Welcome to my blog. I'm a machine learning and web developer enthusiast. I write about machine learning, web development, and other tech-related topics.
Explore how I tackled my first 60 days at Keeper Security, focusing on understanding team needs and deploying new risk analysis tools to strengthen our cybersecurity defenses.
How do neural networks learn? Lets explore backpropagation and gradient descent and their critical roles in updating weights through the lens of loss minimization.
Unlock the fundamentals of Multi-Layer Perceptrons (MLPs) with a hands-on approach, exploring a seven-layer network example and exploring forward propagation.
Learn how neural networks handle batches of inputs, using three different input vectors to demonstrate the application of weights across a batch for efficient computation.
Dive deeper into neural network architecture by adding and understanding the computations involved in a hidden layer, laying the groundwork for more complex networks.