XGBoost Deep Dive w/ Python & Pandas | Hands-on Data Science
XGBoost, Python, Pandas, Feature Engineering, Machine Learning, Data Science, deep learning, NLP,Time Series Forecasting
4.04 (12 reviews)
94
students
5 hours
content
Jan 2023
last update
$89.99
regular price
What you will learn
Learn the top skill to become a Machine Learning Engineer or Data Scientist
Learn XGBoost, the best and most popular algorithm for tabular data
Leverage Pandas for Feature Engineering and data Visualization
Understand how to define a machine learning project, going from raw data to a trained model
Learn Gradient Boosting Decision Trees working with realistic datasets and Hands on projects
Learn to apply XGBoost to NLP problems using Deep Learning and TF-IDF features
Project 1: Supervised Regression problem where we predict AirBnB listings prices
Project 2: Binary Classification problem where we work with actual logs of a website visits to predict online conversions
Project 3: Multi Class text Classification. We work with large datasets and more than 200 classes
Project 4: Time series Forecasting with XGBoost
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Related Topics
5028430
udemy ID
12/16/2022
course created date
1/26/2023
course indexed date
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