Competition Mechanics (Syllabus)

Reference : https://www.coursera.org/learn/competitive-data-science/home/welcome

Starting Approx. on 1st week of August 2020

• Prerequisites
• Lecture 1 : Feature Processing
• Lecture 2 : Exploratory Data Analysis (EDA)
• Lecture 3 : Validation and Overfitting revisited
• ~~Lecture 4 : Data Leakages -~~Cancellata Completamente
• Lecture 4 : Metrics Optimization
• Lecture 5 : Mean Encodings
• Lecture 6: Hyperparameters Tuning
• Lecture 7: Advanced Features
• Lecture 8: Ensembling

• Code Samples (QUI CI SONO I NOTEBOOK)
• Some more links
• Some more libs