Joseph George Lewis – Medium

Joseph George Lewis

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Joseph George Lewis
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Towards AI

Explainable AI: Thinking like a machine

An explainer for XAI, AI UX and other trends and methods in building interpretable and trustworthy AI in projects and enterprise.

12 min readMar 18, 2024

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Explainable AI: Thinking like a machine

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Joseph George Lewis
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Towards Data Science

Demo AI Products Like a Pro

An intro to expert guide on using Gradio to demonstrate product value to expert and non-technical audiences.

15 min readMay 7, 2024

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Demo AI Products Like a Pro

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Joseph George Lewis
in
Towards Data Science

What Next? Exploring Graph Neural Network Recommendation Engines

It’s so difficult to decide what to watch next. Let’s build an AI algorithm to do it for us!

11 min readJan 4, 2024

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What Next? Exploring Graph Neural Network Recommendation Engines

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Joseph George Lewis
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Level Up Coding

Stable Diffusion: How AI converts text to images

Documenting my journey learning and getting hands-on with Stable Diffusion for other learners.

13 min readSep 12, 2023

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Stable Diffusion: How AI converts text to images

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Joseph George Lewis
in
Towards Data Science

Simulating a Theme Park: Understanding queue times with R

Simulating a theme park to understand queue times and learn how business processes can be optimised in R.

11 min readAug 21, 2023

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Simulating a Theme Park: Understanding queue times with R

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Joseph George Lewis

Data Science Certifications and Qualifications to Gain in 2023

The New Year is a great time to get certified or upskill. Includes: Azure, IBM and TensorFlow.

4 min readJan 26, 2023

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Data Science Certifications and Qualifications to Gain in 2023

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Joseph George Lewis
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Geek Culture

How I trained AI to watch the Simpsons

Training a PyTorch Faster R-CNN for object detection of Simpsons characters with bounding box data, using Google Colab.

9 min readJan 24, 2023

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How I trained AI to watch the Simpsons

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Joseph George Lewis

Querying with GraphQL vs REST APIs in Python

GraphQL is still an emerging technology but how will that affect how you use APIs? Concept, code, pros and cons.

5 min readSep 26, 2022

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Querying with GraphQL vs REST APIs in Python

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Joseph George Lewis

Last Man Standing: Survival Analysis in Python

A brief example of applying the SciKit Survival package in Python to model survival of Roman Emperors.

5 min readSep 22, 2022

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Last Man Standing: Survival Analysis in Python

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Joseph George Lewis
in
Python in Plain English

Software Design Principles Every Data Scientist Should Know

Simple, SOLID design principles applied to data science problems for full stack data scientists!

6 min readSep 22, 2022

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Software Design Principles Every Data Scientist Should Know

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Joseph George Lewis

Joseph George Lewis

Data Scientist focused on reproducibility, package design, data vis, data ethics and natural language processing. (AP Data Science BSc Hons, First Class)

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