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Portfolio

This is my data science portfolio consisting of several machine learning use cases

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Regression

  • PREDICTO - DJANGO INTEGRATED ML APPLICATION
  • ADVANCED REGRESSION TECHNIQUES (SOURCE CODE)
  • BASIC REGRESSION TECHNIQUES (SOURCE CODE)

Classification

  • CREDIT AI - FLASK INTEGRATED ML APPLICATION
  • BASIC CLASSIFICATION TECHNIQUES (SOURCE CODE)
  • INCOME CLASSIFICATION (SOURCE CODE)

RNN and LSTM

  • SALES FORECASTING USING RNN (SOURCE CODE)
  • RNN SAMPLE USE CASE - PYTORCH (SOURCE CODE)
  • LSTM SAMPLE USE CASE - PYTORCH (SOURCE CODE)

Clustering

  • CUSTOMER SEGMENTATION (SOURCE CODE)
  • SPECTRAL CLUSTERING (SOURCE CODE)
  • BASIC CLUSTERING TECHNIQUES

Neural networks

  • TRANSFER LEARNING WITH KERAS (SOURCE CODE)
  • CUSTOMER CHURN ANALYSIS (SOURCE CODE)
  • BASIC ANN AND CNN (SOURCE CODE)

Time series analysis

  • WEB TRAFFIC FORECASTING (SOURCE CODE)
  • STOCK PRICE FORECASTING (SOURCE CODE)
  • SHAMPOO SALES FORECASTING (SOURCE CODE)

NLP

  • QUORA DUPLICATE QUESTION IDENTIFICATION (SOURCE CODE)
  • SPAM MESSAGE IDENTIFICATION (SOURCE CODE)
  • AUTHOR DETECTION (SOURCE CODE)
  • TAG GENERATOR (SOURCE CODE)

Computer vision

  • WAKE UP (SOURCE CODE)
  • ETERNCOP (SOURCE CODE)
  • GAIETY (SOURCE CODE)