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Innovative Data Science & AI Consulting – David Gramling, Ph.D.

Innovative Data Science & AI Consulting – David Gramling, Ph.D.

Expert Analytics Consulting & A Hub of In-Depth Data Science Thought Leadership

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Handling Imbalanced Datasets (SMOTE, Undersampling)
Data Science Training & Workshops

Handling Imbalanced Datasets (SMOTE, Undersampling)

Posted on: December 23, 2024

Learn how to effectively handle imbalanced datasets in machine learning using techniques like SMOTE and undersampling to enhance model performance.

Advanced Feature Selection & Engineering
Data Science Training & Workshops

Advanced Feature Selection & Engineering

Posted on: December 4, 2024

Unlock the power of data with advanced feature selection and engineering. Elevate your modeling skills and enhance analysis for better predictions!

Managing Categorical Variables
Data Science Training & Workshops

Managing Categorical Variables

Posted on: March 13, 2024

Mastering categorical variables is essential for accurate data analysis. Learn best practices, encoding methods, and handling techniques in this comprehensive guide.

Recent Posts

  • 10 of My Real, Working AI Demos — Live and Ready to Use on This Page
  • Real-Time Data Streaming (Kafka, Spark Streaming)
  • Advanced Pandas DataFrame Techniques
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  • Healthcare Analytics & HIPAA Considerations

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