Odinaka Joy articles - 23 total
Running Machine Learning Models in the Browser Using onnxruntime-web
🚀 AI in the browser? Yes, it’s possible. Most machine learning models live on the backend, meaning...
How To Use LLMs: Advanced Prompting Techniques + Framework for Reliable LLM Outputs
Most Prompt Engineering tutorials stop at zero-shot vs few-shot. But when you are building real...
How To Use LLMs: Retrieval-Augmented Generation (RAG Systems)
RAG (Retrieval-Augmented Generation) is one of the most practical ways developers are applying LLMs...
How To Use LLMs: Fine-Tuning GPT-4
LLMs are very good at generating responses to user's queries out of the box, but these are general...
How To Use LLMs: Prompt Engineering - A Practical Guide for Beginners
In this article, I explained what LLMs are and how to use them to build smart applications. But just...
How To Use LLMs: Tool Use/Function Call with OpenAI
Large Language Models (LLMs) can generate human-like text, but what if you want your LLM-powered app...
A Beginner’s Guide to LLMs: How to Use Language Models to Build Smart Apps
In my last post, we explored Natural Language Processing (NLP), the field of AI that helps machines...
My Journey into AI: Natural Language Processing (NLP)
Natural Language Processing (NLP) is how we teach computers to work with human language, to read,...
Implementing the Data Science Workflow: Predicting Mental Health Treatment
In my last article, I broke down the Data Science Workflow for beginners. It’s a great starting point...
A Beginner’s Guide to the Data Science Workflow
Artificial Intelligence is about building systems that mimics human. Machine Learning is a subset of...
My Journey into AI: Understanding the Building Blocks of Deep Learning (NLP Focused)
When I started learning Machine Learning (ML), I thought I was already halfway into understanding how...
My Journey into AI: Understanding the Building Blocks of Machine Learning
Imagine teaching a child to recognize ripe mangoes, not by giving a list of rules, but by showing...
My Journey into AI: Understanding the Building Blocks of Artificial Intelligence
Hello again 👋🏾 I recently took a career break to reposition. I wasn’t burned out. I just knew it was...
My Tech Journey So Far
Before I found my place in web development, I explored different parts of tech. I was driven by...
The Beginner’s Guide to Software Engineering
Software Engineering is more than code. It’s about solving real-world problems with well-structured,...
Decouple Your Backend: A Beginner’s Guide to Message Brokers
When I first got into system design, messaging systems confused me. Everyone kept throwing around...
Monolithic vs Modular vs Microservices Architecture: Choosing the Right Approach
While building AgriCore ERP for agriculture equipment suppliers, I found myself stuck choosing the...
Mastering Programming: The Essential Guide to Coding and Problem-Solving
Programming is more than just writing code. You need to master the fundamentals, develop strong...
Session vs Token-Based Auth: A Developer’s Guide to Choosing Wisely
Authentication is a cornerstone of secure web applications. It verifies the identity of users,...
Inside the Engine: How JavaScript Really Works
JavaScript is one of the most widely used programming languages today. Whether you are browsing...
Web Development Roadmap - Beginner to Intermediate
Are you a newbie developer confused on where to begin your learning journey? Search no more!!! This...
Clean Up Your Git History: How to Squash Commits Before Pushing to Production
When you are working on a project, your Git commit history can sometimes get messy. You have probably...
Git and Its Workflows: A Beginner’s Guide to Version Control Success
Git is an essential tool for developers, whether you are working solo or as part of a team. It is a...