Data Analysis Machine Learning Python Data Scientist

Predicting Hotel Booking Cancellations in Python

Learn to build a machine learning model that predicts hotel cancellations

Filip Schouwenaars

2022년 6월 22일

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In this live training, we will build a machine learning model to predict whether or not a customer will cancel a hotel booking. We will walk through all steps of the machine learning process, from importing the data over preprocessing the data up to training a model and evaluating its performance. Filip will provide a template workbook for you so you can easily follow along as he’s coding up the model.

Key Takeaways:

Familiarize yourself with the different steps in building a classification model.
How to import data using pandas and explore it using plotly
How to preprocess data and train a classification model on it using scikit-learn
Calculate and assess the performance of a classification model