Sonu Yadav

4 days ago | medium.com | Sonu Yadav

In the world of Artificial Intelligence, Large Language Models (LLMs) like GPT and PaLM are transforming the way we interact with technology. But to make the most out of these powerful models, it’s essential to learn the art of prompt design — and that’s exactly what Google Cloud’s “Prompt Design in Vertex AI” course helps you master. Let’s explore what this course teaches and why prompt design is such a crucial skill in today’s AI landscape. What is Prompt Design?

2 months ago | medium.com | Sonu Yadav

Sonu Yadav·Follow2 min read·--In machine learning, regression models are used to predict continuous values based on input features. While Linear Regression is simple and effective, it often fails when the relationship between the dependent and independent variables is non-linear. This is where Polynomial Regression comes into play! In this article, we will explore Polynomial Regression, implement it for degree 2 to degree 10, and analyze how model complexity affects predictions.

2 months ago | medium.com | Sonu Yadav

Sonu Yadav·Follow2 min read·--In machine learning, evaluating model performance is as important as building the model itself. When working with regression models, we use various error metrics to measure how well our model is performing.

Jan 21, 2025 | medium.com | Sonu Yadav

Sonu Yadav·Follow3 min read·--Functions are one of the most fundamental building blocks in programming, especially in JavaScript. They allow us to write reusable, organized, and efficient code. Let’s dive into what functions are, their types, and how they can make your coding journey easier. In simple terms, a function is a block of code designed to perform a specific task. Think of it as a mini-program inside your main program.

Jan 20, 2025 | medium.com | Sonu Yadav

Sonu Yadav·Follow4 min read·--If you’re new to programming, you’ve likely heard about arrays. Arrays are one of the most fundamental data structures in JavaScript and are essential for organizing and managing data. Let’s break down what arrays are, explore their common methods, and discuss best practices to use them effectively. An array is a data structure used to store multiple values in a single variable. Think of it as a container that can hold items like numbers, strings, or even objects.