Tag: moving average

  • Kalman-Based Target Trajectory Tracking Performance QC Analysis

    Kalman-Based Target Trajectory Tracking Performance QC Analysis

    Photo by Kelly on Pexels. Table of Contents The Kalman Filter Intuition Formulation of a Problem Linear Position-Time Path Parabolic Position-Time Path Extended Kalman Filter (EKF) Tracking the Bike’s Path Unscented Kalman Filter (UKF) 1. Prediction Step 2. Correction Step Industry Application in Dynamic Positioning System Smoothed Position and Speed Estimates Radar EKF Trajectory Conclusions…

  • Sales Forecasting: tslearn, Random Walk, Holt-Winters, SARIMAX, GARCH, Prophet, and LSTM

    Sales Forecasting: tslearn, Random Walk, Holt-Winters, SARIMAX, GARCH, Prophet, and LSTM

    The data science project involves evaluating various sales forecasting algorithms in Python using a Kaggle time-series dataset. The forecasting algorithms include tslearn, Random Walk, Holt-Winters, SARIMA, GARCH, Prophet, LSTM and Di Pietro’s Model. The goal is to predict next month’s sales for a list of shops and products, which slightly changes every month. The best…

  • The $ASML Trading Strategies via the Plotly Stock Market Dashboard

    The $ASML Trading Strategies via the Plotly Stock Market Dashboard

    Dr. Dividend has shared an insight into a stock market analysis using Plotly’s interactive Stock Market Dashboard. The rundown explains how to fetch live data using yfinance API, create visuals incorporating moving averages, and craft multiple trading signals, including the use of the MACD and Stochastic Oscillator. The tutorial also guides on saving the final…

  • Basic Stock Price Analysis in Python

    Basic Stock Price Analysis in Python

    Our basic stock price analysis in Python includes stock prices, stock volume, market capitalization, 50/200-day moving average, scattered X-plot matrix, and stock volatility or standard deviation.