Hi, I’m Cal, a Computer Engineering student passionate about software development and learning by teaching. My goal is to break down concepts in a simple, beginner-friendly way.
I’m open to collaborations, beginner-friendly coding projects, and discussions about Java, web development, machine learning or even small web based apps. Feel free to reach out for mentorship, project pairing, or to share ideas.
Aug 29, 2025 · 3 min read · In the supervised learning example, we had ages and whether each person liked cartoons (labels: 0 or 1).That was like a teacher giving the machine answers during training. But what happens if we remove the labels? 🤔Now, we just give the machine a li...
Join discussionAug 28, 2025 · 4 min read · Machine learning can sometimes feel abstract. To make it easier, let’s start with a very simple, fun dataset: ages of people and whether they like cartoons or not. We’ll use this to demonstrate how supervised learning works in practice. To summarise ...
Join discussionAug 24, 2025 · 5 min read · For the purpose of our context I am going to define certain terms. The first term is going to be a dataset A dataset is a collection of examples. An example is one item of data. For example: If we’re building a system to recognize animals in picture...
Join discussionAug 24, 2025 · 3 min read · The actual truth is that machines don’t truly learn. What a typical “learning machine” does is find a mathematical formula that maps inputs (training data) to the desired outputs. This formula can often generalise to new, similar data, but it breaks ...
Join discussionAug 23, 2025 · 2 min read · I am excited to invite you to join me on my journey into the world of machine learning, one of the most fascinating and rapidly evolving fields in technology today. Whether you are completely new or have some experience, my goal is to share concise, ...
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