Dimitris Effrosynidis

Dimitris Effrosynidis

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Experienced Data Scientist with a Ph.D. in Data Science, blending 6+ years of research expertise with 4+ years in business. Proven track record in analytics, programming, and modeling. Published 14 papers, executed successful projects, and showcased skills through blogging and GitHub. Dedicated to ongoing learning and staying abreast of industry trends.

Skills

  • Python
  • MySQL
  • Data Mining
  • Data Analysis
  • Data Visualization
  • Machine Learning

YouTube Video Resolution Downgrade Classification

less than 1 minute read

The project is available on my GitHub

  1. Binary Classification on data with varying number of features
  2. Visualize, Analyze and understand data
  3. Engineer new features
  4. Try 8 approaches to create a model for classification
  5. Perform Ensemble Feature Selection
  6. Explain feature importance with SHAP

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