Pathairush Seeda's Projects
A docker using the airflow with Hadoop ecosystem (hive, spark, and sqoop)
The implementation of ATM replenishment problem with linear optimization in python.
Automate SAP report extraction with pyautogui
building a serverless data pipeline with AWS Glue and AWS Python SDK (Boto3)
Data Engineering Capstone
Cheat Sheets
Data Engineering Nanodegree projects
personal toolboxs
Projects related to the Data Streaming Nanodegree
Materials from deeplearning.ai course on Coursera
This repository contains my personal notes and summaries on DeepLearning.ai specialization courses. I've enjoyed every little bit of the course hope you enjoy my notes too.
Example Repo for the Udemy Course "Deployment of Machine Learning Models"
Notebooks for learning deep learning
For the Coursera specialization https://www.coursera.org/specializations/gcp-data-machine-learning
A practical project for building the lead generation application using streamlist.
Practicing NLP (natural language processing) techniques from the IMDB sentiment analysis dataset.
Capture webhook event from LINE platform with AWS Chalice
Review the machine learning contents by applying the assignment in python language.
All the lecture courses summary from my point of view
A repository storing Postgres data modeling projects.
this is all the tutorial that I'm coding along
A data pipeline moving data from a Relational database system (RDBMS) to a Hadoop file system (HDFS).
Practice various type of recommender system implementation.
A unified approach to explain the output of any machine learning model.