My Blogs

Thoughts, insights, and learnings from my journey in software development, data science, and technology.

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20 posts
Probability: The Probability Measure

Probability: The Probability Measure

probabilitymeasure-theorystatistics+2
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Probability: Introduction to Measure Theory

Probability: Introduction to Measure Theory

probabilitymeasure-theoryset-theory
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How to use RAISE and CRUD clauses in the same case trigger in SQLite

How to use RAISE and CRUD clauses in the same case trigger in SQLite

sqlitesqldatabase+3
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A comprehensive guide to database normalization

A comprehensive guide to database normalization

dbmsnormalizationdatabase-normalization+1
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Adding Auth to your Next App in 5 minutes

Adding Auth to your Next App in 5 minutes

nextjsnextauthauthentication+2
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LLM from Scratch — Part 1 Bigram model

LLM from Scratch — Part 1 Bigram model

llmchatgptnlp+2
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Neural Networks from Scratch — part 4 Layers

Neural Networks from Scratch — part 4 Layers

neural-networksgradient-descentlinear-algebra+2
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Neural Networks from Scratch — part 3 Multiple inputs and Activations

Neural Networks from Scratch — part 3 Multiple inputs and Activations

neural-networksgradient-descentmultivariable-calculus+1
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Neural Networks from Scratch — part 2 Chaining Neurons

Neural Networks from Scratch — part 2 Chaining Neurons

neural-networkspythonmultivariable-calculus+2
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Neural Networks from Scratch — part 1

Neural Networks from Scratch — part 1

neural-networkspythongradient-descent+2
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The Marcenko-Pastur Theorem and its use in portfolio Allocation

The Marcenko-Pastur Theorem and its use in portfolio Allocation

stock-analysisportfolio-allocationstatistics
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Principle Component Analysis from the fundamentals

Principle Component Analysis from the fundamentals

eigenvectorsdimensionality-reductionpca-analysis+2
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Building a Crypto Backtester with the Coinbase API — Part 3: Market data

Building a Crypto Backtester with the Coinbase API — Part 3: Market data

pythoncryptotrading+2
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Building a Crypto Backtester with the Coinbase API — Part 2: Code setup

Building a Crypto Backtester with the Coinbase API — Part 2: Code setup

pythoncryptotrading+2
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Building a Crypto Backtester with the Coinbase API — Part 1: Setup

Building a Crypto Backtester with the Coinbase API — Part 1: Setup

tradingalgorithmic-tradingpython+3
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Fibonacci sequence part 2: From O(n) to O(log n)

Fibonacci sequence part 2: From O(n) to O(log n)

dynamic-programmingmemoizationrecursion+2
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The fibonacci sequence part 1: From O(2^n) to O(n)

The fibonacci sequence part 1: From O(2^n) to O(n)

fibonaccimemoizationrecursion+2
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Why differencing works to detrend a time series

Why differencing works to detrend a time series

time-series-analysispythonpandas+2
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How to convert CSV to SQL database using Python and Sqlite3

How to convert CSV to SQL database using Python and Sqlite3

sqlite3pythonpandas+1
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Creating a Recursive Division Maze Algorithm in JavaScript

Creating a Recursive Division Maze Algorithm in JavaScript

maze-generationjavascriptalgorithms+2
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