from SHIFT ASIA
Deep Learning: Concepts and Applications
members

Deep Learning: Concepts and Applications

Deep learning, a branch of machine learning, employs multilayered neural networks—known as deep neural networks—to mimic the complex decision-making abilities of the human brain. It powers many of tod
MINATO Nguyen
An Overview of Supervised Learning
members

An Overview of Supervised Learning

Supervised learning is a machine learning approach that trains AI models using datasets where inputs are paired with human-labeled outputs. The model learns the connections between these inputs and ou
MINATO Nguyen
Retrieval-Augmented Generation (RAG): A Comprehensive Guide to Smarter, More Accurate AI
members

Retrieval-Augmented Generation (RAG): A Comprehensive Guide to Smarter, More Accurate AI

Large Language Models (LLMs) like GPT-4, Claude, LLaMA, and Mistral have revolutionized natural language processing (NLP), enabling tasks such as text generation, summarization, code writing, and ques
King
King
Build a Simple CRUD API Using FastAPI (Python)
members

Build a Simple CRUD API Using FastAPI (Python)

Here is how to create a basic CRUD (Create, Read, Update, Delete) API using FastAPI with in-memory storage (no database required for now). Main targetCreate a simple app with FastAPI to manage a list
Tinker
Explain React reconciliation
members

Explain React reconciliation

Reconciliation is a process in React that helps it update the UI efficiently. Whenever something changes in your app, like the data or state, React needs to update the web page to reflect those change
Gavin Huynh
Gavin Huynh
Understanding the Core Concept of Machine Learning
members

Understanding the Core Concept of Machine Learning

Machine learning (ML) is behind many of the tools we rely on daily—think recommendation systems or voice assistants. But what is it, exactly? In short, ML is a branch of artificial intelligence (AI) t
MINATO Nguyen
Comparing Error Handling in Go and JavaScript: Explicit Returns vs. Try-Catch
members

Comparing Error Handling in Go and JavaScript: Explicit Returns vs. Try-Catch

Error handling is a critical aspect of programming, ensuring applications are robust and resilient to failures. Different languages adopt distinct philosophies for managing errors, shaped by their des
King
King
GraphQL vs REST API: What’s their difference?
members

GraphQL vs REST API: What’s their difference?

APIs are the backbone of modern web and mobile applications, enabling communication between frontend and backend systems. Two major approaches to building APIs are REST (Representational State Transfe
Tinker
React Performance Tips: Leveraging useMemo for Smarter Re-renders
members

React Performance Tips: Leveraging useMemo for Smarter Re-renders

If you've been working with React for a while, you've probably heard someone suggest using useMemo to improve performance. Maybe you've even used it yourself without being entirely sure whether it was
Rito Nguyen
Mastering Custom Decorators and Metadata in NestJS
members

Mastering Custom Decorators and Metadata in NestJS

NestJS is a powerful, opinionated framework for building scalable Node.js applications. One of its most advanced and flexible features is custom decorators powered by TypeScript metadata reflection. I
Ralph Nguyen