The Data Science Workshop

The Data Science Workshop is ideal for the data science beginner who is getting started for the first time. A data science tutorial with step-by-step exercises and activities that help build key skills. Structured to let you progress at your own pace, on your own terms. (Limited-time offer)

Book Description

• Introduction to Data Science in Python
• Regression
• Binary Classification
• Multiclass Classification with RandomForest
• 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

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