pipeline in Machine Learning using Scikit-learn

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In this lecture I learned about pipeline
Adventages of pipeline and the Hyperparameter Tuning in pipeline

MariaNadeem

In this lecture, I've learned the following:
Pipeline in Machine Learning
Key Components of a Pipeline:
- Data Preprocessing Steps
- Model Training
- Model Evaluation
- Predictions
- Simplified workflow
- Avoiding Data Leakage
- Streamlined Model Development
- Hyperparameter Tuning
Hyperparameter Tuning in the pipeline.

amberfatima

The Scikit-learn pipeline is a tool that links all steps of data manipulation together to create a pipeline

danishammar.official

Pipeline trains the model, retains information, and minimizes the line of codes in a machine-learning model.

siukhan

Pipeline marketing is the evolution of lead generation that focuses on the entire sales funnel as it relates to revenue.
Also Key Component of PipeLine and its advantages, explanation of pipeline, hyperparameter tuning.

shahid-umar

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