Project III: Natural Language Processing with Amazon Alexa Reviews

Perform exploratory data analysis and plot word-cloud Apply python libraries to import and visualize dataset Evaluate the performance of trained Naïve Bayes Classifier model using confusion matrices. Train Naïve Bayes classifier models using Scikit-Learn to preform classification Perform tokenization to Amazon Alexa comments using Scikit Learn Perform text data cleaning such as removing punctuation and stop words Link to GitHub Repository

December 10, 2022

Project II: Exploratory Data Analysis with Python

Apply practical Exploratory Data Analysis (EDA) techniques on any tabular dataset using Python packages such as Pandas and Numpy Produce data visualizations using Seaborn and Matplotlib Go to GitHub Repository

December 9, 2022

Project I: Covid19 Data Visualization

Using Choropleth map to Visualize Global Spread of COVID-19 from first day of the pandemic Using a Bar chart to compare different countries in terms of How massive the Spread of the virus has been in there Visualizing the impact of the national lockdown in Italy on the spread of the virus Visualizing the impact of the national lockdown in Italy on the deaths rate Go to GitHub Repository