James Crosbie's Projects
Code from my course, "Artificial Intelligence with TensorFlow"
Bayesian Analysis (Python & R)
A python tutorial on bayesian modeling techniques (PyMC3)
Development of options to solve the kaggle cats v dogs competition
Source code accompanying book: Data Science on the Google Cloud Platform, Valliappa Lakshmanan, O'Reilly 2017
Doing Bayesian Data Analysis, 2nd Edition (Kruschke, 2015): Python/PyMC3 code
Following "Doing Bayesian Data Analysis", in python
Deep Learning papers reading roadmap for anyone who are eager to learn this amazing tech!
Jupyter notebooks for the code samples of the book "Deep Learning with Python"
Courses, tutorials and examples of Deep Learning with TensorFlow
Example Repo for the Udemy Course "Deployment of Machine Learning Models"
Docker Apache Airflow
testing docker CI/CD pipeline
I threw together a timed "Hot Ones" style wing eating challenge to decide draft picks for my fantasy football league.
Resources (code, slides) for our GitHub Actions course (https://acad.link/gh-actions)
A series of Jupyter notebooks that walk you through the fundamentals of Machine Learning and Deep Learning in Python using Scikit-Learn, Keras and TensorFlow 2.
Uses Keras and CNN to recognise IAM handwritten words
Intro to SQL workshop
my local settings
A collection of machine learning examples and tutorials.
Free MLOps course from DataTalks.Club
python flask d3+ visualisation of patient network flows
Basic Neural Style Transfer programme
Object detection with TensorFlow and YOLO using docker
Code snippets and tutorials for working with social science data in PySpark
use gh-actions with r