Machine Learning Archives

Artificial Intelligence, Machine Learning

Getting Started with Vector Embeddings in Machine Learning

Posted on July 15, 2025 by Rupendra Choudhary

Understanding Vector Embeddings in Machine Learning If you’ve ever dived into the world of machine learning, you’ve probably come across the term “embeddings.” It sounds fancy, maybe even a bit intimidating, but trust me—it’s one of the coolest concepts in AI, and it’s not as c...

Image to Text: What It Is, How It Works, Benefits, and Examples

Posted on May 22, 2025 by Sandeep Kumar

In today’s digital era, extracting text from images has become essential for businesses, researchers, and everyday users. Image-to-text technology powered by optical character recognition (OCR) enables machines to convert printed or handwritten text into editable and searchable digital formats...

How AI and Machine Learning Power Modern EDR Solutions?

Posted on May 20, 2025 by Sandeep Kumar

Everyone throws around terms like AI and machine learning these days, but when it comes to cybersecurity, especially endpoint protection, these aren’t just fancy tech talk. They’re doing real, heavy-duty work behind the scenes. Modern EDR isn’t about waiting for something bad to happen. It’s...

The Impact of AI on Workforce Transformation in Outsourcing

Posted on April 25, 2025 by Sandeep Kumar

Introduction For years, companies have grown to become outsourcing to reduce expenses and faucet into international expertise. But now, it’s no longer pretty much humans. Businesses are trying to outsource AI improvement, leverage AI outsourcing services, and team up with an AI outsourcing organiz...

Application, Artificial Intelligence, Machine Learning

Machine Learning Model Training: The Complete Beginner’s Guide

Posted on February 19, 2025 by Sandeep Kumar

Machine learning (ML) is transforming industries by enabling computers to learn from data and make predictions without explicit programming. From recommendation systems to fraud detection, ML models are at the core of modern applications. However, the effectiveness of an ML model depends on how well...

Artificial Intelligence, Machine Learning

How Much Data Does AI Need? What to Do When Your Datasets Are Limited?

Posted on January 23, 2025 by Sandeep Kumar

Some say, “Data is the new oil,” or “Extra is always a plus.” Then, you’ll hear some say, “Small data is the next big thing.” So you wonder, “Who should I follow?” Truth is, neither is right nor wrong. First, rather than worry about the amount of dat...

Machine Learning, Natural Language Processing

Building a Text Summarizer Using Flask and BART with Google Colab and Ngrok

Posted on December 30, 2024 by Rupendra Choudhary

In this blog post, I’ll walk you through how to set up a simple project that summarizes text using BART, a powerful model developed by Facebook AI Research (FAIR) and available via Hugging Face’s model hub. We’ll use Flask as the backend server and leverage Google Colab’s GPU resources for f...

Artificial Intelligence, Machine Learning, Natural Language Processing

Building an AI-Powered Image Generation App Using Stable Diffusion

Posted on December 17, 2024 by Rupendra Choudhary

In this tutorial, I’ll walk you through building an AI-powered image generation application that uses Stable Diffusion for creating images based on user prompts. By leveraging Google Colab’s free GPU, we’ll use Stable Diffusion to perform the heavy computations and then connect it to a Flask w...

Application, Machine Learning, Natural Language Processing

Building a Powerful QA System with RAG Pipeline: A Step-by-Step Guide

Posted on December 14, 2024 by Rupendra Choudhary

Retrieval-Augmented Generation (RAG) pipelines are transforming the way we handle complex question-answering tasks. By combining the precision of information retrieval with the creativity of natural language generation, these systems can deliver contextually accurate answers from large collections o...

How to deploy AI model efficiently on Google Cloud Platform (GCP) IN 2025

Artificial Intelligence, Machine Learning

How to deploy AI model efficiently on GCP in 2025

Posted on November 4, 2024 by Sandeep Kumar

After developing an AI model, the last step consists of deploying your AI model on your preferred cloud platform. Once you deploy your AI model, it will be moved from the research environment and integrated into the production environment as a live AI application. Therefore, the best AI development ...