Kashififkash.hashnode.dev·18 hours ago1. Introduction to Deep Learning - McCulloch-Pitts Neuron & PerceptronSource: CS7015/CS6910 of IIT Madras, Prof. Mitesh M. Khapra In the era of computer's infancy, came a brilliant idea that would change the course of history in a very radical way. Let's dive back in history, imagine a world where machines could mimic...Discuss·1 likeDeep Learning
Kuvam Bhardwajkuvambhardwaj.hashnode.dev·Oct 2, 2023Neural Nets for Web Developers #1: Quick Start w/ TensorFlowIntroduction In this multiple-part series of posts, I plan to introduce the concepts of Deep Learning to my fellow web developers. In this post, we'll start from the very first question that arises after hearing the word Neural Nets "What is a Neural...DiscussTensorFlow
Mehdi Mehrimehdialimehri.hashnode.dev·Oct 2, 2023Introduction: Enhancing Brain Tumor Image Classification Using Deep Learning and Image Augmentation TechniquesThis 4 parts series of articles excluding the introduction, will go through the development of my proposed system for cerebral tumor classification which I worked on for my master's degree. For my final year, I wanted to work on a big project that wo...DiscussEnhancing Brain Tumor Image Classification Using Deep LearningDeep Learning
Sachin PalforTeam - GeekPythonteamgeek.geekpython.in·Oct 1, 2023Practical Examination: Impact of Learning Rate on ML and DL Model's PerformanceIn this tutorial, you'll look at how learning rate affects ML (Linear Regression Model) and DL (Neural Networks) models, as well as which adaptive learning rate methods best optimize neural networks in deep learning. What is the Learning Rate? Learni...DiscussMachine Learning
Abdullah Muhammad Moosanulltoinfinity.hashnode.dev·Sep 30, 2023Concept Drift and Data Drift in Machine LearningMachine Learning models are great when they have high accuracy. However, when deploying to the real world, it is often observed that the accuracy is not as high as it was during the training environment. This type of scenario is usually associated wi...Discussconceptdrift
Syed Hasangenblogs.hashnode.dev·Sep 29, 2023Mastering Diffusion Models: Your Road-map from DDPM to Stable Diffusion to Dreambooth and Beyond"Introduction This blog is a part of the “Road-maps for Generative AI” series and in this blog, we will be starting from the absolute basics of neural networks and guiding you through the pre-requisites, fundamentals of diffusion models to SOTA diffus...DiscussAI
Scofield IdehenforLearnHub Bloglearnhubafrica.hashnode.dev·Sep 29, 2023Data Analysis with SQLIntro In this project, we will analyze data for a telecom company called Techconnect. At the end of this project, you will have a fair understanding of how to approach data analysis when working with a large database. Why Use SQL? Before we dive into...DiscussSQL
Flora Oladipupowritewithshasha.hashnode.dev·Sep 26, 2023My Akwaaba to Akyiri story: A Personal Reflection of Deep Learning IndabaJourneying through the thoughts penned down by a witness of a wonderful event brings the need to see through the eyes of the writer and this entails understanding every choice of words used and this starts with the title of the article. “Akwaaba” and...Salim Oyinlola and 1 other are discussing this2 people are discussing thisDiscuss·19 likes·117 readsDeep Learning
Sanjay Msanjay1080.hashnode.dev·Sep 26, 2023Machine Learning (Part 7): Understanding Generative Adversarial Networks (GANs)Welcome back to our Machine Learning journey! In this part of the series, we're delving into Generative Adversarial Networks, often abbreviated as GANs. Much like an artist learning to create lifelike paintings, GANs are designed to generate data tha...DiscussMachine Learning GuideMachine Learning
Mahbub Bellomahbubbello.hashnode.dev·Sep 25, 2023Improving Breast Cancer Classification with Python and VisualisationsBreast cancer is a significant health concern worldwide, and early detection plays a crucial role in saving lives. Machine learning can assist in this process by predicting whether a tumour is malignant or benign based on its features. In this blog p...DiscussData Science
