► ABOUT
We invite those who are not yet familiar with machine learning or are just starting their journey in this field. We will study all the main methods from the very basics and learn how to apply them to real-world problems. At the end of the bootcamp you will divide into teams and try to win a competition to build the best ML model
► INSITE
> 3 lectures about machine learning from the very basics to advanced methods
> Homework and mentor support
> Team competitions with nice prizes!
► SPEAKER
Anastasia Maximovskaya
► PROGRAM
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10.12
11:00 - 12:30
Lecture #1: Introduction to machine learning. Real-life data science project lifecycle. Discussion of career options in data science.
12:40 - 13:20
Lecture #2: Magic of exploratory data analysis. Review of the most common approaches.
*Start of work on the project*
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11.12
11:00 - 12:20
Lecture #3: Comparison of boosting algorithms (XGBoost, lightGBM, CatBoost)
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18.12
Finale. Project defense of the 7 top teams.