PinnedJoseph George LewisinTowards AIExplainable AI: Thinking like a machineAn explainer for XAI, AI UX and other trends and methods in building interpretable and trustworthy AI in projects and enterprise.12 min read·Mar 18, 2024--1--1
Joseph George LewisinTowards Data ScienceDemo AI Products Like a ProAn intro to expert guide on using Gradio to demonstrate product value to expert and non-technical audiences.15 min read·May 7, 2024----
Joseph George LewisinTowards Data ScienceWhat Next? Exploring Graph Neural Network Recommendation EnginesIt’s so difficult to decide what to watch next. Let’s build an AI algorithm to do it for us!11 min read·Jan 4, 2024--2--2
Joseph George LewisinLevel Up CodingStable Diffusion: How AI converts text to imagesDocumenting my journey learning and getting hands-on with Stable Diffusion for other learners.13 min read·Sep 12, 2023----
Joseph George LewisinTowards Data ScienceSimulating a Theme Park: Understanding queue times with RSimulating a theme park to understand queue times and learn how business processes can be optimised in R.11 min read·Aug 21, 2023--5--5
Joseph George LewisData Science Certifications and Qualifications to Gain in 2023The New Year is a great time to get certified or upskill. Includes: Azure, IBM and TensorFlow.4 min read·Jan 26, 2023----
Joseph George LewisinGeek CultureHow I trained AI to watch the SimpsonsTraining a PyTorch Faster R-CNN for object detection of Simpsons characters with bounding box data, using Google Colab.9 min read·Jan 24, 2023--2--2
Joseph George LewisQuerying with GraphQL vs REST APIs in PythonGraphQL is still an emerging technology but how will that affect how you use APIs? Concept, code, pros and cons.5 min read·Sep 26, 2022----
Joseph George LewisLast Man Standing: Survival Analysis in PythonA brief example of applying the SciKit Survival package in Python to model survival of Roman Emperors.5 min read·Sep 22, 2022----
Joseph George LewisinPython in Plain EnglishSoftware Design Principles Every Data Scientist Should KnowSimple, SOLID design principles applied to data science problems for full stack data scientists!6 min read·Sep 22, 2022----
