The video tutorial discusses how to analyze murder motives in India using data that is available online. The tutorial provides a link to download the data and instructs viewers to load the data into Power BI using the “get data” feature. Once the data is loaded, the tutorial instructs viewers to transform the data, filtering…
The video explains how to calculate basic statistics in Python. It covers the steps involved in importing libraries for statistical calculations, generating a list of random numbers, plotting the data on charts, calculating mean, median, mode, standard deviation, variance, covariance, correlation and linear regression. The results are displayed on the console window and bar chart….
Today we will calculate expected returns from historical data. We will calculate Mean historical return, Exponential Moving Average (EMA) historical return, and historical return using Capital Asset Pricing Model (CAPM). We will also calculate Variance, Standard Deviation and Correlation using Statistics library. #expectedreturn #stockmarket #exponentialmovingaverage #capm #variance #standarddeviation #correlation #pypfopt