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I stumbled upon this criminally unrated blogpost that goes into detail about initialization techniques and then bridge them to barchnorm and layernorm. it has exercises with meticulous instructions, visualizations, mathematical deep dives, raw implementations from scratch, interactive plots, and even a Q&A session. Link: https://medium.com/towards-artificial-intelligence/initialization-batchnorm-and-layernorm-beyond-textbook-definitions-9306b02c7e9a

Watch Alien: Earth online An abandoned spacecraft containing suspicious organisms; a fearless female charged with taking them on; a shady corporation overseeing the chaos – Alien: Earth looks like it will slot into the franchise canon perfectly! US viewers can tune into Alien: Earth live on FX or online via Sling TV and Hulu, while…

This is a submission for the Redis AI Challenge: Beyond the Cache. What I Built I created MindMirror – an innovative mental health analysis platform that uses RedisAI to perform real-time psychological assessments. This application processes user input to: Identify dominant psychological archetypes (7 distinct profiles) Generate dynamic 3D brain visualizations Track emotional states through…

This week, I worked on something exciting: reports routes for our backend. This is the part of the system that helps admins see important data at a glance. My job was to build endpoints that could transform raw learner and payment data into meaningful insights, including: A list of all learners The number of learners…

About a month ago, I had this random thought while on the bus to school: “What if I could just listen to my handwritten notes instead of reading them?” I wanted something simple, cost-effective, and since I already spend a lot of time working with AWS, it made sense to build it there. After a…

Introduction Not all data looks the same.Some fits neatly into tables, while some is messy and unpredictable. Knowing the type of data you’re working with is like knowing the ingredients before you start cooking it helps you choose the right tools and methods for analysis. (i)Structured Data This is data that’s organized and easy to…

Building a website in Bubble is quick and powerful — but if it’s not responsive, your design could look great on desktop and completely break on mobile or tablet. In this tutorial, I walk you through how to create a complete website in Bubble and make it look perfect on all devices using the responsive…

React’s useRef is one of those hooks that seems simple at first, but its power becomes more apparent the more you use it. It allows you to persist values across renders without causing re-renders and gives you a way to directly reference DOM elements. What is useRef? useRef is a hook that returns a mutable…

Images of the DJI Osmo Nano have leaked The device is a compact action camera It could be launched in the coming weeks It’s not easy to keep up with all the DJI product launches and rumors of launches at the moment, and the latest device to leak online is the DJI Osmo Nano: a…