ensembles4612

analysis_and_modeling_on_data_science_jobs_Canada

I did exploratory data analysis on scraped job listings from Glassdoor, and built a salary prediction model deployed as a client-facing forecast tool.

ensembles4612.github.io

Shelley's data science project portfolio website

medical_intent_detector_using_BERT

I built a multi-class classifier using BERT from Transformers that can identify common medical symptoms based on descriptive text.

PolUSA-topic-modeling

product_demand_forecast_using_DeepAR_Amazon_SageMaker

I built a forecast tool using DeepAR (autoregressive RNN with LSTM cells) in Sagemaker that can predict the demand of hundreds of products simultaneously.

scraping-glassdoor-selenium

Jupyter Notebook from Selenium Tutorial: Scraping Glassdoor.com"

shallow-backup

Git-integrated backup tool for macOS and Linux devs.

Spam-Detector

Developing a Python-based spam detector using the Naive Bayes approach.

Statistical-Analysis-on-Biochemical-Recurrence-Prostate-Cancer-Among-Patients-in-3-Locations

I proved the probabilities of freedom from biochemical recurrence (BCR) among prostate cancer patients are significantly different using stratified Logrank test. I also built a Cox's PH model to identify which genes and demographic factors have effect on survival.

technology_term_extractor_app_streamlit_deployed_on_azure

I created a technology term detector web app based on BERT model using Streamlit and deployed it with Docker on Azure

ensembles4612/medical_intent_detector_using_BERT

I built a multi-class classifier using BERT from Transformers that can identify common medical symptoms based on descriptive text.

ensembles4612/product_demand_forecast_using_DeepAR_Amazon_SageMaker

I built a forecast tool using DeepAR (autoregressive RNN with LSTM cells) in Sagemaker that can predict the demand of hundreds of products simultaneously.

ensembles4612/analysis_and_modeling_on_data_science_jobs_Canada

I did exploratory data analysis on scraped job listings from Glassdoor, and built a salary prediction model deployed as a client-facing forecast tool.

ensembles4612/ensembles4612.github.io

Shelley's data science project portfolio website

ensembles4612/PolUSA-topic-modeling

ensembles4612/scraping-glassdoor-selenium

Jupyter Notebook from Selenium Tutorial: Scraping Glassdoor.com"

ensembles4612/shallow-backup

Git-integrated backup tool for macOS and Linux devs.

ensembles4612/Spam-Detector

Developing a Python-based spam detector using the Naive Bayes approach.

ensembles4612/Statistical-Analysis-on-Biochemical-Recurrence-Prostate-Cancer-Among-Patients-in-3-Locations

I proved the probabilities of freedom from biochemical recurrence (BCR) among prostate cancer patients are significantly different using stratified Logrank test. I also built a Cox's PH model to identify which genes and demographic factors have effect on survival.

ensembles4612/technology_term_extractor_app_streamlit_deployed_on_azure

I created a technology term detector web app based on BERT model using Streamlit and deployed it with Docker on Azure

ensembles4612/style-transfer

Style transfer in TensorFlow with color preservation