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Roger Taylor's Projects

deeptesla icon deeptesla

End-to-End Learning from Tesla Autopilot Driving Data

face_classification icon face_classification

Real-time face detection and emotion/gender classification using fer2013/imdb datasets with a keras CNN model and openCV.

fast-ai icon fast-ai

Practical Deep Learning for Coders (fast.ai courses)

handson-ml icon handson-ml

A series of Jupyter notebooks that walk you through the fundamentals of Machine Learning and Deep Learning in python using Scikit-Learn and TensorFlow.

imagesearch icon imagesearch

Full stack JavaScript app that allows you to search for images

llm-applications icon llm-applications

A comprehensive guide to building RAG-based LLM applications for production.

pub-restaurant-simulation icon pub-restaurant-simulation

Simulate a fast food restaurant in a UK pub using SimPy - track queueing metrics & optimize staff allocation.

ray icon ray

Ray is a unified framework for scaling AI and Python applications. Ray consists of a core distributed runtime and a set of AI Libraries for accelerating ML workloads.

sl-quant icon sl-quant

Companion code for the "Self Learning Quant" blog post

url-shortener icon url-shortener

Pass a URL as a parameter and a shortened URL is sent in the JSON response to the client

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