The files in this projects are aimed at having a good understanding on how various Python properties work. From Object Oriented Programming to also various Machine Learning Techniques Data Vislualization , wrangling and Data Analysis.
Most of the resources are not novice ideas, however using some exercises from Udemy and other Kaggle Projects.
| Name | Description |
|---|---|
| oop-old cofeee-machine | From Udemy 100 days of coding, using OOp to demomstrate how a coffee machine works. |
| old_coffee_machine | Does not have OOP principles, simple program thatr simulates how a coffee machine works |
| Churn_rate | Analyze churn for a Banking institution. Predict and find top features |
| Sentiment_Analysis | Applying TF-IDF and Spacy to text and dataframes to analyze user sentiments. Deploying ML models and Techniques such as LDA and PCA |
| Python_Visualization | Carry out visulaization using, Seaborn, Matplotlib, Plotly and creation of a dashboard using Dash App |
| SQL | Connecting DB_2 from IBM using Python and carrying out analysis |