TUTORIAL | Detect Credit Card Fraud with Machine Learning in R | Logistic Regression | Decision Tree

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DataMount

DataMount

Күн бұрын

The aim of this R project is to build a classifier that can detect credit card fraudulent transactions. We will use a variety of machine learning algorithms that will be able to discern fraudulent from non-fraudulent one. By the end of this machine learning project, you will learn how to implement machine learning algorithms to perform classification.
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Пікірлер: 131
@katerina_lina
@katerina_lina Жыл бұрын
Thank you so much!❤ How to compare which model is more eficient?
@DataMount1
@DataMount1 Жыл бұрын
You can check the error matrics or accuracy for comparison
@garypu7474
@garypu7474 2 жыл бұрын
How to analyze or explain decision tree and ANN model?
@DataMount1
@DataMount1 2 жыл бұрын
hierarchical chart
@siddhi1359
@siddhi1359 3 жыл бұрын
also which platform is this? R studio or R studio cloud ?
@AbhishekYadav-wu5gx
@AbhishekYadav-wu5gx 2 жыл бұрын
Hi, may I please get the code and dataset?
@DataMount1
@DataMount1 2 жыл бұрын
dataset is available in kaggle . www.kaggle.com/datasets/mlg-ulb/creditcardfraud.
@advikdatt1777
@advikdatt1777 Жыл бұрын
Can u share me the code which platform did u do this
@hiwotberhanu-ሕይወት
@hiwotberhanu-ሕይወት Жыл бұрын
Can i get the dataset please?
@DataMount1
@DataMount1 Жыл бұрын
Sure e-mail address
@lalamama10
@lalamama10 Жыл бұрын
sir can you please post the R code, thank you so much
@chinois2100
@chinois2100 4 жыл бұрын
Hi i have a question , why do you normalize the amount column ? is it better to do it or not ?
@willianjohn6460
@willianjohn6460 4 жыл бұрын
@Darkteckh1 on telegram is a real vendor I can’t believe my eyes that man too real Go on his telegram He sell credit card with high balance💯
@DataMount1
@DataMount1 4 жыл бұрын
It will reduce computation as it clips the boundary limits
@vineetsansi
@vineetsansi 3 жыл бұрын
Have you tried tidymodels approach ?? I am new to R & find tidymodels/ recipe approach really useful but it gets confusing at time in extracting results & transformed data or debugging.
@DataMount1
@DataMount1 3 жыл бұрын
Sorry have not tried yet. Listning it first from you.
@vineetsansi
@vineetsansi 3 жыл бұрын
@@DataMount1 tidymodel looks pretty helpful. An advance version of caret but it still seems under development & gets confusing at times specially for a new R user & self learner like me. Do check out tidymodels & modeltime. Modeltime includes ML algorithm in forecasting !!
@papealedia9163
@papealedia9163 4 жыл бұрын
love this project but after that how to implement the project in the bank or make it useful
@DataMount1
@DataMount1 4 жыл бұрын
In bank you have to predict fraud under fraction of second and they deploy hybrid systems for that we will do production machine learning in few weeks later stay tuned and connected
@ishekamaturay4015
@ishekamaturay4015 4 жыл бұрын
Wow! this is great. can you please provide data and its source so I can work on it? Thanks
@DataMount1
@DataMount1 4 жыл бұрын
Mail
@pratidnyakanekar411
@pratidnyakanekar411 4 жыл бұрын
@@DataMount1 plz send me dataset
@martijnbrands9678
@martijnbrands9678 2 жыл бұрын
@@DataMount1 can you also send me the data set?
@DataMount1
@DataMount1 2 жыл бұрын
@@martijnbrands9678 sure your email
@siddhi1359
@siddhi1359 3 жыл бұрын
can you pls share the dataset and code ?
@suluthomas9853
@suluthomas9853 4 жыл бұрын
can u pls share the dataset link
@willianjohn6460
@willianjohn6460 4 жыл бұрын
@Darkteckh1 on telegram is a real vendor I can’t believe my eyes that man too real Go on his telegram He sell credit card with high balance💯
@DataMount1
@DataMount1 4 жыл бұрын
mailed
@ananthchintamaneni524
@ananthchintamaneni524 3 жыл бұрын
Hii, I needed the datasets as well. Could you please share
@Mohanasangeetha-d2g
@Mohanasangeetha-d2g Жыл бұрын
can you share the code?
@DataMount1
@DataMount1 Жыл бұрын
Email
@JaspreetKaur-qg5fz
@JaspreetKaur-qg5fz 3 жыл бұрын
Can I get the report of this project?
@DataMount1
@DataMount1 3 жыл бұрын
What do you mean by report
@JaspreetKaur-qg5fz
@JaspreetKaur-qg5fz 3 жыл бұрын
@@DataMount1 Report means working of the project, future scope of this project etc.
@DataMount1
@DataMount1 3 жыл бұрын
It's a kaggle competition shared as a tutorial of unbalanced dataset classification problem. It is not a real project hence no scope or else.
@JaspreetKaur-qg5fz
@JaspreetKaur-qg5fz 3 жыл бұрын
@@DataMount1 okk thank you!!
@edafeakpotobomejason9380
@edafeakpotobomejason9380 Жыл бұрын
The music is just a big noise.
@muskankhurana2155
@muskankhurana2155 3 жыл бұрын
can we get the dataset?
@jahnavivardhanambati1515
@jahnavivardhanambati1515 4 жыл бұрын
can you share the dataset
@DataMount1
@DataMount1 4 жыл бұрын
please update your mail address
@jahnavivardhanambati1515
@jahnavivardhanambati1515 4 жыл бұрын
@@DataMount1 ambatijahnavivardhan@gmail.com
@georgenellissery
@georgenellissery 4 жыл бұрын
@@DataMount1 Can you also share to george.josephnellissery@gmail.com pls?
@DataMount1
@DataMount1 4 жыл бұрын
@@jahnavivardhanambati1515 send u the dataset
@DataMount1
@DataMount1 4 жыл бұрын
@@georgenellissery send u the dataset
@amruthaamrutha9548
@amruthaamrutha9548 Жыл бұрын
Can you please send me data set with source code sir
@DataMount1
@DataMount1 Жыл бұрын
wait i will add new videos with github and data
@papealedia9163
@papealedia9163 4 жыл бұрын
with our dataset sure..
@mohitpande2006
@mohitpande2006 3 жыл бұрын
Hi satyajit can you please share your github link with code and data please
@DataMount1
@DataMount1 3 жыл бұрын
The github link is provided in my channels about page. You can check there. You will find many other projects also.
@mohitpande2006
@mohitpande2006 3 жыл бұрын
@@DataMount1 thank data is under which folder I cnt see
@DataMount1
@DataMount1 3 жыл бұрын
Oh that i forgot but it is a kaggle competition you can get the data from there just search kaggle credit card.... But the data will be large so you need to sample it before running it on r unless you are using spark api for r
@mohitpande2006
@mohitpande2006 3 жыл бұрын
@@DataMount1 thanks
@luciferkhusrao
@luciferkhusrao 3 жыл бұрын
1:57
@annapurnayerra1379
@annapurnayerra1379 3 жыл бұрын
data set and code please?
@DataMount1
@DataMount1 3 жыл бұрын
Your email address
@VHKR02
@VHKR02 3 жыл бұрын
Any one send me the dataset
@DataMount1
@DataMount1 3 жыл бұрын
drive.google.com/file/d/1CTAlmlREFRaEN3NoHHitewpqAtWS5cVQ/view
@VHKR02
@VHKR02 3 жыл бұрын
@@DataMount1 thank you bro
@gggganzo
@gggganzo 4 жыл бұрын
no dataset? really?
@saloni8603
@saloni8603 4 жыл бұрын
great video but background noise is too loud
@DataMount1
@DataMount1 4 жыл бұрын
Sorry for that
@DataMount1
@DataMount1 4 жыл бұрын
I dont have good mic for recording voice
@djswooshtv1209
@djswooshtv1209 3 жыл бұрын
DAMM THE BACKGROUND NOISE IS TOO MUCH
@Gouravsharma61
@Gouravsharma61 2 жыл бұрын
Getting error fit logit on data Error in summary (Logistic_Model) not found How to resolve?
@DataMount1
@DataMount1 2 жыл бұрын
Check the documentation the method might be changed
@VibeZ_1221
@VibeZ_1221 11 ай бұрын
Can i get the dataset please
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