Completing the Square for Normal Model with Multiple Observations
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Equation (2.11) from BDA on page 42

A Quantum of the Fisher Information Derivation
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Equation (2.20) from BDA on page 53

Mean and Variance of The Negative Binomial through Conditionals
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Exercise 6 Solution from BDA on page 58

Deriving Marginal Distribution from Poisson & Gamma Conjugate Pair
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Deriving Neg-bin from BDA on page 49

Showing Binomial is an Exponential Family with a Natural Parameter
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This is an exercise from BDA on page 37

Predictive Distributions (BDA 3rd Edition, Chapter 2)
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This post explores Exercise 2 in Chapter 2

Variance and Covariance of Categorical Distribution
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Properties of Categorical Distribution

Micro-average == Weighted Macro-average
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Micro-average & Weighted Macro-average

Gibbs Sampling for the Uninitiated part 1
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Gibbs sampling for dummies

A Foundation of Faster Optimization Algorithms part 1
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Exponentially weighted averages

Adding Macro-Averages Precision into Lesson 3 of Fast.ai
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Implement Macro-Averages for Lesson 3

Creating Mask Images from Shapely Polygons
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How to create mask images from polygons

Creating a One-Hot Encoding in PyTorch
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One-hot encoding in PyTorch

Forward and Backpropagation in One Round
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Forward prop and backprop

Gradients of Softmax Output Layer in Gory Details
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The gradients of softmax output layer

Deriving Normal Equation of Linear Regression Model
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How to derive normal equation

Building Logistic Regression Model from Linear Regression Model
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Logistic & linear regression relationship

Computing Gradients of Cost Function from Logistic Regression
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The gradients of logistic regression

Hasil Kali Titik dan Sudut Antara 2 Vektor
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Hubungan Hasil Kali Titik dan Sudut

Matriks Transisi Antara 2 Basis di Suatu Ruang Vektor
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Matriks transisi antara 2 basis

Contoh Pembuktian Ruang Vektor dengan sangat Detil
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Pembuktikan ruang vektor

Mengenal dan Memahami Bapa yang di Surga
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Siapakah Bapa yang di Surga?

Who is a Forgiven Sinner?
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A forgiven sinner

Internet Evangelism
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The Story Film

Mencari Arti Hidup di dalam Penderitaan
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Finding Meaning in Suffering

Gereja Menghasilkan Murid Kristus
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Gereja yang menghasilkan murid Kristus

Berdiam Diri di Hadapan Tuhan
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Berdiam Diri di Hadapan Tuhan