Tran Nguyen, Ph.D.'s repositories
Data-pipeline-Airflow-on-AWSRedshift
A demo for creating a simple data warehouse ETL pipeline on AWS with Airflow
All-About-Python-Pandas-Tutorials
Where you can find all tips for mastering pandas, one of the most popular Python package
Vietnam_Covid19_Patients_An_Analysis
Vietnam COVID-19 dataset with thoroughly exploratory data analysis.
A-Thorough-Scikit-learn-Tutorial-for-Beginners
An easy and thorough tutorial for beginners to get hands-on and work efficiently on Machine Learning tasks from Day One.
Data-Visualization-With-Python---Tutorials
Tutorials on using the Python visualization tools Matplotlib, Seaborn, and Pandas.
Deep-Learning-Methodology
All important notes on deep learning topic, taken from the 5 courses of the Deep Learning Specialization (Coursera)
Data-to-Model---Standard-Pipeline
The detailed workflows going from the raw input data to the deep learning model for different types of data
Machine-Learning-Using-SCIKIT-LEARN
All ML techniques using scikit-learn
mindfulR---fork
An NLP analysis on App Store reviews of top meditation apps
NLPPipeline_Tutorial
A step by step tutorial to create a Natural Language Processing (NLP) pipeline from scratch
PCA-for-RNAseq-data
Quick analysis piplines using R
shasta-testing
De novo assembly from Oxford Nanopore reads.