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mmujtabah / CodingChallenges

A collection of coding challenges designed for beginners to practice and improve their skills.
MIT License
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Using SOM and deep learning to predict credit card frauds. #12

Open Rohit-Sharma-RS opened 6 days ago

Rohit-Sharma-RS commented 6 days ago

Credit card frauds are quite common lately, this is a small contribution from my side in this direction to create a SOM which protects users from credit card frauds even with minimal data.

Rohit-Sharma-RS commented 6 days ago

Hi @mmujtabah I am currently working on this can you assign this issue to be under the hacktoberfest accepted label? Thanks.

alizaincodes commented 5 days ago

@Rohit-Sharma-RS I appreciate your idea. By adding this challenge to the repository, will it be a friendly challenge for beginners?

Will Neural Networks and Self-Organizing Maps be an easy challenge for beginners who are new in programming?

Rohit-Sharma-RS commented 5 days ago

Hi @alizaincodes No this might not be a beginner friendly project unless there is some understanding of machine learning(especially K Means clustering algorithm) and at least basic knowledge on artificial neural networks.

alizaincodes commented 5 days ago

Hi @Rohit-Sharma-RS Okay now I understand that this challenge is made for those who are new in AI and ML. By the way, how much data you need for training?

Rohit-Sharma-RS commented 5 days ago

The dataset has around 1000 rows planning to train them over 50-70 epochs

mmujtabah commented 5 days ago

Hi @alizaincodes No this might not be a beginner friendly project unless there is some understanding of machine learning(especially K Means clustering algorithm) and at least basic knowledge on artificial neural networks.

We could introduce separate sections for beginners and advanced users, placing this project in the advanced section. That way, those with foundational knowledge can still explore and contribute at their own pace.

Great idea, by the way! I’ll definitely look forward to contributing as soon as I find some free time.

alizaincodes commented 4 days ago

@mmujtabah This would be nice as users have to go to their respective folders(beginner or advanced). This will make it easy to find and categorize challenges.

mmujtabah commented 4 days ago

@mmujtabah This would be nice as users have to go to their respective folders(beginner or advanced). This will make it easy to find and categorize challenges.

Absolutely! Feel free to add an advanced section after all, it’s an open-source repo, and every contribution counts. Your efforts will definitely make it more organized and easier for users to find relevant challenges.

Rohit-Sharma-RS commented 4 days ago

The project was added please review it. I created a separate advanced section to add the project into.