bytes-of-learning-ai.hashnode.dev📚 Day 3: Activation Functions - Bringing Life to Neural NetworksSo far, we’ve explored how neural networks are built from neurons, layers, weights, and bias. But there’s one more essential piece: activation functions. Without them, no matter how complex your network is, it will act like a simple equation. Activat...May 2, 2025·2 min read
bytes-of-learning-ai.hashnode.dev📚 Day 2: Weights and Bias in Neural Networks - The Real LearnersIn the previous post, we explored how neural networks are made of neurons and layers. But what makes a neural network actually learn from data? The answer lies in two key components: weights and bias. What Are Weights? Weights represent the importanc...May 1, 2025·2 min read
bytes-of-learning-ai.hashnode.dev📚 Day 1: Neural Networks - Neurons and LayersNeural networks are the backbone of modern AI — powering everything from voice assistants to self-driving cars. But before diving into complex architectures, let’s understand the two most basic and essential components: neurons and layers. What Is a ...Apr 30, 2025·2 min read
sql-to-ai-my-learning-path.hashnode.dev📚 Day 3: The Building Blocks of SQL: Exploring Core Command TypesHello readers ! 👋🏻 Today, I began exploring the different types of SQL commands by watching a helpful tutorial. What surprised me was learning that SQL has over 12 command types and around 900 keywords, yet in real-world applications, we frequently...Apr 29, 2025·2 min read
sql-to-ai-my-learning-path.hashnode.dev📚 Day 2 of My Learning Journey: Why Normalization Matters: Data Anomalies ExplainedHello readers! 👋🏻 In my last article, I explored the basics of database normalization — the process of organizing data to reduce redundancy and improve integrity. But why is normalization needed in the first place? Today, I learned about data anoma...Apr 28, 2025·3 min read