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Joseph Robinson, Ph.D.

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Towards Data Science

From Basic Gates to Deep Neural Networks: The Definitive Perceptron Tutorial

Demystifying Mathematics, Binary Classification, and Logic Gates

21 min readApr 28, 2023

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From Basic Gates to Deep Neural Networks: The Definitive Perceptron Tutorial

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Joseph Robinson, Ph.D.
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Towards Data Science

Remote Development Made Easy

Get set up to work remotely in PyCharm in < 5 minutes!

5 min readMar 15, 2020

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Remote Development Made Easy

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Joseph Robinson, Ph.D.
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Towards Data Science

Pandas Tips & Tricks: Need For Speed

A Personal Favorite 1-Liner

3 min readDec 18, 2019

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Pandas Tips & Tricks: Need For Speed

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Better Programming

C++ Smart Pointer Explained Through Intuitive Visuals

Part 3 of my C++ pointer series

6 min readApr 27, 2022

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C++ Smart Pointer Explained Through Intuitive Visuals

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Joseph Robinson, Ph.D.
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Towards Data Science

How Computers See Depth: Recent Advances in Deep Learning-Based Methods

Part 1: Motivation and fundamentals of stereo vision

11 min readDec 28, 2021

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How Computers See Depth: Recent Advances in Deep Learning-Based Methods

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Joseph Robinson, Ph.D.
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Towards Data Science

Unveiling the Secrets of Log-Loss

Math, Theory, and Intuition for Machine Learning Engineers

12 min readNov 23, 2023

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Unveiling the Secrets of Log-Loss

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Joseph Robinson, Ph.D.
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Python in Plain English

5 Intermediate Python Constructs: A Guide to Superior Coding

Navigate with Decorators, Generators, Context Managers, and Metaclasses Like a Pro

13 min readSep 26, 2023

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5 Intermediate Python Constructs: A Guide to Superior Coding

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Joseph Robinson, Ph.D.
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ITNEXT

Level Up: How Video Games Revolutionized Parallel Computing

A Journey Through Gaming Graphics Evolution

23 min readAug 17, 2023

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Level Up: How Video Games Revolutionized Parallel Computing

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Joseph Robinson, Ph.D.

Good stuff!

1 min readJun 29, 2023

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Joseph Robinson, Ph.D.
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Towards Data Science

Mastering Configuration Management in Machine Learning with Hydra

Delve into real-world examples to transform configuration management in your ML applications

18 min readJun 15, 2023

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Mastering Configuration Management in Machine Learning with Hydra

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Joseph Robinson, Ph.D.

Joseph Robinson, Ph.D.

Lead AI Engineer at BitHuman. Phd (NEU ‘20). Focus: applied ML w emphasis on vision, big data, automatic face understanding; https://www.jrobsvision.com

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