IBM_Data Science pro_Cousera_Coding

House_Sales_in_King_Count_USA

• This is a quick review for hands-on practice on EDA and model pipelines

IBM-Exercise-Plotting-directly-with-Matplotlib.jupyterlite

• Quick glance for hands-on practice on data visualization based on Matplotlib

IBM-Exercise-Waffle-Charts-Word-Clouds-and-Regression-Plots

• Hands-on practice on data visualization based on pywaffle, wordcoud and seaborn

IBM-Exercise-Generating-Maps-in-Python

• Hands-on practice on data visualization based on folium (a library for geograh viz)

IBM_Plotly_Basics.jupyterlite

• Hands-on practice on data visualization based on Ploty (a library for Interactive data viz)

Dash_Viz

• Dash_Viz/IBM_Dash_wildfire.py
• Dash_Viz/IBM_dash_basics.py
• Data Viz via Dash library

SQL with Python

• Hands-on practice on SQL, sqlite3, IBM Db2

Web-Scraping

• Hands-on practice on ETL in web-scraping with beautifulsoup, yfinace (srap stock historical data into structured dataset)

Applied-DS-Capstone

• Final Project for SpaceX data analysis and machine leanring modeling