Machine Learning (ML) Techniques for Time Series Prediction We have covered different techniques for Time series prediction which involves using Artificial Neural Networks like Single Layer NN, RNN, LSTM, using Stochastic models like ARMA, ARIMA, SAIMA and using Support Vector Machines.

Machine Learning (ML) Basics of Time Series Prediction Time series prediction is the task where the initial set of elements in a series is given and we have to predict the next few elements. These are significant as it can be used to predict video frames as well when provided with initial frames.

Machine Learning (ML) What is Linear Regression? Linear Regression is regression technique modelling relationship between dependent variable(y) and one or more independent variables(x) by using a linear approach.