Insung’s Tech Journal

📌 AI-Powered Quantitative Investment System 1. Project Overview 1.1 Project Name AI-Powered Quantitative Investment System 1.2 Project Objective* This project aims to develop a quantitative investment system leveraging AI and data analysis to optimize stock market strategies. The initial phase focuses on stock price prediction using OpenAI A... Read More

like the divide-and-conquer method, solves problems by combining the solutions to subproblems. typically apllies to optimization problems. To develop a dynamic-programming algorithm, follow a sequence of four steps: Characterise the structure of an optimal solution. Recursively define the value of an optimal solution. ... Read More

This chapter will familiarise you with the framework we’ll use throughout the book to think about the design and analysis of algorithms. We’ll begin by examining the insertion sort algorithm to solve the sorting problem. We’ll specify algorithms using a pseudocode that should be understandable to you if you have done computer programming. We’ll ... Read More

What are algorithms? Why is the study of algorithms worthwhile? What is the role of algorithms relative to other technologies used in computers? This chapter will answer these questions. 1.1 Algorithms Definition of an Algorithm: An algorithm is a sequence of computational steps that transform the input into the output. The algorithm des... Read More

Mr Bean - MES (Manufacturing Execution System) 프로젝트 기능 1. AI 기술 도입 OpenAI API를 활용하여 대화형 언어 모델을 제공하고, 실시간으로 생산 공정에 대한 정보를 신속하게 전달합니다. 또한, PandasAI를 이용해 자연어 기반으로 복잡한 데이터 분석을 손쉽게 처리하며, 사용자에게 직관적인 데이터 분석 환경을 제공합니다. 이를 통해 생산량, 불량률 등 다양한 데이터를 보다 효율적으로 분석하고, 이를 기반으로 의사 결정을 지원합니다. 주요 성과: 실시간 데이터 전달: OpenAI 기반의 대화형 언어 모델을 통해 생산 공정에 대한 정보를 간단한 ... Read More