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Data Science Application Development for Industry

Data Science Application Development for Industry

Trainer: Probyto Data Science & Consulting Pvt. Ltd.
Partners: EICT - IIT Guwahati & PSGKR Coimbatore


  • Data Science Application Development for Industry


  • Business Process Definition and Exploratory Data Analysis
  • SQL with Tableau
  • Translate Business Needs to Technical Specification
  • Business Intelligence
  • SQL and Tableau Demo


  • Introducing Scikit-Learn
  • What is Machine Learning?
  • Principal Component Analysis
  • Hyperparameters and Model Validation
  • Feature Engineering
  • Linear Regression
  • Random Forests
  • Support Vector Machines
  • Image Features
  • Text Preprocessing
  • Feature extraction
  • Text Classification
  • Working With Text Data


  • Web Scraping With Python
  • Introduction to Data Pipeline
  • High Level Opeations on Data Pipeline


  • Fundamentals of GCP


  • Probyto Case Study for Data Solution

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