Hadoop Framework
Hadoop Framework: The Backbone of Big Data’s Legacy and Its Future Introduction: When Data Outgrew the Database A decade ago, one of my first data engineering gigs involved loading tens of gigabytes [...]
Custom Web UI Applications
Custom Web UI Applications: Designing Digital Experiences That Define Brands Introduction: From Templates to Tailored Experiences Picture this — you visit two different websites selling similar products. One looks generic, using the [...]
GraphQL
GraphQL: Redefining How We Communicate with APIs The Story of a Developer’s Frustration Imagine this: you’re a developer building a sleek, data-driven dashboard. You pull data from multiple REST APIs — user profiles, [...]
Regression Model
Regression Models: The Backbone of Predictive Analytics Explained “If you can’t measure it, you can’t improve it.” That’s the timeless mantra behind analytics. In today’s data-driven world, we’re surrounded by numbers — from [...]
Random Forest
Why Random Forest is a Game-Changer in Machine Learning Imagine standing in a dense forest. Each tree is unique, but together they form a complex ecosystem. Now, imagine if each tree could make [...]
Rasterio
Rasterio: Making Geospatial Data Easy in Python Imagine trying to read a satellite image, but the pixels are scattered across multiple files with different coordinate systems. Now imagine being able to open that [...]
Transformers for Semantic Embeddings
Why Your AI Finally Understands You!? Transformers for Semantic Embeddings Introduction: Why Keywords Aren’t Enough Anymore Imagine you’re shopping online and type “laptop with good battery for travel” into the search bar. [...]
Amazon EC2 Inf1 Instances
The Hidden Cost of AI: Why Model Inference is the Real Battleground The spotlight in AI is always on the breakthrough—the massive model trained; the world record is broken. But for businesses, the [...]
Custom Classification Models
Unlocking the Power of Custom Classification Models: A Comprehensive Guide In today’s digital-first world, organizations are drowning in data. Every click, every transaction, every social media post generates information that could be a [...]
Tenserflow on AWS
From Idea to Intelligence: Supercharging TensorFlow for Production on AWS The Great Leap from Notebook to Net Profit In the world of AI, there's a chasm between a promising experiment run in a [...]