Data, Modeling, Machine Learning – Finance, Blockchain, Electronics
Large Language Models (LLMs) have evolved from text generators into powerful reasoning engines capable of assisting with specialized technical tasks.
Continue reading(AI ML 05) AI LLM-based agents: create an expert for electronic circuit design
In my opinion, the societal impact of efficient fine-tuning techniques matters even more than their technical importance. They help democratize
AI4Finance foundation has several interesting projects on application of AI in finance. One of them is FinGPT, which is introduced
Continue reading(AI ML 03) Fine tuning and application of LLM in finance, FinGPT part 1
Today, we implement a program based on reinforcement learning that uses Bellman Q-learning technique. The technique is based on updating
Continue reading(AI ML 02) Reinforcement Learning, implementing Q Learning
Credit scoring based on machine learning tutorial with two steps, the first one is preprocessing and cleaning data. … Continue reading(AI ML 01) Data analysis and cleaning
Get financial statements of US public companies from EDGAR API to calculate current ratio, leverage, P/E and inventory turnover … Continue reading(Finance 03) 10-K financial statements: analyzing companies’ reports with SEC EDGAR API
Last time we wrote a MATLAB code for determining variances, covariances, and correlations; and then building a portfolio with optimized
Continue readingDelayed correlation analysis (with MATLAB code)
Robots were invented to make our life easy. One of the small projects that I did some time ago, was
In this video we continue web3 and interacting with Ethereum network. We will– see the transactions happening on the network
Continue reading(Web3 03) Finding token buy orders on blockchain
In this video we cover We will also see how to determine daily and annual volatility, risk free rate and
Continue reading(Finance 02) Black-Scholes and Brownian movement option pricing with Web Scraping