Robert Kwiatkowski – Medium

Robert Kwiatkowski

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Stackademic

Mastering Clustering — DBSCAN

How to correctly and efficiently cluster geographical data with DBSCAN

Apr 17, 2024

Mastering Clustering — DBSCAN

Apr 17, 2024

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Published in
TDS Archive

Monte Carlo Simulation — a practical guide

A versatile method for parameters estimation. Exemplary implementation in Python programming language.

Jan 31, 2022

Monte Carlo Simulation — a practical guide

Jan 31, 2022

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Published in
TDS Archive

Gradient Descent Algorithm — a deep dive

The Gradient Descent method lays the foundation for machine learning and deep learning techniques.

May 22, 2021

Gradient Descent Algorithm — a deep dive

May 22, 2021

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TDS Archive

Depth-First Search — Fundamental Graph Algorithm

Python recursive implementation of DFS algorithm with examples and step-by-step explanations

Sep 26, 2024

Depth-First Search — Fundamental Graph Algorithm

Sep 26, 2024

Is Moore’s Law Dead? Dying? Or still Alive?

Looking into technical details behind Moore’s Law.

Mar 5, 2024

Is Moore’s Law Dead? Dying? Or still Alive?

Mar 5, 2024

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TDS Archive

When CPU is faster than GPU — typical cases

How to choose the hardware to optimize the computation for your use case

May 21, 2023

When CPU is faster than GPU — typical cases

May 21, 2023

Published in
TDS Archive

Lightweight Introduction to MLOps

How and where the MLOps journey starts — basic building blocks

Nov 9, 2022

Lightweight Introduction to MLOps

Nov 9, 2022

Published in
TDS Archive

Backpropagation — chain rule and PyTorch in action

A simple guide from a theory to the implementation in Pytorch.

Jul 6, 2022

Backpropagation — chain rule and PyTorch in action

Jul 6, 2022

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TDS Archive

Batch, Mini-Batch and Stochastic Gradient Descent for Linear Regression

Implementation and comparison of three basic Gradient Descent variants

Jun 15, 2021

Batch, Mini-Batch and Stochastic Gradient Descent for Linear Regression

Jun 15, 2021

Published in
The Startup

Short Introduction to the Internet of Things (IoT)

Smart homes and cities, Industry 4.0, drones and more

Jul 31, 2020

Short Introduction to the Internet of Things (IoT)

Jul 31, 2020

Published in
TDS Archive

Optimizing Number of your Job Interviews with Binomial Distribution and Python

Learn how to maximize the chances of getting a work offer by optimizing the number of interviews per month using a statistical approach…

Apr 27, 2020

Optimizing Number of your Job Interviews with Binomial Distribution and Python

Apr 27, 2020

Published in
TDS Archive

Performing Linear Regression Using the Normal Equation

It is not always necessary to run an optimization algorithm to perform linear regression. You can solve a specific algebraic equation —…

Apr 13, 2020

Performing Linear Regression Using the Normal Equation

Apr 13, 2020

Robert Kwiatkowski

Robert Kwiatkowski

Machine Learning Engineer with a background in the Aerospace Industry www.linkedin.com/in/robertkwiatkowski01

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Data Analysis and Visualization

Cloud & MLOps

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