Sentiment analysis using cloud services
Sentiment Analysis Using Cloud Services: A Detailed Guide Introduction: Sentiment analysis is a natural language processing (NLP) task that aims to determine the sentiment expressed in a piece of text,….
Tag: AWS
End-to-end ML pipeline on AWS Sage Maker
An end-to-end machine learning (ML) pipeline is a series of processes or stages that help to manage and automate the entire lifecycle of ML models—from data collection and preprocessing to….
Training custom models using cloud GPUs/TPUs
Training custom machine learning (ML) models using cloud-based accelerators such as Graphics Processing Units (GPUs) and Tensor Processing Units (TPUs) offers significant advantages in terms of performance, scalability, and cost-effectiveness…..
Speech-to-text models using AWS Transcribe
Amazon Transcribe is a fully managed automatic speech recognition (ASR) service provided by AWS, enabling developers to add speech-to-text capabilities to applications. It converts both real-time and recorded speech into….
Infrastructure as Code (IaC) with Terraform
Sure! Here’s an in-depth, fully detailed explanation of Infrastructure as Code (IaC) using Terraform, broken down into comprehensive steps and covering more than 3000 words. The explanation covers Terraform from….
Bulkhead pattern in microservices
Bulkhead Pattern in Microservices: A Comprehensive Guide Introduction In modern cloud-native applications, particularly those built using a microservices architecture, one of the greatest challenges is ensuring resilience and fault tolerance…..
CQRS (Command Query Responsibility Segregation) on cloud
CQRS (Command Query Responsibility Segregation) on Cloud: A Comprehensive Guide Introduction In modern cloud-based applications, especially those built using microservices architecture, the challenges of managing complex data and ensuring scalability….
Platform engineering on cloud
Platform Engineering on Cloud: A Detailed Guide Table of Contents 1. Introduction What is Platform Engineering? Platform engineering is the discipline of designing, building, and managing platforms that enable software….
Launching Hackathons using cloud
Launching Hackathons Using Cloud: A Comprehensive Guide Hackathons are a fantastic way to bring together developers, designers, and entrepreneurs to solve real-world problems, explore new technologies, and foster innovation. Traditionally,….
Design a cloud-based document OCR solution
Designing a Cloud-Based Document OCR Solution Table of Contents 1. Introduction In the modern digital age, documents are often stored in physical form, making it difficult to retrieve, search, or….