Insung’s Tech Journal

This notebook is an exercise in the Introduction to Machine Learning course. You can reference the tutorial at this link. Recap You’ve built a model. In this exercise you will test how good your model is. Run the cell below to set up your coding environment where the previous exercise left off. # Code you have previously used to load data ... Read More

📌 Phase 1.3 - Enhance API Response with Data Formatting & Insights 1. Objectives ✅ Goal Enhance API responses by providing structured, insightful, and easily interpretable data for better decision-making. 🎯 Key Tasks Refine API Response Structure: Enhance response structure with clear formatting. Include Performance Metrics: Add AP... Read More

This notebook is an exercise in the Introduction to Machine Learning course. You can reference the tutorial at this link. Recap So far, you have loaded your data and reviewed it with the following code. Run this cell to set up your coding environment where the previous step left off. # Code you have previously used to load data import panda... Read More

1. Objectives ✅ Goal: Integrate PostgreSQL Database to Store Stock Data 🎯 Key Tasks: 1️⃣ Set Up PostgreSQL Database: Prepare database and schema for stock data storage. 2️⃣ Develop FastAPI Endpoints: APIs for storing and retrieving stock data. 3️⃣ Validate Data Storage and Retrieval: Ensure the accuracy and reliability of stored data. 4️⃣ Imple... Read More

📌 Phase 1.1 - Implement OpenAI API-based stock prediction functionality in FastAPI 1. Objectives ✅ Goal: Implement OpenAI API-based stock prediction functionality in FastAPI 🎯 Key Tasks: 1️⃣ Verify API Endpoints: Ensure OpenAI API & Yahoo Finance API return expected results. 2️⃣ Develop FastAPI Endpoint for AI-Based Stock Prediction 3️⃣ T... Read More