Dive into the world of machine learning optimization with this personal and
engaging article! Inspired by my kitchen mishaps, I explore the fine
in between perfection and overdoing it in the realm of machine learning.
This article explores popular techniques, their principles, and how they enhance model
performance and convergence. Learn how these algorithms address overfitting and high variance,
paving the way for more accurate predictions.
Explore the fundamentals of machine learning in this series, breaking down
complex tasks into understandable concepts. Whether you're a beginner or
have some experience, grasp the essentials of building machine learning
models. This article simplify equations and unveil the secrets behind
tasks like recognizing faces and predicting stock prices.
This article is an hands-on journey to neural networks. I explained the intricacies of implementation of
neural networks from scratch.
This article is a reflection on a personal journey as an A-Student
navigating the tech industry. It offers guidance to newcomers, sharing my
experiences and lessons learned.
In this article, I unravel the intricacies of data refinement, comparing it to the transformation of
crude oil into petrol. Explore techniques in data wrangling, moving beyond cleaning to extract valuable
insights from raw data.