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How I Created An Algorithm That Could Save The UK Fashion Retail Industry £150 Million Per Year

  • Free & Open Source
  • Easy to ready (by all team members)
  • Extensive collection of ML libraries
  • Appropriate for making functional prototype
  • Powerful data manipulation
  • NumPy — data structures, mathematical computations
  • Pandas — data structures/analysis/manipulation
  • Seaborn — data visualisation
  • Scikit-learn — machine learning algorithms
  • Keras/TensorFlow — neural network algorithms

1. Data Cleaning

2. Data Analysis

3. Model Development & Testing



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Akhil Sonthi

Tech Enthusiast | Entrepreneur | Music Artist | MEng @ Cambridge