Time Series Analysis with LSTM using Python’s Keras Library

Introduction Time series analysis refers to the analysis of change in the trend of the data over a period of time. Time series analysis has a variety of applications. One such application is the prediction of the future value of an item based on its past values. Future stock price prediction is probably the best example of such an application. In this article, we will see how we can perform time series analysis with the help of a recurrent neural […]

Lists vs Tuples in Python

Introduction Lists and tuples are two of the most commonly used data structures in Python, with dictionary being the third. Lists and tuples have many similarities. Some of them have been enlisted below: They are both sequence data types that store a collection of items They can store items of any data type And any item is accessible via its index. So the question we’re trying to answer here is, how are they different? And if there is no difference […]