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Joseph Robinson, Ph.D.

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Published in
Towards AI

The Fundamental Mathematics of Machine Learning

A Deep Dive into Vector Norms, Linear Algebra, Calculus

Jul 26, 2024

The Fundamental Mathematics of Machine Learning

Jul 26, 2024

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Published in
Towards AI

5 Data Structures That Machine Learning Engineers and Data Scientists Must Know

A Comprehensive Guide to Efficiency and Scalability

Sep 4, 2024

5 Data Structures That Machine Learning Engineers and Data Scientists Must Know

Sep 4, 2024

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Published in
TDS Archive

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

Demystifying Mathematics, Binary Classification, and Logic Gates

Apr 28, 2023

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

Apr 28, 2023

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Published in
TDS Archive

Pandas Tips & Tricks: Need For Speed

A Personal Favorite 1-Liner

Dec 18, 2019

Pandas Tips & Tricks: Need For Speed

Dec 18, 2019

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Published in
Better Programming

C++ Smart Pointer Explained Through Intuitive Visuals

Part 3 of my C++ pointer series

Apr 27, 2022

C++ Smart Pointer Explained Through Intuitive Visuals

Apr 27, 2022

Published in
Level Up Coding

Mastering init.py in Python: A Complete Guide to Imports, Packages, and Best Practices

Structure Python packages, control imports, and write a clean, efficient init.py. Machine learning example included!

Mar 17

Mastering __init__.py in Python: A Complete Guide to Imports, Packages, and Best Practices

Mar 17

Pythonic Thinking for Data Scientists: Elegant Coding Tips + Tricks for Machine Learning and Beyond

Practical Tips and Examples to Transform Your Data Science Workflow with Pythonic Principles

Jan 31

Created by the author using GenAI and Canva.

Jan 31

Published in
Level Up Coding

From Messy to Masterpiece: The Art of Pythonic Coding

The One Pep20 Guide You’ll Need + 10 Hacks for Beautiful Code

Jan 7

From Messy to Masterpiece: The Art of Pythonic Coding

Jan 7

Published in
Towards AI

Think You’re a Data Science Expert? Answer These 7 Questions to Find Out

Review the fundamentals, sharpen your skills, and ace that interview with this data science pop quiz!

Dec 21, 2024

Think You’re a Data Science Expert? Answer These 7 Questions to Find Out

Dec 21, 2024

Published in
Level Up Coding

Mastering Advanced Algorithms and Data Structures: 11 Key Takeaways from Advanced Algorithms and…

Actionable Lessons for Competitive Programming, System Design, and Beyond

Dec 20, 2024

Mastering Advanced Algorithms and Data Structures: 11 Key Takeaways from Advanced Algorithms and…

Dec 20, 2024

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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