The data science workshop : a new, interactive approach to learning data science / Anthony So, and at all..,
Material type:
- 9781838981266
- 006.31 SOA
Table of Contents Introduction to Data Science in Python Regression Binary Classification Multiclass Classification with Random Forest Performing Your First Cluster Analysis How to Assess Performance The Generalization of Machine Learning Models Hyperparameter Tuning Interpreting a Machine Learning Model Analyzing a Dataset Data Preparation Feature Engineering Imbalanced Datasets Dimensionality Reduction Ensemble Learning Machine Learning Pipelines Automated Feature Engineering
Cut through the noise and get real results with a step-by-step approach to data science
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