COVID19 Data Visualization Using Python

1) Importing COVID19 dataset and preparing it for the analysis by dropping columns and aggregating rows. 2) Deciding on and calculating a good measure for our analysis. 3) Merging two datasets and finding correlations among our data. 4) Visualizing our analysis results using...

LSTM for Stock Price Prediction

Stock price analysis has been a critical area of research and is one of the top applications of machine learning. In this project we perform stock price prediction using machine learning and deep learning techniques. We use an LSTM network to train our model with Google stocks data. This...

Dogs vs. Cats Prediction Problem

The main goal of this project is to develop a system that can identify images of cats and dogs. The input image will be analyzed and then the output is predicted. The Dogs vs Cats dataset can be downloaded from the Kaggle website. The dataset contains a set of images of cats and dogs. Our main...

Analyze International Debt Statistics

What is the total amount of debt that is owed by the countries listed in the dataset? Which country owns the maximum amount of debt and what does that amount look like? What is the average amount of debt owed by countries across different debt indicators? The data used in this project...