[ FreeCourseWeb ] Udemy - XGBoost for Business in Python and R

[ FreeCourseWeb.com ] XGBoost for Business in Python and R

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Genre: eLearning | MP4 | Video: h264, 1280x720 | Audio: aac, 44100 Hz
Language: English | VTT | Size: 2.36 GB | Duration: 5 hours
What you'll learn
XGBoost framework
Code XGBoost in R and Python
Confusion Matrix
Parameter tuning
SHAP values in Python and R

Requirements
Basic knowledge of Python or R
Description
XGBoost is a state of the art Machine Learning algorithm. It is well known for being faster to compute and its results more accurate than other well-known techniques like Neural Networks or Random Forest. XGBoost is also one of the most preferred algorithms in Data Science competitions around the world. Fortunately, it is a very accessible algorithm to grasp and implement.

The course focus is on the application of XGBoost in the business world. We will solve a Direct Marketing case study and conclude that we can increase our sales efficiency by 50% while having minimal impact on revenue.

***WHY XGBOOST FOR BUSINESS IN Python?

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