Machine Learning

April 2025
M	T	W	T	F	S	S
	1	2	3	4	5	6
7	8	9	10	11	12	13
14	15	16	17	18	19	20
21	22	23	24	25	26	27
28	29	30

How I Turned My Company’s Docs into a Searchable Database with OpenAI

8 months ago6 months ago030 mins

For the past six months, I’ve been working at series A startup Voxel51, a and creator of the open source computer vision toolkit FiftyOne. As a machine learning engineer and developer evangelist, my job is to listen to our open source community and bring them what they need — new features, integrations, tutorials, workshops, you name…

How to Build an AI App: Beginner’s Guide to AI App Development

8 months ago6 months ago022 mins

AI (Artificial Intelligence) is the new buzzword, and the world cannot seem to get over it anytime soon. While AI technology has been around for quite some time now, the advent of tools like ChatGPT and Bard has led to a spike in discussions around Artificial Intelligence and Machine Learning. There is a sudden wakefulness…

Fine-Tuning a Vision Transformer Model for IAB Content Taxonomy Classification

8 months ago3 weeks ago024 mins

In today’s digital age, with technical constraints and legal regulations constantly increasing, the need for contextualizing content to personalize ads while ensuring user privacy has never been so important. Moreover, advertisers strive to maintain a positive and trustworthy association between their brand and the content in which their ads are displayed. Thus, categorizing text, images…

Vision Transformer (ViT) Implementation: Continuing from Positional Encoding

8 months ago6 months ago026 mins

Vision Transformers (ViT), since their introduction by Dosovitskiy et. al. [reference] in 2020, have dominated the field of Computer Vision, obtaining state-of-the-art performance in image classification first, and later on in other tasks as well. However, unlike other architectures, they are a bit harder to grasp, particularly if you are not already familiar with the Transformer model…

Understanding Convolutional Neural Networks (CNNs)

8 months ago6 months ago04 mins

In machine learning, a classifier assigns a class label to data points, such as identifying objects in an image. A Convolutional Neural Network (CNN) is a specialized type of neural network that excels at this task, particularly for image data. Components of a CNN: How CNNs Work: Hyperparameters: Interactive Features: Implementation and Development: CNN Explainer…

Education

Introduction to Web Scraping

9 months ago4 months ago09 mins

Web scraping is a powerful technique used to extract data from websites. While many websites restrict users from saving data for personal use, web scraping offers a way around this limitation. This article provides a comprehensive overview of web scraping, covering its uses, techniques, tools, legal considerations, challenges, and future prospects. What is Web Scraping?Web…

Computer Vision – Introduction

9 months ago4 months ago07 mins

Ever wondered how are we able to understand the things we see? Like we see someone walking, whether we realize it or not, using the prerequisite knowledge, our brain understands what is happening and stores it as information. Imagine we look at something and go completely blank. Into oblivion. Scary right? Well, the secret behind…

Introduction to Deep Learning

9 months ago6 months ago323 mins

In the fast-evolving era of artificial intelligence, Deep Learning stands as a cornerstone technology, revolutionizing how machines understand, learn, and interact with complex data. At its essence, Deep Learning AI mimics the intricate neural networks of the human brain, enabling computers to autonomously discover patterns and make decisions from vast amounts of unstructured data. This…

Data Science for Beginners: A Comprehensive Guide to Getting Started

9 months ago4 months ago016 mins

Data Science is a domain that comprises many sub-domains such as artificial intelligence, machine learning, statistics, data visualization, and analytics as well as provides practical examples and exercises to help you apply these concepts in the real world. Over the past few years, there has been tremendous demand for data scientists. To improve business efficiency it…

Understanding ChatGPT: How It Works and What It Can Do

9 months ago6 months ago055 mins

Here’s the human-written answer for how ChatGPT works. ChatGPT has been a household name for less than two years, so it’s no surprise that lots of people are still unsure how it works. If I didn’t have to write about it so much, I probably would be too. So let’s dial things back: to understand how…