The purpose of this portfolio is to showcase the abilities I trained as a Data Analyst using Python libraries.
This portfolio includes the following projects:
- Classification Prediction
- Regression Prediction (Real-time dataset)
- Customer Segmentation
- Sentiment Analysis
- Inferential Statistics
- Machine Learning
- Data Visualization
- Predictive Modeling
- Natural Language Processing
- Python
- Pandas
- Matplotlib
- Sci-kit Learn
- Nltk
Test and train a Classification Machine Learning Model to predict whether it will rain or not in the next day using a dataset about Rainfall in Australia.
Test and train multiple Regression Machine Learning Models to predict number of infected people by Covid-19 using real-time data from Bing API and comparing the models' accuracy.
Perform a Customer Segmentation analysis using a dataset from IBM Watson about insurance policy renewal
Perform sentiment analysis on Amazon Reviews for electronic produts ...