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Exploratory Data Analysis with Python

How many times have you got baffled with the beginner part in Data Analysis? I am sure many times as I faced the same. So in this post, I will guide you as how to do Exploratory Data Analysis (EDA) with Python. EDA is one of the basic steps involved in Data Analysis. Before you begin with the analysis part, understanding data is very important. You should be familier with certain terminologies of the type of data on which you are working. For instance, you are working with any financial data let’s say stocks and thus, you should be familier with terminologies like open, close, high, low, volume and so on. Alright, we now know understanding data is important so let’s move ahead with the analysis part! Why Data Analysis? To get inferences from the data and to know future possible outcomes based on historical values of any data. Continuing the above example, with analysis of certain stock, let’s say I analyzed performance of a particular stock from year 2000 to 2020. I will find certain t

Weather Forecast using Deep Learning model Prophet

How many times have you tried to predict the sales, the weather or the stocks with good accuracy? Often times we may find the good Neural model yet we fail to tune it's hyper-parameters. Here's where deep learning model, PROPHET will be useful much for beginners in developing predictive models. Let's begin!