Bittu Sharmabittublog.hashnode.dev·12 hours agoSingle Layer Perceptron in TensorFlowwe will be understanding the single-layer perceptron and its implementation in Python using the TensorFlow library. Neural Networks work in the same way that our biological neuron works. Biological neuron has three basic functionality Receive sign...DiscussDeep Learning
Bittu Sharmabittublog.hashnode.dev·12 hours agoDifference between ANN and BNNDo you ever think of what it’s like to build anything like a brain, how these things work, or what they do? Let us look at how nodes communicate with neurons and what are some differences between artificial and biological neural networks. 1. Artifici...DiscussDeep Learning
Fadhil Elrizandaelrizanda.hashnode.dev·Dec 8, 2024Intel Images Classification Using VGG-19Intel image classification is a dataset consist of multiple scene. This dataset have 25,000 images with size 150 × 150 that are labeled for 6 difference categories like buildings, forest, glacier, mountain, sea, and street. The dataset split into 14,...DiscussComputer Vision
Pronod Bharatiyadata-intelligence.hashnode.dev·Dec 6, 2024IID vs. Non-IID Data: Choosing the Right Machine Learning and Deep Learning AlgorithmsIntroduction In the domain of machine learning (ML) and deep learning (DL), a primary assumption upheld by numerous algorithms is that the data is Independent and Identically Distributed (IID). This indicates that each data point is sourced independe...DiscussIID vs Non-IID Data in Machine Learning and Deep LearningIID assumption
David Adenusidavidmide02.hashnode.dev·Dec 6, 2024Unraveling the Mysteries of Neural Networks and Deep LearningImagine trying to teach a computer to recognize your best friend in a crowd, or to understand when you’re feeling happy or sad just by looking at your face. Intriguing, right? Welcome to the fascinating world of neural networks and deep learning—key ...DiscussMachine Learning
Harvey Ducayhddatascience.tech·Dec 5, 2024Uncovering Semantic Relationships with the Universal Sentence EncoderAs the amount of text data we interact with on a daily basis continues to grow, the ability to quickly identify meaningful connections between pieces of information becomes increasingly valuable. This is where semantic similarity models can be incred...DiscussTensorFlow
Alejandro Rodríguezalerodriguez.dev·Dec 3, 2024Deep Dive into LLM Engineering #01: Simplifying Web Summaries with AI1. Introduction In my latest season, I’ve decided to dive into the fascinating world of artificial intelligence. Coming from a broad technological background in application development, cloud architecture, and more, I thought: “Why not explore this f...Discuss·2 likes·95 readsDeep Dive into LLM Engineeringllm
Fadhil Elrizandaelrizanda.hashnode.dev·Dec 2, 2024Understanding VGG Models: A Breakthrough in Deep LearningThe Visual Geometry Group (VGG), led by Karen Simoyan & Andrew Zisserman, introduced the groundbreaking concept of very deep convolutional network for large scale image recognition in 2014. This work invetigated how increasing the depth of convolutio...DiscussComputer Vision
Patel Nayanandroid0is0intresting.hashnode.dev·Dec 2, 2024Python internalsWe use python software/ interpreter: >python chai.py The Byte code of python is fetched by python vm and then run by it. Must watch below video (Hindi) by our teacher Hitesh sir. https://youtu.be/3HTKc-ZgZbg?si=VdIfchhw5vVEjg5c Compile to Byte Co...Discuss·1 likePython
Sujit Nirmalblackshadow.hashnode.dev·Dec 1, 2024Understanding Helper FunctionsHelper functions are small, reusable pieces of code designed to perform specific tasks. In machine learning, they can handle tasks such as data normalization, feature scaling, data splitting, and more. By abstracting these tasks into functions, you c...Discusshelper functions in machine learning
