This article covers the ten most common myths about LLMs that every developer should understand before their next AI integration.
Author Archive | Bala Priya C
10 Useful NumPy One-Liners for Time Series Analysis
Simplify time series analysis with handy NumPy one-liners. Learn quick ways to transform, explore, and understand your time series data.
The Bias-Variance Trade-Off: A Visual Explainer
In this article, you’ll understand exactly what bias and variance mean, how to spot them in your models, and more importantly, how to fix them.
10 NumPy One-Liners to Simplify Feature Engineering
In this article, we’ll explore 10 powerful NumPy one-liners that can simplify your feature engineering workflow.
7 Concepts Behind Large Language Models Explained in 7 Minutes
Transformers, embeddings, context windows… jargon you’ve heard, but do you really know what they mean? This article breaks down the seven foundational concepts behind large language models in plain English.
Step-by-Step Guide to Deploying Machine Learning Models with FastAPI and Docker
We’ll take it from raw data all the way to a containerized API that’s ready for the cloud.
The Beginner’s Guide to Natural Language Processing with Python
Learning natural language processing can be a super useful addition to your developer toolkit. From the basics to building LLM-powered applications, you can get up to speed natural language processing—in a few weeks—one small step at a time. And this article will help you get started. In this article, we’ll learn the basics of natural […]
7 Open-Source Machine Learning Projects You Can Contribute To Today
Are you a machine learning enthusiast looking to level up your skills? If so, contributing to open-source machine learning projects is one of the best ways to improve your coding skills. When you work on open-source ML tools, you’ll learn more about how ML frameworks work internally. You’ll also get to improve your coding […]
A Practical Guide to Deploying Machine Learning Models
As a data scientist, you probably know how to build machine learning models. But it’s only when you deploy the model that you get a useful machine learning solution. And if you’re looking to learn more about deploying machine learning models, this guide is for you. The steps involved in building and deploying ML models […]
A Roadmap for Your Machine Learning Career
Are you looking to make a career in machine learning? If so, this guide is for you. Machine learning is an interesting field with a lot of potential to solve real-world problems. However, going from a novice to a professional requires a structured approach that not only focuses on technical skills but also on understanding […]