M. Masum, PhD – Medium

M. Masum, PhD

Pinned

Preventing Data Leakage in Machine Learning: Lessons Learned from My Experience

Avoid Data Leakage in Data Preprocessing Steps

Mar 20, 2022

Preventing Data Leakage in Machine Learning: Lessons Learned from My Experience

Mar 20, 2022

Imbalanced Data: Analyze First, Sample Later

Classification is a common task in machine learning, where the goal is to classify or label given data or observations. Specifically, in…

Oct 18, 2023

Imbalanced Data: Analyze First, Sample Later

Oct 18, 2023

Get an email whenever M. Masum, PhD publishes.

By signing up, you will create a Medium account if you don’t already have one. Review our Privacy Policy for more information about our privacy practices.

Medium sent you an email at to complete your subscription.

Differentiable Programming: A Game-Changer for Optimization and Control

Exploring the Benefits and Applications of this Emerging Technology

Feb 5, 2023

Feb 5, 2023

The Future of Machine Learning: 5 Emerging Areas to Watch

From Adversarial Robustness to Privacy-Preserving Machine Learning, Discover the Cutting-Edge Developments in AI

Feb 5, 2023

The Future of Machine Learning: 5 Emerging Areas to Watch

Feb 5, 2023

Transform Your Data Analysis Game: The Secret to Imputing Missing Values

Maximizing Data Accuracy and Reliability with Mean, Regression, and Multiple Imputation Techniques

Feb 4, 2023

Transform Your Data Analysis Game: The Secret to Imputing Missing Values

Feb 4, 2023

Unveiling the Surprising Benefits of Explainable Machine Learning: Why Ignoring It Could Be Costly

Why should we focus on Explainable Machine Learning?? Model debugging, Model monitoring, and Model Transparency for Explainable ML

May 28, 2022

Unveiling the Surprising Benefits of Explainable Machine Learning: Why Ignoring It Could Be Costly

May 28, 2022

Easy Way to Convert Categorical Variables in PySpark

Converting Categorical Data using OneHotEncoding

Apr 23, 2022

Easy Way to Convert Categorical Variables in PySpark

Apr 23, 2022

Published in
TDS Archive

3 Fundamental Reasons why Quantization is important for tinyML

Achieving size, latency and portability for tinyML

Apr 19, 2022

3 Fundamental Reasons why Quantization is important for tinyML

Apr 19, 2022

Quantum Machine Learning and available Simulators

Data is stored with Boolean bits at the lowest level in classical computing, where each bit can take only one of two possible values (0 or…

Apr 16, 2022

Quantum Machine Learning and available Simulators

Apr 16, 2022

Published in
TDS Archive

4 Challenges of Reproducibility in the Machine Learning Model Deployment

In the pipeline of a Machine Learning model, there are a few environments that we consider — research environment, development environment…

Apr 6, 2022

4 Challenges of Reproducibility in the Machine Learning Model Deployment

Apr 6, 2022

M. Masum, PhD

M. Masum, PhD

Machine Learning Enthusiast | Student of Life |

Following

Help
Status
About
Careers
Press
Blog
Privacy
Rules
Terms
Text to speech