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Prince Grover

Different Design Frameworks for ML Based Fraud Detection

If you are building fraud detection systems for your organization, the first step is to build the foundations as we previously discussed in…

2 min readMay 4, 2023

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Different Design Frameworks for ML Based Fraud Detection

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Prince Grover

AI Insights-In a Minute

Short Summaries of AI Research

2 min readJan 3, 2023

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Prince Grover

Thanks Andre for looking at the code and updating my knowledge.

1 min readNov 6, 2022

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Prince Grover
in
Towards Data Science

Applications of Different Parts of an ROC Curve

Understanding the importance of different parts of an ROC curve and exploring variants of AUC for ML applications

11 min readNov 13, 2021

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Applications of Different Parts of an ROC Curve

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Prince Grover
in
Heartbeat

Transfer Learning using MXNet (Parts 7) — Transfer Learning on a Different Dataset

Training a new network from our base network

6 min readApr 16, 2020

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Transfer Learning using MXNet (Parts 7) — Transfer Learning on a Different Dataset

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Prince Grover
in
Heartbeat

Transfer Learning using MXNet (Parts 5+6) — Training a Base Model & Extracting Embeddings

Preparing our base network for transfer learning

5 min readApr 1, 2020

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Transfer Learning using MXNet (Parts 5+6) — Training a Base Model & Extracting Embeddings

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Prince Grover
in
Heartbeat

Transfer Learning using MXNet (Part 4/7) — MXNet Custom Networks

Implementing a custom network in our transfer learning pipeline

4 min readMar 24, 2020

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Transfer Learning using MXNet (Part 4/7) — MXNet Custom Networks

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Prince Grover
in
Heartbeat

Transfer Learning using MXNet (Part 3/7) — MXNet Dataset and Dataloaders

Mapping inputs to a list of integers and feeing them into a network to learn embeddings

4 min readMar 17, 2020

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Transfer Learning using MXNet (Part 3/7) — MXNet Dataset and Dataloaders

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Prince Grover
in
Heartbeat

Transfer Learning using MXNet (Part 2/7) — sklearn Data Transformations

Create an sklearn pipeline that can perform data transformations both for quick experimentation and production

4 min readMar 10, 2020

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Transfer Learning using MXNet (Part 2/7) — sklearn Data Transformations

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Prince Grover
in
Heartbeat

Transfer Learning using MXNet — Part 1/7: Intro

Introducing a new series on transfer learning

5 min readMar 3, 2020

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Transfer Learning using MXNet — Part 1/7: Intro

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Prince Grover

Prince Grover

Applied Scientist at Amazon. Previously - Machine Learning Engineer at Manifold.ai, USF-MSDS and IIT-Roorkee Alumnus (Twitter: @groverpr4)

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