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Samuel Theophilus

Samuel Theophilus

Post-deployment data science: Monitoring ML Models for performance drift

In this article, you will learn how Silent model failures affect businesses & why it is important to support model monitoring in…

9 min readFeb 10, 2023

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Post-deployment data science: Monitoring ML Models for performance drift

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Samuel Theophilus
in
Artificial Intelligence in Plain English

Fine-Tuning Your Machine Learning Models: The Key to Improved Performance

In this article, we explore the fundamentals of hyperparameter tuning, dive into the single vs multiple objective optimization techniques…

11 min readJan 11, 2023

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Fine-Tuning Your Machine Learning Models: The Key to Improved Performance

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Samuel Theophilus

What is Edge AI?

It is no surprise that latency and full outage in Networks has become core concerns for Data Scientists and Organizations that actively use…

4 min readFeb 17, 2022

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What is Edge AI?

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Samuel Theophilus
in
CodeX

Product recommendation using Market Basket Analysis: A practical guide

Insights from McKinsey & Company in 2018 showed that 35% of what consumers purchase on Amazon and 75% of what they watch on Netflix come…

5 min readNov 29, 2021

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Product recommendation using Market Basket Analysis: A practical guide

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Samuel Theophilus
in
Analytics Vidhya

Roboflow: Converting Annotations for Object Detection

Object Detection is a growing area in the field of machine learning and has received attention in recent times. It is a computer vision…

4 min readSep 3, 2021

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Roboflow: Converting Annotations for Object Detection

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Samuel Theophilus
in
Geek Culture

NLP: Building a Basic “Automated Text Filler”- An Introduction

An Automated Text Filler is a very popular natural language processing app used by smartphone keyboards and companies such as Grammarly &…

3 min readAug 31, 2021

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NLP: Building a Basic “Automated Text Filler”- An Introduction

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Samuel Theophilus
in
Analytics Vidhya

Clustering Problem: Solving employee relocation problem using Foursquare API

A Company’s best resource is the people who bring creativity, productivity, and ultimately profitability to a company- Its Employees. For…

5 min readJul 5, 2021

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Clustering Problem: Solving employee relocation problem using Foursquare API

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Samuel Theophilus
in
Geek Culture

An introduction: Version Control for Data Science projects with DAGsHub

Platforms like GitHub have been tools for version controlling software projects. However, Machine learning projects are faced with new…

5 min readJun 21, 2021

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An introduction: Version Control for Data Science projects with DAGsHub

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Samuel Theophilus

Setup and Integrate Colab + Google Drive for your Data Science Project

I recently worked on a data science project that required handling very large datasets and processor power. I wanted a private cloud…

3 min readApr 30, 2021

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Setup and Integrate Colab + Google Drive for your Data Science Project

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Samuel Theophilus

Samuel Theophilus

Machine Learning Engineer || Technical Writer || Data Engineer • Passionate about Computer Vision, NLP & Business Intelligence.

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