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Covid 19 Data Analysis

Objective:

In this Covid19 Data Analysis NOtebook, we will try to explore data available from open source to identify how Covid19 is impacting happiness in a country.

Here we will use below two datasets:

  1. Covid19 dataset published by John Hopkin’s university-related to cumulative data of confirmed cases in a country.
  2. World happiness index dataset from United Nations

The key objectives of this tutorial notebook are as follows:

  1. How to Load data from a CSV file
  2. How to visualize the dataframe and each of the variables present in the dataset

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Flower Image Classification

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April 12, 2022
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We will see how to model a deep learning network which can classify flowers into “roses” and “daisies”. This is a toy dataset and its purpose is to introduce you to the key concepts and methodologies.

Multiple Linear Regression

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November 25, 2021
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The objective of this notebook is to provide core concepts of Multiple Regression analysis such as correlation and use of RFE for feature reduction

Linear Regression

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November 23, 2021
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Regression is a handy tool to find relationships between dependent variables and independent variables. However, we cannot always fit a regression line to any given dataset. The objective of this notebook is to provide core concepts of Linear Regression analysis.