Executive Development Programme in Data Scaling for Business Excellence
-- ViewingNowExecutive Development Programme in Data Scaling for Business Excellence: This certificate course is designed to meet the growing industry demand for professionals who can leverage data scaling for business growth. The course emphasizes the importance of data-driven decision-making and equips learners with essential skills in data scaling, analysis, and visualization.
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โข Introduction to Data Scaling
โข Importance of Data Scaling for Business
โข Data Scaling Techniques: Normalization vs Standardization
โข Advanced Data Scaling Techniques: Min-Max Scaling, Robust Scaling, and Quantile Scaling
โข Data Scaling Tools and Libraries: Pandas, Scikit-learn, and TensorFlow
โข Data Scaling Best Practices: When and How to Scale Data for Optimal Results
โข Data Scaling Challenges and Limitations: Overfitting, Underfitting, and Bias
โข Data Scaling Use Cases: Machine Learning, Deep Learning, and Data Visualization
โข Data Scaling and Cloud Computing: Scaling Data on AWS, Azure, and GCP
โข Data Scaling Strategy: Developing a Scaling Plan for Business Excellence
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