AlexzapInvestment Asset Ranking/Classification with Class Performance, ML Clustering & Anomaly DetectionDiversifying investment portfolios with asset ranking/classification analysis (viz. class annual performance, ML clustering & anomaly…10h ago10h ago
AlexzapStock Time Series Forecasting in a Nutshell: AI/ML Regression/Classification, Statistical Modeling…Zero to hero use-case examples of learning-based forecasting future stock prices based on historical financial data and various explanatory…5d ago15d ago1
AlexzapFull-Fledged Technical Analysis of Top Growth Stocks: Backtesting Volatility Resilience vs…Backtesting a wide spectrum of algo trading strategies, addressing volatility resilience vs profitability, simulating VaR, and computing…Sep 1Sep 1
AlexzapRight!There are several out-of-sample time series forecasting approaches. Currently the most robust approach is to estimate PDF using in-sample…Aug 29Aug 29
AlexzapAn Introduction to Data Science in FinTech Industry — 1. Basic ConceptsExploring Practical Applications of Data Science in the World of FinTech to Extract Useful Insights from Big Financial DataAug 22Aug 22
AlexzapNVDA vs BTC Algorithmic Trading: Backtest BB, MACD & AO Trading StrategiesComparing NVIDIA vs BTC-USD Historical Returns (Backtesting) using Bollinger Bands (BB), MACD & Awesome Oscillator (AO) Trading Strategies…Aug 211Aug 211
AlexzapUsing SMA to Improve Profitability of Markowitz Portfolio OptimizationUsing Simple Moving Average (SMA) to Eliminate Market Noise by Improving Return/Risk of Markowitz Portfolio OptimizationAug 18Aug 18
AlexzapRobust Detection of Data Overfitting in Supervised Machine Learning: Regression vs ClassificationExploring 13 Real-World Demos Across 10 Industry Sectors of Using Various Model Performance KPIs and SciKit-Plot/Yellowbrick/Matplotlib…Aug 15Aug 15
AlexzapThanks for your highly encouraging feedback, Neil!Optimizing portfolios via the loop over trading strategies sounds like a great idea.Aug 11Aug 11