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

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7 lessons

26 practices

Less than 4 hours

Course details

Data Preprocessing: The Titanic Dataset Exploration

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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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Data Cleaning and Preprocessing in Machine Learning

Course details

Turn screen time into skills time

Join the 1M+ learners on CodeSignal

From our community

From our community

Data Cleaning and Preprocessing in Machine Learning

Course details

Unit 13 practices26 min

Unit 24 practices32 min

Unit 34 practices32 min

Unit 43 practices26 min

Unit 54 practices32 min

Unit 64 practices32 min

Unit 74 practices32 min

Turn screen time into skills time

Join the 1M+ learners on CodeSignal

From our community

From our community