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The dataset contains the three-phase current signals measured from a squirrel-cage induction motor. The experimental tests were carried out for different fault levels in each winding phase; data wa…
collection of predictive maintenance solutions for NASAs turbofan (CMAPSS) dataset
Papers and datasets for Vibration Analysis
Datasets for Predictive Maintenance
Scripts and PLC programs from my talk at PyCon 2019
A VSCode extension that allows you to use ChatGPT
List of Computer Science courses with video lectures.
A curated list of awesome self-supervised methods
A Collection of Cheatsheets, Books, Questions, and Portfolio For DS/ML Interview Prep
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.
[Course-2020-2023] taught at Duke MIDS. This is also a Coursera Course that covers MLOps, ML Engineering and the foundations of Cloud Computing for Data Science.
A roadmap connecting many of the most important concepts in machine learning, how to learn them and what tools to use to perform them.
All course materials for the Zero to Mastery Deep Learning with TensorFlow course.
All course materials for the Zero to Mastery Machine Learning and Data Science course.
Take a photo of food and learn about it.
Deploying a ML model in the browser using TensorFlow JS
Materials for the Learn PyTorch for Deep Learning: Zero to Mastery course.
Machine Learning powered app to decide whether a photo is food or not.