Asad Mumtaz – Medium

Asad Mumtaz

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How to Develop a Credit Risk Model and Scorecard

A walkthrough of statistical credit risk modeling, probability of default prediction, and credit scorecard development with Python

Aug 13, 2020

How to Develop a Credit Risk Model and Scorecard

Aug 13, 2020

Unlocking the Magic: zkML — Uniting AI and Blockchain!

Machine learning (ML) is a branch of artificial intelligence (AI) that enables computers to learn from data and perform tasks that would…

Dec 12, 2023

Unlocking the Magic: zkML — Uniting AI and Blockchain!

Dec 12, 2023

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A Beginner’s Guide to Hadoop’s Fundamentals

A non-technical guide to Hadoop’s big data analytical platform together with its primary modules, including HDFS and MapReduce

Jan 4, 2021

A Beginner’s Guide to Hadoop’s Fundamentals

Jan 4, 2021

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How to Harness the Power of Data Science in Finance

A brief introduction to certain use cases whereby financial institutions can effectively utilize data science and machine learning…

Nov 16, 2020

How to Harness the Power of Data Science in Finance

Nov 16, 2020

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Gradient Descent — One Step at a Time

An intuitive, beginner’s guide to the underlying mechanics of gradient descent that is used to minimize various loss functions in machine…

Nov 5, 2020

Gradient Descent — One Step at a Time

Nov 5, 2020

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Machine Learning: From Ideation to a Web App

An End-to-End Data Science Journey of Data Collection, Web Scraping, Data Cleaning, Model Training and Cloud Deployment using Python &…

Oct 5, 2020

Machine Learning: From Ideation to a Web App

Oct 5, 2020

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How to Incorporate Bias in Your Predictive Models

Don’t do these things unless you want a biased model in production, making inaccurate and, at times, costly predictions.

Sep 7, 2020

How to Incorporate Bias in Your Predictive Models

Sep 7, 2020

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What is Your Customer’s Worth Over Their Lifetime?

Estimate your customer’s Lifetime Value (LTV) in a non-subscription setting using Python to devise appropriate retention strategies and…

Aug 27, 2020

What is Your Customer’s Worth Over Their Lifetime?

Aug 27, 2020

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What Are The Practical Benefits of Machine Learning?

Learn about the practical use-cases of, and the impact of machine learning and data science in our daily lives from a non-technical…

Aug 24, 2020

What Are The Practical Benefits of Machine Learning?

Aug 24, 2020

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How to Not Predict and Prevent Customer Churn

Learn Survival Analysis techniques to predict both if and when a customer will likely churn, together with the expected potential loss

Aug 20, 2020

How to Not Predict and Prevent Customer Churn

Aug 20, 2020

Asad Mumtaz

Asad Mumtaz

A finance professional by education with a keen interest in data analytics and machine learning. www.finltyicshub.com

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