Machine Learning

Looking under the hood to understand the basic concepts behind ChatGPT — There’s so much excitement, anticipation, and anxiety about ChatGPT recently, but not really much that explains how it works. For sure, there are a lot of technical papers and such, but for the average man in the street, they can be a bit daunting. This article aims to present a…

Interest in content understanding and language models is typically rooted in a genuine love for stories, narrative styles and linguistic nuances. A few years ago, I found myself engaged in the task of compiling a list of lesser-discussed challenging problems within the field of content understanding. That’s when I stumbled…

The model is augmented with APIs from Torch Hub, TensorFlow Hub and HuggingFace. — I recently started an AI-focused educational newsletter, that already has over 160,000 subscribers. TheSequence is a no-BS (meaning no hype, no news, etc) ML-oriented newsletter that takes 5 minutes to read. The goal is to keep you up to date with machine learning projects, research papers, and concepts. Please give…

Short reflection and highlights Summarizing my thoughts and experiences during the transformative first year of my Master’s program in HealthTech, Fall 2022 — Spring 2023. To see only highlights, scroll all the way down. Firstly, I have to mention the most important part. Cornell Tech has allowed me to meet…

INTRODUCTION In this, we dive into the depths of Principal Component Analysis (PCA), a powerful mathematical technique for dimensionality reduction and data visualization. In this, we demystify the underlying mathematical concepts and walk you through the step-by-step process of implementing PCA. From eigenvectors to eigenvalues, covariance matrices to singular value decomposition…

In the world of finance, predicting the movement of stock prices can be a valuable tool for investors and traders. One approach to this problem is to use machine learning algorithms, such as decision trees, to learn patterns from historical data and make predictions about future price movements. The asset…

With full context, data becomes a story, a prophecy, a compass pointing to the most lucrative business strategies! We all agree that Data Is Worthless Without Context, but when is enough context enough? In an era driven by data, it’s no longer sufficient to simply collect and analyze. To truly…

Debate & Conquer — What if… Marvin Minsky was right? In his 1986 book The Society of Mind, Minksy, the founder of MIT’s AI laboratory, presented his theory of how the mind works. He proposed that it is not a single entity but rather a complex system composed of many smaller, simpler processes that…

Is Shiny the only way to develop web applications in R? That’s what I used to believe. But there are three powerful and easier alternatives that you should know about. Pros and Cons of each alternative: 1. OpenCpu Pros: you can use your R model as is without any change and plug…