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aws

AWS EC2 Instruction

4 minute read

Published:

This instruction will introduce how to sep up twitter scraper on AWS EC2, install python packages for EC2 instance, and deliver output file from EC2 instance to S3 storage.

beanstalk

AWS Elastic Beanstalk Instruction for Web Application

3 minute read

Published:

This instruction will introduce how to launch web application on Amazon AWS Elastic Beanstalk with Python, connect to EC2 instance for the application, and create the environment properly for the application.

pycx

Use Python-based PyCX simulator on MacOS M1

less than 1 minute read

Published:

This instruction will show how to apply PyCX simulation, a Python-based sample code repository for complex systems, on MacOS M1 through Jupyter Notebook.

som

Self-organizing Maps for Text Similarity Analysis

less than 1 minute read

Published:

Self-Organizing Maps (SOMs) are a form of unsupervised neural network that are used for visualization and exploratory data analysis of high dimensional datasets. Through a paper presentation, I explained how to use SOM on text similarity analysis in a visual method.