we know this dataset has label too, so actually it was supervised learning project, but in this video, it was done as unsuperised learning technique. What i knew was in unsupervised learning, we will be able to differntiate data into different clusters. In order to get insight about the nature of the clusters, there are several approaches and techniques you can use such as: Cluster profiles, Centroid inspection, Silhoutte Analysis, etc.

Since datasets for fraud detection will be highly imbalanced, so we can use f1 score micro avg f1 score or precision as well as recall that depends on what is our requirements and situations. But i prefer f1 score or micro avg f1 score

Can you put more context on your question so that what should i answer to make you understand better

No not for now. Will think of this later.

Actually this video is of when I was begineer to ML. Firstly, i did ML course, then started doing online intern on linkedin where I need to complete some projects of different levels. Thereafter, I took every project seriously and research and study about various ways to accomplish that project. Later on I dig deeper into mathematics and background of nearly major ML algorithms after i got all resources in organized way. So basically main thing is you need to be punctual, hard working, dedicated and do everythings in an organized way while learning and do projects seriously and regularly.

@@64bitcoding5which ml course did you do before your internships?

@@rajeeell Complete Machine Learning & Data Science Bootcamp 2022 THis was the course of ML i did firstly from Udemy

might be you messed up with running cells before and after, try running cells from beginning.

Thank you sister💗

Can i know what is the error?

I think you are talking about using SMOTE for whole datasets instead of just to Training dataset. Then Thank you for correction.

Thank you, Sure i will❤️👍

Thank you Mama

Sure!!!Thanks yaar❤️

Thank u di❣

Thanks brother

Thank u so much!!!

I dont think so... As loss function is exponentially decreasing too. Also using univariate analysis only, actual price is difficult to predict precisely as other features must be considered for analysis. Use this project as a way to learn procedures and how to tackle these problems. If there anything proving its overfitting contact me on linkedin

Thank u so much

github.com/Abhishek004-thapa/Sales-Analysis Sorry for Late Response.

Thanks brother !!!

Thank u bunu❤️❤️

Thank u Mahesh bro❤️

Thank you sister for your support

My Pleasure ! You can check out code in my github repo : github.com/Abhishek004-thapa/LGMVIP-DataScience Also repo link will be provided in description too. Happy someone visited.

Thank you dear🙂

I appreciate you and your words.

Couldn't have done it without you.

Thanks sister