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AiOps School

Uncategorized

What is FastAPI?

Posted on June 29, 2025June 29, 2025 | by Rajesh Kumar

FastAPI is a modern, high-performance web framework for building APIs with Python 3.7+. It’s especially popular in the machine learning […]

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Uncategorized

What is TorchServe

Posted on June 29, 2025June 29, 2025 | by Rajesh Kumar

TorchServe is an open-source model serving framework developed by AWS and Meta (formerly Facebook) for deploying PyTorch models in production […]

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Uncategorized

What is Seldon Core

Posted on June 29, 2025June 29, 2025 | by Rajesh Kumar

Seldon Core is an open-source platform for deploying, scaling, and managing machine learning models on Kubernetes. It is designed to […]

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Uncategorized

What is KFServing?

Posted on June 29, 2025June 29, 2025 | by Rajesh Kumar

KFServing is an open-source project designed to simplify and standardize serving machine learning models on Kubernetes. It is now part […]

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Training

What is TensorBoard?

Posted on June 29, 2025February 17, 2026 | by Rajesh Kumar

TensorBoard is a powerful visualization tool that comes with TensorFlow, the popular machine learning library developed by Google. It is […]

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Training

An Introduction of Scale AI

Posted on June 11, 2025February 17, 2026 | by Rajesh Kumar

Scale AI is an American AI infrastructure company founded in 2016 and based in San Francisco. It specializes in data labeling […]

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Medical Tourism: A Booming Global Healthcare Phenomenon

Posted on June 6, 2025 | by Rajesh Kumar

In the last decade, medical tourism has evolved from a niche market to a global industry worth billions of dollars. […]

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Training

MLFlow Components

Posted on April 6, 2025February 17, 2026 | by Rajesh Kumar

Here’s a short, simple introduction to each of the 4 core components of MLflow: 🚀 1. MLflow Tracking 📦 2. […]

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Uncategorized

Most Popular MLflow Deployment (2025 Ranking)

Posted on April 6, 2025 | by Rajesh Kumar

The popularity of MLflow deployments really depends on the audience — individual developers vs. enterprise teams — and cloud ecosystem […]

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Training

MLflow using Laptop vs Databricks vs Azure Vs SageMaker vs Kubernetes

Posted on April 6, 2025February 17, 2026 | by Rajesh Kumar

✅ 1. MLflow Local (Laptop) 📌 What it is: A standalone installation of MLflow on your personal laptop or local […]

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Training

The Complete MLOps Lifecycle: Phases, Tools, and Simple Explanations

Posted on April 5, 2025February 17, 2026 | by Rajesh Kumar

Here’s a fully merged, polished, and accurate guide that combines both the MLOps phases with tool recommendations and simple, clear […]

1 Comment on The Complete MLOps Lifecycle: Phases, Tools, and Simple Explanations
Training

MLflow vs Kubeflow: Side-by-Side Comparison

Posted on April 5, 2025February 17, 2026 | by Rajesh Kumar

Here’s a detailed parameter-wise comparison of MLflow vs Kubeflow — two popular tools in the MLOps ecosystem, often used in […]

1 Comment on MLflow vs Kubeflow: Side-by-Side Comparison
Training

MLflow vs TensorBoard: Detailed Parameter-wise Comparison

Posted on April 5, 2025February 17, 2026 | by Rajesh Kumar

Sure! Here’s a detailed, side-by-side comparison of MLflow and TensorBoard, evaluated across key parameters that matter in machine learning workflows: […]

3 Comments on MLflow vs TensorBoard: Detailed Parameter-wise Comparison
Uncategorized

MLflow Deployment on Various Clouds: A Quick Overview

Posted on April 5, 2025 | by Rajesh Kumar

Great question! Deploying MLflow on various cloud platforms enables centralized tracking, model registry, and production-ready serving. Below is a complete […]

2 Comments on MLflow Deployment on Various Clouds: A Quick Overview
Uncategorized

Best alternative of MLFlow

Posted on April 5, 2025 | by Rajesh Kumar

If you’re looking for a close alternative to MLflow, meaning a tool that provides similar experiment tracking, model registry, and […]

2 Comments on Best alternative of MLFlow
Training

Working of Machine Learning Models: A Comprehensive Guide

Posted on March 3, 2025February 17, 2026 | by Rajesh Kumar

Introduction to Machine Learning Machine Learning (ML) is a subset of Artificial Intelligence (AI) that enables systems to learn patterns […]

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Uncategorized

Step-by-Step Guide: Setting Up & Implementing OpenRouter for AI Model Selection

Posted on January 29, 2025 | by Rajesh Kumar

Step-by-Step Guide: Setting Up & Implementing OpenRouter for AI Model Selection 🚀 In this guide, you’ll learn how to set […]

2 Comments on Step-by-Step Guide: Setting Up & Implementing OpenRouter for AI Model Selection
Uncategorized

What is OpenRouter?

Posted on January 29, 2025 | by Rajesh Kumar

What is OpenRouter? OpenRouter is a decentralized, open-source routing framework designed to optimize network traffic, API requests, and AI model […]

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Uncategorized

What is an AI Agent?

Posted on January 28, 2025 | by Rajesh Kumar

An AI agent is an autonomous system or program designed to perform tasks or make decisions on behalf of users […]

2 Comments on What is an AI Agent?
Deepseek

What is DeepSeek R1?

Posted on January 28, 2025January 28, 2025 | by Rajesh Kumar

DeepSeek R1 is China’s latest open-source AI model, developed by DeepSeek AI, an AI research lab based in Hangzhou. It […]

1 Comment on What is DeepSeek R1?

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