S.S.S DHYUTHIDHARsudheendra.hashnode.dev·Dec 20, 2024Neural Networks Basics: Vector Functions and Math Behind AIHi everyone! 👋 I’m Dhyuthidhar Saraswathula, a passionate blogger exploring data science topics like ML and SQL. If you haven’t checked out my previous blogs, I highly recommend visiting my profile. Take a quick look, and then come back here for tod...1 likeMachine Learning
RAUSHAN KUMARthe-infinite-loop.hashnode.dev·Dec 19, 2024Unraveling Linear Equations: Do More Variables Mean More Solutions?When we think about systems of linear equations, a common assumption is that having more variables than equations always leads to infinitely many solutions. But is this always true? Let’s explore! For example, let's consider two equations: x + y + z ...Mathematics
Sudhin Karkitechgigsudhin20.hashnode.dev·Dec 18, 2024Everything you need to know about Group TheoryLet’s begin with the introduction of Group. What is a group? A group is a set of elements (collection of things or objects) with an operation that satisfies four specific rules. For example, let’s say you have a set of toy blocks. If you stack one bl...grouptheory
Ekmin Samaraweeraekmin.hashnode.dev·Dec 15, 2024Interactive Mouse-Tracking Eyes with React and Tailwind CSS 👀Introduction Hey there! When I was building my portfolio, I faced a small design dilemma with my navigation bar: I wanted to remove the "Portfolio" heading from the top-left corner without shifting the navigation menus to that spot. I needed somethi...11 likes·69 readsReact
Shivam Vishwakarmashivam-vishwakarma.hashnode.dev·Dec 11, 2024ROC Curve: A Comprehensive GuideIntroduction In machine learning, evaluating the performance of a classification model is crucial. One of the most widely used tools for this is the Receiver Operating Characteristic (ROC) Curve. It provides insights into the trade-offs between the t...30 readsMachine Learning
Platwoindiegamescreation.hashnode.dev·Dec 10, 2024Order Independent TransparencyIntroduction This blog post follows on from my previous one on structuring the rendering of a frame within my custom game engine. Information given in the prior post is not necessary for this one, but I’ll give a quick rundown of who I am and what th...33 readsengine dev
Asswin C Rcra07.hashnode.dev·Dec 4, 2024AWS Automated Reasoning and Guardrails: Transforming Policy AutomationImagine a world where the most complex policies, requiring years and millions of dollars to implement, could be automated and verified with the precision of mathematics—all in just a few hours. Thanks to AWS’s latest innovation, Bedrock Guardrails, t...10 likesAutomated reasoning
Samuel Adebayosamueladebayo.com·Dec 2, 2024Demystifying Big-O notationDuring the first two years of my undergraduate years, I never really understood computational complexities—even after learning about it in my Data Structures and Algorithms class in the second year of university, it remained a foggy concept. Maybe th...Teaching PythonCS Theory
Meemansha Priyadarshinimeemansha.hashnode.dev·Nov 30, 2024The Math Behind K-Means Clustering: A Simplified OverviewThe computer scientist Yann LeCun famously said that if intelligence was a cake, unsupervised learning would be the cake , supervised learning would be the icing and reinforcement learning would be the cherry on the cake. So, here we are dealing with...Unsupervised learning
Jasmeen Maradeeyablog.jasmeenmaradeeya.me·Nov 23, 2024Measures of Central TendencyThe measures of central tendency help us understand the "center" or "average" value in a dataset. These are useful for summarizing data and giving a single value that represents the entire dataset. There are three main measures: mean, median, and mod...Machine Learning
