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1. Crowdfunding_ETL Crowdfunding_ETL Public

   Module 13 Challenge is a ETL pipeline using Python dictionary methods and regular expressions to extract and transform data. CSVs used to create an ERD table schema and uploaded to a Postgres datab…

   Jupyter Notebook 1

2. leaflet-challenge leaflet-challenge Public

   Module 15 Challenge uses Leaflet to visualise an earthquake dataset from USGS. TileLayer loads and connects to a geojson API using D3 and tooltip for each data point, scaled with magnitude and colo…

   Jupyter Notebook 1

3. ML_Project_4 ML_Project_4 Public

   Supervised ML model implementation and optimisation for heart disease prediction. Logistic Regression, Random Forest and a Neural Network. Tableau visualisation of data.

   Jupyter Notebook 1

4. Project-3 Project-3 Public

   A data story on global coffee trade. Dashboard of user-driven visualisations using Plotly. Python Flask API created which includes HTML/CSS, JavaScript and a database using ERD and PostgresSQL.

   Jupyter Notebook 2 1

5. Home_Sales Home_Sales Public

   Module 22 Challenge, Big Data, use of SparkSQL to determine key metrics about home sales data. Temporary views, partitioned data, cached and uncached a temporary table, and verifying table as uncac…

   Jupyter Notebook 1

6. sqlalchemy-challenge sqlalchemy-challenge Public

   Module 10 Challenge is a climate analysis of a vacation destination. SQLAlchemy ORM queries, Pandas and Matplotlib used for climate data exploration. Precipitation and Stations data converted to js…

   Jupyter Notebook 1