Limei Hou's repositories
ETLAndAnalyzeAmazonCloudReviewData
This project is designed to perform the ETL process on Amazon review cloud data in AWS S3 and load the transformed PySpark DataFrame into an AWS RDS PostgreSQL instance for further analyzing.
HomeEquityPDMachineLearningWebModel
This project using Python language developed three machine learning models Logistic Regression, Support Vector Machine for Classification and Deep learning and used the ensemble method to predict a Home Equity Loan is default or not. Then deployed this model to a Flask Web environment.
sql-server-samples
Official Microsoft GitHub Repository containing code samples for SQL Server
mrjob
Run MapReduce jobs on Hadoop or Amazon Web Services
WebScrapingMissionToMarsData
This full stack Flask application does web scraping using Selenium framework from several websites to gather Mars related information like latest Mars news, current featured Mars images and diameter mass facts of Mars, parses these data using Beautiful Soup, stores into Mongo DB and return the rendered Jinjia Template webpage to user.
WorldWideWeatherAnalyzingAndWebDashboardDemonstrating
This project by making CityPi API call and OpenWeatherMap API call generated weather data of over 500 world wide cities from 1500 sample geo-coordinates drawn from Numpy Uniform Distribution and these data are plotted using Matplotlib and demonstrated on an interactive and responsive visualization web dashboard built using Bootstrap Navbar and Bootstrap Table.
LifeTrendAnalyzingAndD3MultiAxesPlotting
This project create a dynamically responsive to browsing window size web page using Scalable Vector Graphics(SVG) to show the nine possible correlations of Life Trend analyzing among the three X Axile variables and three Y Axile varialbes of one dynamic scatter plot created using D3.js. It can be viewed in browser and mobile devices.
a-good-readme-template
A template to make good README.md
devops-notebook
DevOps notebook with lists of videos, books, interview questions, etc.
pandas_exercises
Practice your pandas skills!
TensorFlow-Examples
TensorFlow Tutorial and Examples for Beginners (support TF v1 & v2)
awesome-public-datasets
A topic-centric list of HQ open datasets. PR ☛☛☛
statsmodels
Statsmodels: statistical modeling and econometrics in Python
python_feedback_app
Python Flask feedback app with database and email
pydata-book
Materials and IPython notebooks for "Python for Data Analysis" by Wes McKinney, published by O'Reilly Media
public-apis
A collective list of free APIs for use in software and web development.
Python
Python code for YouTube videos.
Sample_Code
Sample Code Repository for ATTOM Data API
udemy_data_structures
Udemy course on Python Data Structures