AI and BI
BI Reporting and Data-Intelligence Architecture - BI reporting with the M5 dataset (Walmart) within a state-of-the-art data intelligence system.
Collaborative Filter Recommendations with ML and DL models - Content recommendation with a matrix decomposition collaborative filter model and a deep-learning ANN model.
Data Science ML Modeling Process - Overview of the ML model SDLC and the Process of Developing an ML model.
Sentiment Classification with Deep Learning ULMFIT and ML - Performance comparison of NLP Sentiment classification with an ML (SVM) model vs. DL-ULMFIT (RNN/LSTM) model.