Job category:
Artificial Intelligence
6,725 learners

Data Cleaning and Preprocessing in Machine Learning

Explore essential machine learning preparation using the Titanic Dataset. Gain skills in cleaning and preprocessing historical data with Python and Pandas, readying it for ML models and accurate analytics.
Numpy
Pandas
Python
Scikit-learn
7 lessons
26 practices
4 hours
Badge for Data Cleaning and Preprocessing,
Data Cleaning and Preprocessing

Course details

Data Preprocessing: The Titanic Dataset Exploration
Data Preprocessing with the Titanic Dataset
Adjust Filtering to Age and Fare
Debug the Titanic Dataset Loading Code

Next Course: Foundational Machine Learning Models with Sklearn

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