E-Commerce Sales & Customers Analytics Engine | Python Mini project ( Numpy, Pandas, Matplotlib)
Khush Kaur
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E-Commerce Sales & Customers Analytics Engine | Python Mini project ( Numpy, Pandas, Matplotlib)
8 просмотров · 9 дн. назад
Khush Kaur
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8 просмотров · 9 дн. назад
Python Mini Project: E-Commerce Sales & Customer Analytics Engine
Presented by: Khuspreet Kaur
Course: B.Tech Computer Science and Engineering, CGC,Mohali
Program: AI & ML, Pregrad
In this video I explain my end-to-end Python analytics engine that generates, stores, cleans, analyzes and visualizes e-commerce sales and customer data.
Project phases:
Phase 1: Synthetic data generation, core Python and NumPy
Phase 2: File handling (CSV, JSON) and exception handling
Phase 3: Pandas data cleaning and EDA (missing values, duplicates, IQR outliers, datetime, merge, groupby)
Phase 4: Matplotlib dashboard (line, bar, scatter, histogram, pie and 3D plots)
Tools used: Python, NumPy, Pandas, Matplotlib, Google Colab
Disclaimer: The dataset is synthetic (generated by code) and used for learning purposes only.
#Python #NumPy #Pandas #Matplotlib #DataAnalytics #MiniProject