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.
Venue :- Hotel Royal Orchid, Bengaluru
1, Golf Avenue, Adjoining KGA Golf Course, HAL Old Airport Rd, Domlur, Bengaluru, Karnataka
Map :- goo.gl/maps/DwzYC72L8hT2
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
Prerequisites
- 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
Map :- goo.gl/maps/DwzYC72L8hT2
