./root / Note / Topic
2024 April - July
- Deterministic Rational Choice
- Rational Choice under Risk and Uncertainty
- Behavioral Choice under Risk and Uncertainty
- Sequential Decision Making and Value of Information
- Intertemporal Choice
- Static Games
- Dynamic Games
- Applications of Game Theory
- Strategic Interaction with Incomplete Information
- Adverse Selection, Moral Hazard
- Math
- History & Machine Learning Fundamentals
- Maximum Likelihood Estimation
- Logistic Regression
- Backpropagation
- Numerical Differentiation
- Universal Approximation
- Cost Functions
- Activation Functions
- Data Preprocessing
- Weight Init
- Regularization
- Convolutional Neural Networks
- Normalization
- Pretraining / Development Process Basics
- Evaluation
- Upsampling
- Autoencoders
- General Attention
- Transformers
- Groups, Vector Spaces, Linear Combination/Independence, Basis/Rank
- Linear Mappings, Affine Spaces, Norm
- nner Products, Orthogonality, Projections, Determinant
- Eigenvalues/-vectors, Eigendecomposition/Diagonalization, SVD
- SVD Applications, Derivative-1d, Continuity, Taylor Series
- Partial Derivatives, Critical Points, Gradient Descent
- Lagrange Multipliers, Dimensionality Reduction, PCA
- PCA Applications, Probability Theory
- Sum/Product Rule, Bayes Theorem, Expectation
- Variance, Probability Distributions, Central Limit Theorem
- Estimators, Bias-Variance Decomposition
- Confidence Intervals, Hypothesis Testig, Multiple Testing, Information Theory
- Buchführung
- Erstellung des Jahresabschluss
- Körperschaftsteuer
- Bewerbesteuer
- Bilanzanalyse
- Einkommensteuer
misc.
Reviews of various canned Sardines.
- A1
- A2
- B1
- B2
- C1
- C2