Category: Machine Learning
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Linear Regression: Data Forecasting in Python
Introduction to Linear Regression What is a linear regression?, Linear Regression is a statistical method to calculate the relationship between a two or more variables. The variables comes in two types, one is dependent variable and another is independent variable. In linear regression, we use independent variables to derive dependent variables. We will see examples…
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Forecasting Made Easy with Facebook Prophet
Introduction to Facebook Prophet Facebook Prophet is an open-source forecasting tool developed by Facebook. It can make accurate forecasts on time-series data. Even when dealing with seasonality, holidays and other patterns which are common in real world. This is particularly useful for business forecasting such as predicting sales or stock demand. How It works It…
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Simple Moving Average in Python: Easy Guide
Introduction to Simple Moving Average The Simple Moving Average (SMA) is a widely used statistical measure for finance and data analysis. We can calculate the average of a set of data points over a specified period of time while giving equal weight to each data point. The Simple Moving Average is commonly used by stock…