SkillDux Seoskilldux.hashnode.dev·Nov 9, 2024Deep Neural networkBeginning with a presentation to Profound RNNs, we investigate their foundational concepts, significance, and operational components. Our travel proceeds with an in-depth examination of engineering, weight initialization strategies, and fundamental h...education
Indu Jawlacoders.hashnode.dev·Oct 14, 2024A Comprehensive Overview of Neural Networks and Their Applications in Modern AINeural networks and deep learning are at the forefront of artificial intelligence (AI) and machine learning (ML), revolutionizing how machines perceive, interpret, and interact with data. This article provides an in-depth look at the fundamental arch...neural networks
Utkarsh Jhacodetarget.hashnode.dev·Aug 25, 2024Introduction to Multilayer Perceptrons: Key Concepts ExplainedImagine being able to impart human-like decision-making, pattern recognition, and even outcome prediction skills to a machine. Introducing Multilayer Perceptrons (MLPs), the foundation of contemporary artificial intelligence and a key to deciphering ...Neural Network
Utkarsh Jhacodetarget.hashnode.dev·Aug 21, 2024Unveiling Google’s Imagen 3: A Leap Beyond DALL-E in AI-Driven Image CreationImagine describing a scene with just a few words and watching as it springs to life before your eyes in breathtaking detail. That’s the wonder of Google’s Imagen 3, the latest marvel in AI image generation. As technology blurs the line between imagin...GoogleImagen3
Debanjan Chakrabortysubspace.hashnode.dev·Jul 28, 2024Predicting Loan Approval Risk: A Comprehensive GuideIntroduction Predicting loan approval risk is a critical task for financial institutions. Accurate predictions can help banks and lenders minimize risks and make informed decisions. In this blog post, we will explore a comprehensive approach to build...prediction
Rashid Ul Haqrashid-ul-haq.hashnode.dev·Jul 2, 2024Building Blocks of neural networks📘 Just finished Chapter 2 of "Deep Learning with Python" by François Chollet! 🚀 This chapter dives deep into the fascinating world of tensors, matrices, and the foundational building blocks of deep learning. Here are some key takeaways: 🔍 Handwrit...Book Bytesfrancois
Emirhan AkdenizforSerpApiserpapi.hashnode.dev·Jun 12, 2024Spiking Neural NetworksIn this blog post, we will discuss the differences between spiking neural networks, and non-spiking neural networks, potential use cases of these algorithms, and open source a simple example script to compare a simple SNN model to an ANN model. At Se...spiking neural networks
Sanika Nandpuresanikanandpure.hashnode.dev·May 19, 2024decision trees vs. neural networksDecision trees/tree ensembles work well on tabular (structured) data, such as the type that you could store in a spreadsheet Neural nets are better than decision trees for learning and making predictions for unstructured data (images, audio, speech,...decisiontree
Prakhar Kumarprakhartechinsights.hashnode.dev·Apr 15, 2024Neural Networks: A Step-by-Step GuideNeural networks are the backbone of deep learning, enabling machines to learn from data and make intelligent decisions. In this comprehensive guide, we'll unravel the complexities of neural networks step by step, providing a detailed explanation alon...AI/ML Blog By PrakharDeep Learning
Temitope Ologunbabaprevent.hashnode.dev·Feb 23, 2024The Mathematics of Neural NetworksUnderstanding the mathematics behind neural networks is essential for effectively working with and improving these models. A solid mathematical foundation will help you grasp how neural networks operate and facilitate your ability to design and optim...48 readsMathematics
