CHAPTER 5 || Data Science || PREPRING TO MODEL THE DATA|| Full basic concept explained ||

Get ready to take your data science skills to the next level! 🚀 In this video, we’ll guide you through the essential steps of Preparing to Model the Data, setting a solid foundation for machine learning success.
Here’s what we’ll cover:
📖 The Story So Far: Recap of the journey up to this stage.
📊 Partitioning the Data: Splitting data into training, validation, and test sets.
✅ Validating Your Partition: Ensuring your splits are meaningful and effective.
⚖️ Balancing the Training Data Set: Addressing imbalances for unbiased models.
📈 Establishing Baseline Model Performance: Creating benchmarks to measure success.
Whether you're a beginner or advancing in your data science journey, this video provides actionable insights to prepare your data for predictive modeling.
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