Data Science & Analytics
Data Exploration and Baseline Modeling
In this course, learners will load and inspect a Kaggle dataset, perform exploratory data analysis, preprocess features, and build baseline regression models to establish initial performance benchmarks.
Pandas
Python
Scikit-learn
4 lessons
19 practices
2 hours
Data Cleaning and Preprocessing
Course details
Loading and Inspecting a Dataset with Pandas and Scikit-Learn
Importing and Previewing the Dataset
Inspecting DataFrame Structure
Mini-Challenge: Quick Stats Detective
Debugging Data Inspection Method Calls
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