Articles in this series
06/23/23 · Cache Handling (Service Layer → Cache Interceptor) In the existing code, the service layer checked for cached data and returned it if...
06/20/23 · Using AI Model for Emergency Level Prediction: EC2 Server Scale Up t2.micro (free tier) 🚫 Killed: Indicates that the process was terminated...
06/18/23 · 📌 What I tried 1. Using TensorFlow.js and related modules to import Keras h5 model in a TypeScript environment Unable to use .h5 model and...
06/17/23 · 📌 What I did today 1. Writing a report on the AI model training as a pre-mentoring assignment AI Model Training Report 2. Frontend page...
06/16/23 · I conducted four experiments after creating a normalized dataset, and I found that the accuracy significantly improved. Additionally, I...
06/14/23 · 1. Validation of the RNN Model with a Normalized Dataset for Binary Classification You tested the RNN model using the Naver Movie Review...
![[TIL] Cache Handling & Invalidation (feat. Cache Interceptor)](https://cdn.hashnode.com/res/hashnode/image/upload/v1688371622320/3722f9c2-2236-4d28-9c21-be53f1f84185.png?w=1600&h=840&fit=crop&crop=entropy&auto=compress,format&format=webp)
![[TIL] Deploy AI Model Developed w/ Flask API Using AWS EC2 & Connect to Nest.js Project](https://cdn.hashnode.com/res/hashnode/image/upload/v1688371536260/4df56663-ae80-4f6f-a316-7e0911458029.png?w=1600&h=840&fit=crop&crop=entropy&auto=compress,format&format=webp)
![[TIL] Connecting AI model](https://cdn.hashnode.com/res/hashnode/image/upload/v1688371434078/a780dcf9-6ce6-4e19-b0a2-e83792ccbc89.png?w=1600&h=840&fit=crop&crop=entropy&auto=compress,format&format=webp)
![[TIL] RNN Model Report, Frontend page using ejs](https://cdn.hashnode.com/res/hashnode/image/upload/v1688371023145/0d219c2a-e5cf-46f9-bc2b-634bf73db5f0.png?w=1600&h=840&fit=crop&crop=entropy&auto=compress,format&format=webp)
![[TIL] Experiments: Increasing accuracy of RNN model](https://cdn.hashnode.com/res/hashnode/image/upload/v1688370487435/50f4a716-bf6d-4bb5-b0bc-44afd8e6c97e.png?w=1600&h=840&fit=crop&crop=entropy&auto=compress,format&format=webp)
![[TIL] Keep Working on RNN Model Training](https://cdn.hashnode.com/res/hashnode/image/upload/v1688370199321/4e8df7b4-78ba-4358-8e1d-8e9289567ee8.png?w=1600&h=840&fit=crop&crop=entropy&auto=compress,format&format=webp)