19 articles

📰 Dev.to · Kenechukwu Anoliefo

Articles from Dev.to · Kenechukwu Anoliefo · 19 articles · Updated every 3 hours · View all reads

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Smart Fashion Classifier: Building an AI-Powered Fashion Product Tagging System
Dev.to · Kenechukwu Anoliefo 3mo ago
Smart Fashion Classifier: Building an AI-Powered Fashion Product Tagging System
The fashion e-commerce industry moves fast. Every day, thousands of new products are uploaded to...
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Getting Started with Flask: A Lightweight Web Framework for Python
Dev.to · Kenechukwu Anoliefo 3mo ago
Getting Started with Flask: A Lightweight Web Framework for Python
Flask is one of the most popular Python web frameworks, especially for developers who want...
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Understanding Python Virtual Environments: Why Every Python Developer Needs Them
Dev.to · Kenechukwu Anoliefo 3mo ago
Understanding Python Virtual Environments: Why Every Python Developer Needs Them
One of the most common problems Python developers face—especially beginners—is dependency conflict....
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Understanding the Dataset Behind a Fraud Detection Model
Dev.to · Kenechukwu Anoliefo 3mo ago
Understanding the Dataset Behind a Fraud Detection Model
Every successful machine learning project starts with one thing: a well-understood dataset. Before...
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Deploying Machine Learning Applications with Render: A Data Scientist’s Guide
Dev.to · Kenechukwu Anoliefo 3mo ago
Deploying Machine Learning Applications with Render: A Data Scientist’s Guide
One of the biggest gaps I noticed early in my data science journey wasn’t model building—it was...
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Building a Fraud Detection Model: My Experience as a Data Scientist
Dev.to · Kenechukwu Anoliefo 3mo ago
Building a Fraud Detection Model: My Experience as a Data Scientist
As a data scientist, I’ve worked on different projects across analytics, machine learning, and system...
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Building a Fraud Detection Model: Why It Matters in Modern Finance
Dev.to · Kenechukwu Anoliefo 3mo ago
Building a Fraud Detection Model: Why It Matters in Modern Finance
Financial fraud is one of the biggest threats facing today’s digital economy. As online payments,...
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What I Learned From Reviewing a Complete Diabetes Prediction Machine Learning Project
Dev.to · Kenechukwu Anoliefo 4mo ago
What I Learned From Reviewing a Complete Diabetes Prediction Machine Learning Project
Machine learning projects hit differently when you break them apart, understand each moving piece,...
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Going Live: How I Deployed My Water Quality ML API to the Cloud in 5 Minutes
Dev.to · Kenechukwu Anoliefo 4mo ago
Going Live: How I Deployed My Water Quality ML API to the Cloud in 5 Minutes
"It works on my machine." Every developer knows this phrase. I had just finished building a Water...
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AI for Earth: Automating Water Quality Monitoring with Machine Learning
Dev.to · Kenechukwu Anoliefo 4mo ago
AI for Earth: Automating Water Quality Monitoring with Machine Learning
Clean water is one of our most critical resources, yet monitoring it remains a significant challenge....
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From Jupyter Notebook to Production: Deploying a Water Quality ML Model with Docker
Dev.to · Kenechukwu Anoliefo 4mo ago
From Jupyter Notebook to Production: Deploying a Water Quality ML Model with Docker
As data scientists, we often stop at the Jupyter Notebook. We clean the data, train a model, get a...
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Docker for Beginners: What It Is, Why It Matters, and How to Get Started on Windows
Dev.to · Kenechukwu Anoliefo 4mo ago
Docker for Beginners: What It Is, Why It Matters, and How to Get Started on Windows
If you’ve ever tried deploying a machine learning model, running a web app, or sharing a development...
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Saving and Storing Machine Learning Models for Deployment: A Complete Guide
Dev.to · Kenechukwu Anoliefo 4mo ago
Saving and Storing Machine Learning Models for Deployment: A Complete Guide
Once you finish training a machine learning model, the next big question is: How do you save this...
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Everything You Need to Do Before Successfully Reading an Excel File with Pandas
Dev.to · Kenechukwu Anoliefo 4mo ago
Everything You Need to Do Before Successfully Reading an Excel File with Pandas
Working with Excel files is one of the most common tasks in data analysis, and Pandas makes it...
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Predicting Fuel Efficiency with Tree-Based Models: A Hands-On Machine Learning Walkthrough
Dev.to · Kenechukwu Anoliefo 5mo ago
Predicting Fuel Efficiency with Tree-Based Models: A Hands-On Machine Learning Walkthrough
Understanding how vehicle characteristics affect fuel efficiency is a classic regression problem —...
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From One Tree to a Whole Forest
Dev.to · Kenechukwu Anoliefo 5mo ago
From One Tree to a Whole Forest
After understanding decision trees, the concept of a "Random Forest" made immediate sense. If one...
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My Big "Aha!" Moment: What is a Decision Tree?
Dev.to · Kenechukwu Anoliefo 5mo ago
My Big "Aha!" Moment: What is a Decision Tree?
I've just been digging into machine learning, and one of the most intuitive concepts I've come across...
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Understanding Model Evaluation in Lead Scoring: A Practical Walkthrough
Dev.to · Kenechukwu Anoliefo 5mo ago
Understanding Model Evaluation in Lead Scoring: A Practical Walkthrough
In this project, we explored model evaluation metrics using a Lead Scoring dataset. The goal was to...
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Customer Churn Analysis: A Data-Driven Approach to Predicting Retention
Dev.to · Kenechukwu Anoliefo 6mo ago
Customer Churn Analysis: A Data-Driven Approach to Predicting Retention
In today’s competitive market, understanding why customers leave a platform is crucial for improving...
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