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Michael Brenndoerfer

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Mostly thoughts on data, AI, software engineering—and where they intersect with finance, business, and entrepreneurship.

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Philosophy

Kant's Groundwork of the Metaphysics of Morals: The Architecture of Moral Law

A comprehensive guide to Kant's revolutionary ethical framework, explaining how the categorical imperative works and why treating humanity as an end remains essential for moral life.

Writing

Kant's Groundwork of the Metaphysics of Morals: The Architecture of Moral Law

Aristotle's Nicomachean Ethics: The Architecture of a Good Life

Skip-gram Model: Learning Word Embeddings by Predicting Context

Singular Value Decomposition: Matrix Factorization for Word Embeddings & LSA

Pointwise Mutual Information: Measuring Word Associations in NLP

Term Frequency: Complete Guide to TF Weighting Schemes for Text Analysis

The Distributional Hypothesis: How Context Reveals Word Meaning

Inverse Document Frequency: How Rare Words Reveal Document Meaning

TF-IDF: Term Frequency-Inverse Document Frequency for Text Representation

Perplexity: The Standard Metric for Evaluating Language Models

BM25: Complete Guide to the Search Algorithm Behind Elasticsearch

Co-occurrence Matrices: Building Word Representations from Context

N-gram Language Models: Probability-Based Text Generation & Prediction

Smoothing Techniques for N-gram Language Models: From Laplace to Kneser-Ney

Bag of Words: Document-Term Matrices, Vocabulary Construction & Sparse Representations

Sentence Segmentation: From Period Disambiguation to Punkt Algorithm Implementation

N-grams: Capturing Word Order in Text with Bigrams, Trigrams & Skip-grams

Word Tokenization: Breaking Text into Meaningful Units for NLP

Text Normalization: Unicode Forms, Case Folding & Whitespace Handling for NLP

Regular Expressions for NLP: Complete Guide to Pattern Matching in Python

Character Encoding: From ASCII to UTF-8 for NLP Practitioners

TF-IDF and Bag of Words: Complete Guide to Text Representation & Information Retrieval

Word Embeddings: From Word2Vec to GloVe - Understanding Distributed Representations

Text Preprocessing: Complete Guide to Tokenization, Normalization & Cleaning for NLP

Quadratic Programming for Portfolio Optimization: Complete Guide with Python Implementation

Vehicle Routing Problem with Time Windows: Complete Guide to VRPTW Optimization with OR-Tools

Minimum Cost Flow Slotting: Complete Guide to Network Flow Optimization & Resource Allocation

Mixed Integer Linear Programming (MILP) for Factory Optimization: Complete Guide with Mathematical Foundations & Implementation

CP-SAT Rostering: Complete Guide to Constraint Programming for Workforce Scheduling

NHITS: Neural Hierarchical Interpolation for Time Series Forecasting with Multi-Scale Decomposition & Implementation

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Kant's Groundwork of the Metaphysics of Morals: The Architecture of Moral Law

Aristotle's Nicomachean Ethics: The Architecture of a Good Life

Skip-gram Model: Learning Word Embeddings by Predicting Context

Singular Value Decomposition: Matrix Factorization for Word Embeddings & LSA

Pointwise Mutual Information: Measuring Word Associations in NLP

Term Frequency: Complete Guide to TF Weighting Schemes for Text Analysis

The Distributional Hypothesis: How Context Reveals Word Meaning

Inverse Document Frequency: How Rare Words Reveal Document Meaning

TF-IDF: Term Frequency-Inverse Document Frequency for Text Representation

Perplexity: The Standard Metric for Evaluating Language Models

BM25: Complete Guide to the Search Algorithm Behind Elasticsearch

Co-occurrence Matrices: Building Word Representations from Context

N-gram Language Models: Probability-Based Text Generation & Prediction

Smoothing Techniques for N-gram Language Models: From Laplace to Kneser-Ney

Bag of Words: Document-Term Matrices, Vocabulary Construction & Sparse Representations

Sentence Segmentation: From Period Disambiguation to Punkt Algorithm Implementation

N-grams: Capturing Word Order in Text with Bigrams, Trigrams & Skip-grams

Word Tokenization: Breaking Text into Meaningful Units for NLP

Text Normalization: Unicode Forms, Case Folding & Whitespace Handling for NLP

Regular Expressions for NLP: Complete Guide to Pattern Matching in Python

Character Encoding: From ASCII to UTF-8 for NLP Practitioners

TF-IDF and Bag of Words: Complete Guide to Text Representation & Information Retrieval

Word Embeddings: From Word2Vec to GloVe - Understanding Distributed Representations

Text Preprocessing: Complete Guide to Tokenization, Normalization & Cleaning for NLP

Quadratic Programming for Portfolio Optimization: Complete Guide with Python Implementation

Vehicle Routing Problem with Time Windows: Complete Guide to VRPTW Optimization with OR-Tools

Minimum Cost Flow Slotting: Complete Guide to Network Flow Optimization & Resource Allocation

Mixed Integer Linear Programming (MILP) for Factory Optimization: Complete Guide with Mathematical Foundations & Implementation

CP-SAT Rostering: Complete Guide to Constraint Programming for Workforce Scheduling

NHITS: Neural Hierarchical Interpolation for Time Series Forecasting with Multi-Scale Decomposition & Implementation

Explore by Topic

Stay updated