Streamline your MLOps workflows with CI/CD pipelines using GitHub Actions for automated testing, model training, and deployment ..read more

Beginner's guide to setting up GitHub for MLOps with workflows, principles ..read more

Introduction to MLOps and GitHub Actions: Learn the essentials of MLOps and how to build efficient pipelines using GitHub Actions ..read more

In honor of International Women's Day, I am thrilled to shine a spotlight on the remarkable women shaping the tech landscape, both within Women Who Code Singapore and beyond. Join me as we delve into inspiring stories, celebrate achievements, and champion diversity in the tech industry. Happy International Women's Day! Prashanthi Balakrishnan, Data Engineer Challenges/achievements in current role I currently work as a Data Engineer at Meta, Singapore and a lot of my work involves building data products/ data assets to facilitate analytics and influence business decisions. Through Data Enginee ..read more

Recently, the StackOverflow's 2023 Developer Survey revealed that written mediums, such as blogs and written tutorials, are among the top 5 preferred methods for developers to learn. In other words, this suggests that Hashnode could become the go-to platform for developers' learning needs. As a Hashnode user for over 3 years, I can confidently say that Hashnode is the best blogging platform and community for developers. When I learned about the Hashnode APIs Hackathon, I thought this would be an excellent opportunity to showcase my idea of building Hashnode Academy - a learning hub for develop ..read more

Welcome back! In this article, I'll guide you through a step-by-step of building a Guestbook feature for your Next.js website. In the previous article, we have covered the following: Set up Next.js website Set up Firestore database in Firebase Set up GitHub OAuth authentication Implementation of fetching, displaying and posting comments Implementation of authentication Let us continue where we left off and start implementing Perspective API to moderate content for our guestbook. What is Perspective API? The Perspective API is a machine learning model developed by Jigsaw, a subsidia ..read more

It's always great to be able to customize your personal website. A guestbook is a classic and interactive way for visitors to leave their mark on your website. It's a virtual space where users can share their thoughts, feedback, or simply say hello. In this article, I'll guide you through a step-by-step of building a Guestbook feature for your Next.js website. We'll be learning and using these following technologies to make this happen: next-auth: A versatile authentication library for Next.js applications, simplifying the implementation of various authentication providers. Users must login ..read more

Having written many blog articles for over 3 years now, I am often asked by my readers: Should I start a tech blog now? How do I grow my audience in 2024? Hello everyone! Welcome to another article on Victoria's Blogging Tips, a series dedicated to helping new bloggers overcome common challenges in blogging. In this article, let me answer the question: Is tech blogging still relevant in 2024? Analyzing 'Relevant' To answer this question, let us first understand what it means to be 'relevant'. Here's the official definition from Oxford: relevant: appropriate to the current time, period, or cir ..read more

Having written many blog articles for over 3 years now, I am often asked by my readers: Should I start a tech blog now? How do I grow my audience in 2024? Hello everyone! Welcome to another article on Victoria's Blogging Tips, a series dedicated to helping new bloggers overcome common challenges in blogging. In this article, let me answer the question: Is tech blogging still relevant in 2024? Analyzing 'Relevant' To answer this question, let us first understand what it means to be 'relevant'. Here's the official definition from Oxford: relevant: appropriate to the current time, period, or cir ..read more

Another year has come to an end. This has been one of the most eventful years I've ever had, which means it is time for a recap! Hello everyone! If you found this article, thank you! This will mainly be my yearly self-evaluation article, so feel free to skip to the 'Special Thanks' section at the bottom if it's too long to read. This Year's Focus: Expanding beyond online The past 3 years writing and publishing articles regularly has given me a lot of opportunities to meet amazing people online. This year, now that the pandemic has got better and a lot of offline restrictions were lifted, I too ..read more