This article walks through 7 vectorization techniques that eliminate loops from numerical code.
Author Archive | Bala Priya C
MinMax vs Standard vs Robust Scaler: Which One Wins for Skewed Data?
In this article, we’ll test MinMaxScaler, StandardScaler, and RobustScaler on realistic data, see exactly what happens under the hood, and give you a practical decision framework for your next project.
10 Common Misconceptions About Large Language Models
This article covers the ten most common myths about LLMs that every developer should understand before their next AI integration.
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 […]