/Applied-Data-Science-Capstone

Finial Project of Coursera Data Science Project

Primary LanguageJupyter Notebook

Applied-Data-Science-Capstone

Finial Project of Coursera Data Science Project

Week 1 - Introduction

Complete the Data Collection API Lab

jupyter-labs-spacex-data-collection-api.ipynb

Complete the Data Collection with Web Scraping lab

jupyter-labs-webscraping.ipynb

Hands-on Lab: Data Wrangling

module_1_L3_labs-jupyter-spacex-data_wrangling_jupyterlite.jupyterlite.ipynb

Week 2 - Exploratory data analysis (EDA)

Exploratory Data Analysis using SQL

jupyter-labs-eda-sql-coursera_sqllite-2.ipynb

EDA with Visualization Lab

IBM-DS0321EN-SkillsNetwork_labs_module_2_jupyter-labs-eda-dataviz.ipynb.jupyterlite.ipynb

Week 3 - Interactive Visual Analytics and Dashboards

work with Folium map to add information to map

IBM-DS0321EN-SkillsNetwork_labs_module_3_lab_jupyter_launch_site_location.jupyterlite-2.ipynb

if the result of ipynb not fully sbowed, please download html file to check the rendered results of ipynb file IBM-DS0321EN-SkillsNetwork_labs_module_3_lab_jupyter_launch_site_location.jupyterlite-2.html

Work with Plotly and Dash to create a Dash board

spacex_dash_app.py

Week 4 - Predictive analysis with Machine Learning

IBM-DS0321EN-SkillsNetwork_labs_module_4_SpaceX_Machine_Learning_Prediction_Part_5.jupyterlite.ipynb