ML

🔗 Certification Description It took nearly 5 months to complete 8 data science projects. From the first project to the last, I learned about various aspects and tools of data science. Furthermore, I’ve experimented with several components of the project locally for my own enjoyment. This covers: ✅ Exploratory Data Analysis ✅ Data Wrangling ✅ Data Visualization ✅ Work with Imbalanced data using resampling ✅ Python OOP ✅ MongoDB ✅ SQL...

👩‍💻 Source Code Description Numerous Machine Learning algorithms were applied to detect the six basic ekman’s emotions from Bangla text. The emotions were anger, surprise, disgust, enjoyment, fear, and sadness.

👩‍💻 Source Code This app predicts the Boston House Price! App Fetures: Takes input from user Predict the price with Machine Learning Algorithm (Random Forest Regressor) Shows Feature importance based on SHAP values WebApp Overview Feature Importance