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.Mar 181Mar 181
Joseph George LewisinTowards AIReference Guide to File Formats for MLA brief but comprehensive guide to the many file formats for storing, using and sharing ML models from small models to LLMs.Aug 13Aug 13
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.May 7May 7
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!Jan 42Jan 42
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.Sep 12, 2023Sep 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.Aug 21, 20235Aug 21, 20235
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.Jan 24, 20232Jan 24, 20232
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.Sep 26, 2022Sep 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.Sep 22, 2022Sep 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!Sep 22, 2022Sep 22, 2022