Workshop: MasterClass – Advanced Machine Learning

Nov 16, 2019


Hotel Royal Orchid, Bengaluru

Have you struggled to improve your model beyond a particular score? Or you wonder what goes in the minds of top data scientist – this workshop is what you are looking for. This is a highly interactive experience with data science masters & top data scientists. The goal of this workshop is to provide a forum for exchanging ideas and new approaches to become masters of data science challenges.

Structure of the Workshop

This is an 8-hour workshop and includes the following modules:

  • Understanding of how Data Science Challenges work
  • Preparing your Cross validation strategy
  • Methods to choose the right evaluation metric to evaluate the model performance
  • The importance of Feature Engineering
  • How to deal with different type of data (text, image)
  • Models and Model tuning
  • Stacking & Ensembling
  • Mini Hack for 2 hours


  • System Requirements and Setup
    • Laptop with at least 8GB of RAM
    • Install python 3
    • In Python, install the following packages:
      • Pandas
      • Numpy
      • Sklearn
      • Matplotlib
      • XGBoost
      • LightGBM
      • CatBoost
  •  Pre-reads
Venue :- Hotel Royal Orchid, Bengaluru 1, Golf Avenue, Adjoining KGA Golf Course, HAL Old Airport Rd, Domlur, Bengaluru, Karnataka
Map :-
  • Pavel Pleskov

    Rank #4

    Kaggle Grandmaster

  • Ankit Choudhary

    Data Scientist

    Analytics Vidhya

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