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#104 Machine Learning & Data Science Challenge 104

Feb 10, 20231 min read

What is the Moving Average? The moving average model is probably the most naive approach to time series modeling. This model states that the next...

#104 Machine Learning & Data Science Challenge 104

#98 Machine Learning & Data Science Challenge 98

Feb 7, 20231 min read

What is the Augmented Dickey-Fuller Test? The Dickey-Fuller test: It is one of the most popular statistical tests. It is used to determine the...

#98 Machine Learning & Data Science Challenge 98

#95 Machine Learning & Data Science Challenge 95

Feb 6, 20232 min read

What is the process for checking static data? Stationary series: It is one in which the properties – mean, variance, and covariance does not vary with...

#95 Machine Learning & Data Science Challenge 95

#94 Machine Learning & Data Science Challenge 94

Feb 5, 20231 min read

What is the process to make data stationery from non-stationary time series? The two most common ways to make a non-stationary time series stationary...

#94 Machine Learning & Data Science Challenge 94

#93 Machine Learning & Data Science Challenge 93

Feb 5, 20231 min read

Why you cannot take non-stationary data to solve the time series Problem? o Most models assume stationary data. In other words, standard techniques...

#93 Machine Learning & Data Science Challenge 93

#92 Machine Learning & Data Science Challenge 92

Feb 4, 20231 min read

What is the difference between stationery and non-stationary data? Stationary: A series is said to be "STRICTLY STATIONARY” if the Mean, Variance &...

#92 Machine Learning & Data Science Challenge 92