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This is a Google colab based notebook that allows you to test Amazon's Chronos Time Series Forecasting model against some demo data, or your own.
Pointers and tools for learning and day-to-day practice of engineering management & leadership.
👔 How to transition from software development to engineering management
Solutions to PHME21 Data Challenge by Team GTU.
Udemy A-Z Hadoop ve Büyük Veri Eğitimi kursuna ait kod ve dosyaları içerir.
Get up and running with Llama 3.3, DeepSeek-R1, Phi-4, Gemma 3, Mistral Small 3.1 and other large language models.
The OEE-Designer is the build time environment for OEE applications.
A Notebook where I implement differents anomaly detection algorithms on a simple exemple. The goal was just to understand how the different algorithms works and their differents caracteristics.
A curated list of applied machine learning and data science notebooks and libraries across different industries (by @firmai)
An Improved Langchain RAG Tutorial (v2) with local LLMs, database updates, and testing.
Prediction of Remaining Useful Life (RUL) of NASA Turbofan Jet Engine using libraries such as Numpy, Matplotlib and Pandas. Prediction is done by training a model using Keras (TensorFlow).
In this notebook, we build an LSTM network for the data set and scenerio described at Predictive Maintenance Template to predict remaining useful life of aircraft engines. In summary, the template …
Best Practices on Recommendation Systems
This is a repo with links to everything you'd ever want to learn about data engineering
Python library for portfolio optimization built on top of scikit-learn
📚 Papers & tech blogs by companies sharing their work on data science & machine learning in production.
Data Engineering Zoomcamp is a free nine-week course that covers the fundamentals of data engineering.
A demo of using Hilbert-Huang Transform (HHT) for non-stationary and non-linear signal analysis.