How NVIDIA Graphics Work: A Comprehensive Guide to GPUs
Graphics Processing Units (GPUs) have become the backbone of modern computing, powering everything from gaming to artificial intelligence (AI).
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How Data Transfer Takes Place from RAM to SSD: A Detailed Insight
In modern computing, the seamless transfer of data between various hardware components is crucial for maintaining system performance and efficiency.
Complete Breakdown of Machine Learning (ML)
Machine Learning
is a vast and intricate field that requires an understanding of key concepts from mathematics, statistics, programming, and data science. Let’s go through everything step-by-step, from the fundamental maths to the essential skills required to build ML models.
Understanding the Layers of Large Language Models (LLMs) and How Data Passes Through Them
Large Language Models (LLMs) such as GPT (Generative Pre-trained Transformer) are a class of deep learning models that have revolutionized natural language processing (NLP).
Cryptocurrency: Understanding How It Works and Its Impact on the Financial World
Cryptocurrency has taken the world by storm, evolving from a niche concept into a mainstream financial asset class.
Let’s break down AI, Machine Learning (ML), and Neural Networks in a structured way
Let’s break down AI, Machine Learning (ML), and Neural Networks in a structured way, covering key concepts, types of ML, and model architectures like Transformers, and their applications.
How to Crack Machine learning Interviews at FAANG!
As a candidate, I’ve interviewed at a dozen big companies and startups. I’ve got offers for machine learning roles at companies including Google, NVIDIA, Snap, Netflix, Primer AI, and Snorkel AI. I’ve also been rejected at many other companies. As an interviewer, I’ve been involved in designing and executing the hiring process at NVIDIA and…
Understanding Gaussian distribution Binomial, Poisson & Other Distributions
What is an Example of a Data Set with a Non-Gaussian Distribution? In the world of machine learning and statistics, the Gaussian distribution (also known as the normal distribution) is one of the most commonly used distributions. This distribution is often assumed for many algorithms because it has nice mathematical properties, such as being symmetric…
Solving Differential Equations Using the Laplace Transform: A Step-by-Step Guide
Abstract: Differential equations are fundamental in mathematics, physics, and engineering, as they describe how quantities change over time. One powerful method for solving ordinary differential equations (ODEs) is the Laplace transform. This blog will introduce the Laplace transform and demonstrate its application in solving a simple first-order ODE with a detailed example. Table of Contents…
The Epic Saga of the Cubic Equation: From Blood Feuds to Modern Algebra
The Drama of the Cubic Equation: Rivalries, Betrayals, and Renaissance Mathematics The 16th century was a time of mathematical duels, secret solutions, and bitter rivalries. The quest to solve the cubic equation wasn’t just about algebra—it was about fame, survival, and revenge. 1. Tartaglia: The Stuttering Genius Who Outsmarted His Rivals Niccolò Tartaglia (1500–1557) was…
Understanding the Wronskian, Eigenvalues, and Eigenvectors
In the realm of linear algebra and differential equations, Wronskian, eigenvalues, and eigenvectors play a crucial role in solving systems of linear equations, studying the behavior of differential equations, and analyzing the stability of systems. In this blog, we will dive deep into each of these concepts, provide formal definitions, and illustrate them with practical…
Agentic Architecture and AI Agents in Enterprise
For the past year, the business world has been captivated by Generative AI. Tools like ChatGPT have become synonymous with AI itself, dazzling us with their ability to draft emails, summarize documents, and generate creative content. But for enterprises, a critical limitation has emerged: these models are brilliant conversationalists, but they are passive. They answer…
Exploring Complex Analysis: A Journey into the Realm of Imaginary Numbers
Welcome to the Fascinating World of Complex Analysis! Whether you’re a math enthusiast, a student, or someone simply curious about the beauty of mathematics, complex analysis opens doors to new dimensions of understanding. In this guide, we’ll explore the basics of complex analysis, its significance, and some fundamental concepts to get you started. What is…
What Are Numbers, Really? A Gentle Dive into Number Theory, Mathematics with Python
Numbers are everywhere. From managing finances to analyzing data, we constantly interact with them. But what exactly are numbers? In this post, we’ll explore the beautiful journey of numbers through number theory, and bring it all together with a Python program that showcases each type of number in action. The Evolution of Numbers Natural Numbers…
Comprehensive Guide to Quantum Computing With Mathematical Foundations and Derivations
Quantum computing is a revolutionary field that leverages the principles of quantum mechanics to perform computations far beyond the capabilities of classical computers. In this blog, we will explore the fundamental concepts of quantum computing, providing detailed mathematical formulations and derivations for each topic. Quantum computing is an emergent field of computer science and engineering…
Google Cloud Dataproc vs Databricks: 7 Differences to Know (2025)
Say you’re dealing with data—tons of it. Maybe you’re processing logs, training ML models, or running analytics. Whatever it is, you need a platform that can handle the load without making your life harder. There are many options available, but two that you might consider are Google Cloud Dataproc and Databricks. Databricks is a unified analytics platform built on Apache Spark that brings data…