Henry Ha

@henryha

make life simplier

Leeds, UKJoined November 2022

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Data Scientist, write about: Tech & Business & Lifeskills

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Henry Ha's blogs

Henry Ha's Data Science Portfoliodata-science-portfolio.hashnode.dev23 posts

data science knowledge & experiencesdata-science-knowledge-experiences.hashnode.dev4 posts

Simple Data databeginnersfriendlytutorials.hashnode.dev2 posts

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Recently published

HHHenry Hadatabeginnersfriendlytutorials.hashnode.devApr 15 · 26 min read

Cross-Validation, Pipelines & Hyperparameter Tuning with Scikit-learn

When building a machine learning model, it's tempting to train it on your data, check the score, and call it done. But that score is misleading — the model has already "seen" the data it's being evalu

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HHHenry Hadatabeginnersfriendlytutorials.hashnode.devApr 7 · 31 min read

Loan Approval Prediction with Logistic Regression: A Beginner's Guide

1. Introduction Every day, banks receive thousands of loan applications. Approving each one manually would be time-consuming and prone to human bias. But what if a machine learning model could help pr

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HHHenry Hadata-science-knowledge-experiences.hashnode.devApr 14, 2025 · 4 min read

DevOps vs. MLOps: Understanding the Key Differences

There’s no doubt that DevOps has been the inspiration behind MLOps. MLOps inherits many of the principles and practices from DevOps, aiming to streamline development and deployment processes for machine learning applications, much like DevOps has don...

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HHHenry Hadata-science-knowledge-experiences.hashnode.devApr 14, 2025 · 4 min read

The Benefits of MLOps for Machine Learning Teams and Organizations

As organizations embrace MLOps in their machine learning projects, it’s clear that MLOps brings significant benefits to people at all levels of the hierarchy. Broadly speaking, MLOps benefits the teams involved in two major ways: Breaking down silos...

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HHHenry Hadata-science-knowledge-experiences.hashnode.devApr 14, 2025 · 5 min read

Understanding the Standards and Principles of MLOps

MLOps is rapidly emerging as a vital practice in modern machine learning workflows. Rather than being a brand-new technology, MLOps is better understood as a culture — a set of principles and guidelines designed specifically for the machine learning ...

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Henry Ha

About

Available for

Henry Ha's blogs

Recently published

Cross-Validation, Pipelines & Hyperparameter Tuning with Scikit-learn

Loan Approval Prediction with Logistic Regression: A Beginner's Guide

DevOps vs. MLOps: Understanding the Key Differences

The Benefits of MLOps for Machine Learning Teams and Organizations

Understanding the Standards and Principles of MLOps

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Henry Ha

About

Available for

Henry Ha's blogs

Recently published

Cross-Validation, Pipelines & Hyperparameter Tuning with Scikit-learn

Loan Approval Prediction with Logistic Regression: A Beginner's Guide

DevOps vs. MLOps: Understanding the Key Differences

The Benefits of MLOps for Machine Learning Teams and Organizations

Understanding the Standards and Principles of MLOps