A collection of data science microprojects to hone specific concepts and embrace the journey of continuous learning.
| Micro-project name | Micro-project motivation | Stack |
|---|---|---|
| Analysis of Airbnb Listings in Lyon | Apply descriptive statistics to explore the relationship between Airbnb listing price's in Lyon and others attributes. | Python, pandas, matplotlib, seaborn. |
| Multiple linear regression model for US health dat | Construct a multilinear regression model and explore the charges of health policy in US. | Python, pandas, numpy, seaborn, matplotlib, sklearn. |
| Classical Sentiment Analysis Practice | This project harnesses machine learning to analyze and interpret the emotional tone of tweets, showcasing the intersection of data science and natural language processing in understanding digital communication. | Python, pandas, numpy, seaborn, matplotlib, sklearn, re, wordcloud, NLTK. |