Optimization

Part 2: Strong duality theorem

Introduction

Weak duality theorem


Optimization

Part 1: Weak duality theorem

Introduction

Find x₁ and x₂ to minimize f(x₁, x₂). Source


Natural Language Processing

Part 3: Optimize model interpolation

Background

The vertical line denotes the probability of “dream” given the previous words “have a”


Natural Language Processing

Part 2: Higher n-gram models

Background


Natural Language Processing

Part 1: Unigram model

Background


Simulation

Part 3: Central limit theorem

Background


Simulation

Part 2: Box-Muller transform

Background


Simulation

Part 1: Inverse transform sampling

Background


Sports Analytics

Part 6: Combine ranking models & final benchmark

Background


Sports Analytics

Part 5: Sequential multi-factor model

Background

Khanh Nguyen

Data scientist based in Ho Chi Minh City, Vietnam | dknguyen.com

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