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aidenLane/README.md

Hi there! 👋

My name is Aiden Lane and I am an aspiring Data/Business Analyst!

Projects

  • Leveraged SQL in local PostgreSQL database to thoroughly clean data from Amazon India and performed exploratory data analysis to uncover key sales trends
  • Developed simple yet informative data visualization in PowerBI, aimed to make the most important information available at a glance
  • Identified significant factors behind sales and revenue including geographic location, product category, etc.
  • Built an interactive Excel dashboard using pivot tables to analyze large supply chain dataset, uncovering trends in relevant key performance indicators (KPIs)
  • Analyzed patterns in order fulfillment metrics, including late and perfect order rates, to optimize supply chain
  • Utilized Python (Pandas) and PostgreSQL to analyze clinical data from a case study on indwelling arterial catheters (IAC) for patients in the ICU as part of the MIMIC-II database
  • Performed binary logistic regression using scikit-learn to create a model with high accuracy for classifying mortality in patients

Skills

  • Programming: SQL, Python (Pandas, Scikit-learn), R, SAS, Java
  • Data Visualization: Power BI, Excel, ArcGIS
  • Database Management: MS SQL Server, PostgreSQL

Certifications

Socials

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  1. amazon-ecommerce-analysis amazon-ecommerce-analysis Public

    Data Analysis Portfolio Project on Amazon Sales Data

    Jupyter Notebook 1

  2. excel-supply-chain-analysis excel-supply-chain-analysis Public

    1

  3. IAC-MIMIC2-Analysis IAC-MIMIC2-Analysis Public

    Jupyter Notebook 1