Invited | Deep Learning Applications in Cybersecurity for Engineering and Science

MIT Academy of Engineering, Alandi (D.), Pune- 412 105, Maharashtra, India 

School of Computer Engineering & Technology

One Week AICTE Sponsored Short Term Training Program Phase III ( online mode) on

“Deep Learning Applications in Cybersecurity for Engineering and Science” 

(14 June 2021 through 19 June 2021) 

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🙏Heartfelt thanks to the organizers for inviting me 🙏

17th June, 2021 10:00 AM

Credit Card Fraud Prediction with Imbalanced Data using IBM Watson

Architecture Diagram

1. User logs into Watson Studio, creates an instance which includes object storage.
2. User uploads the csv file to the object storage.
3. User imports a Jupyter Notebook from the URL.
4. User runs the statistical models and sampling techniques in the notebook.
5. User exports the predictive modelling results to the object storage.

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Hands-ON Session

1) https://cloud.ibm.com/registration

2) https://dataplatform.cloud.ibm.com/login

3) CSV File: Credit-Card-CSV Data (Random sample of 20% of original data at Kaggle, 0.01% fraudulent, 99.09% genuine/legitimate data)

References:

1) https://github.com/IBM/xgboost-smote-detect-fraud

2) Hands-On-Artificial-Intelligence-for-Cybersecurity

3) https://fraud-detection-handbook.github.io/fraud-detection-handbook/Foreword.html

4) https://www.kaggle.com/mlg-ulb/creditcardfraud/data#

5) Machine-Learning-for-Cybersecurity-Cookbook

6) https://github.com/jivoi/awesome-ml-for-cybersecurity

7) Fraud Detection Working Code Jupyter Notebook

Feedback by Participants

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I am available for invited talks / webinars of 1 to 2 hours on the topics mentioned below. I have delivered more than 120 sessions on various topics and my session typically includes LIVE practical demonstrations using Google Colabs & other tools as applicable:

1) Blockchain simulation using Google Spreadsheets

2) RPA Automation using Python

3) IoT simulation using Cloud tools

4) Python Basics

5) Image Processing Basics

6) OCR Basics

7) Chatbot Development

8) Social Network Analysis (SNA)

9) Natural Language Processing (NLP)

10) MIT App Inventor & Cloud Computing

11) Machine Learning using Weka & Python

12) AI Basics

Just drop me a WhatsApp message, with your requirement Mayur Patil +91 - 9741284867

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