NBE-E4070 - Basics of Biomedical Data Analysis D, Lecture, 5.9.2023-13.12.2023

Topic outline

• Lectures
  • Select activity Lecture 1: Mean, Standard Deviation, Standard Error, Confidence Intervals, T-tests

    

    Lecture 1: Mean, Standard Deviation, Standard Error, Confidence Intervals, T-tests File PDF
  • Select activity Lecture 1: suppl. material (safely ignore)

    

    Lecture 1: suppl. material (safely ignore) File PDF
  • Select activity Lecture 2: Fourier Transform, Wavelet Transforms, Spectrograms, High-pass, Low-pass filters

    

    Lecture 2: Fourier Transform, Wavelet Transforms, Spectrograms, High-pass, Low-pass filters File PDF
  • Select activity Lecture 3: Principal Component Analysis (PCA) and Singular Value Decomposition (SVD) (part I)

    

    Lecture 3: Principal Component Analysis (PCA) and Singular Value Decomposition (SVD) (part I) File PDF
  • Select activity Lecture 4: Clustering Methods

    

    Lecture 4: Clustering Methods File PDF
  • Select activity Lecture 5: Principal Component Analysis (PCA) and Singular Value Decomposition (SVD) (part II)

    

    Lecture 5: Principal Component Analysis (PCA) and Singular Value Decomposition (SVD) (part II) File PDF
  • Select activity Lecture 6: Linear Regression / Logistic Regression

    

    Lecture 6: Linear Regression / Logistic Regression File PDF
  • Select activity Lecture 7: Non-linear Methods

    

    Lecture 7: Non-linear Methods File PDF
  • Select activity Lecture 8: Oral exam preparation

    

    Lecture 8: Oral exam preparation File PDF
  • Select activity Lecture 9: Recap of important definitions for the oral exam

    

    Lecture 9: Recap of important definitions for the oral exam File PDF