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This course starts with the question "If I had been on the Titanic, could I have survived?" and completes a full-stack project that develops an AI model to predict survival probability based on actual data and serves it as a web service. You'll practice the entire process of AI and web development, from deep learning modeling using PyTorch, building a backend server with FastAPI, to implementing a user interface with Next.js.

dakgangjung123

What if I had been on the Titanic?! Building an AI Web Service to Predict Survival Probability with PyTorch & Next.js

ADK123, thank you so much for the first review and 5-star rating!
Your valuable feedback gives me great strength. I will repay you with even better lectures in the future.

실습 중심

ai in practice

AI 활용법

backend basics

백엔드이해하기

deploy basics

처음하는배포

pytorch

입문

초급

중급이상

파이썬

Python

Deep Learning(DL)

파이토치

PyTorch

넥스트 제이에스

Next.js

FastAPI

Ch.0 Lecture Introduction and Basic Setup

Ch.1 (AI) Implementation Flow Introduction and Google Colab Usage

Ch.2 (AI) Google Colab AI Model Training (Part 1)

Ch.3 (AI) Google Colab AI Model Training (Part 2)

Ch.4 (Backend) Generated AI Model Training and Backend Integration

Ch.5 (Frontend) Main Page Creation (Part 1)

Ch.6 (Frontend) Creating the Main Page (Part 2)

Ch.7 (Frontend) Creating Prediction Page

Ch.8 (Full Stack) Connecting Frontend & Backend Predictions

Ch.9 (Full Stack) Purchasing a Boarding Pass Ticket from 1912

Ch.10 (Full Stack) Community Board Feature Implementation

Ch.11 (Full Stack) Admin Page and Statistics Visualization (Part 1)

Ch.12 (Full Stack) Admin Page and Statistics Visualization (Part 2)

Ch.13 (Frontend) Multi-language Support Feature Development (Upload Complete!)

Ch.14 (Frontend) SEO Optimization and Google Search Console Registration (Upload Complete!)

Ch.15 Domain Purchase and Deployment (Upload Complete!)