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Python - 100ๅคฉไปๆฐๆๅฐๅคงๅธ
This is a repo with links to everything you'd ever want to learn about data engineering
Data Engineering Zoomcamp is a free 9-week course on building production-ready data pipelines. The next cohort starts in January 2026. Join the course here ๐๐ผ
aka "Bayesian Methods for Hackers": An introduction to Bayesian methods + probabilistic programming with a computation/understanding-first, mathematics-second point of view. All in pure Python ;)
The fastai book, published as Jupyter Notebooks
In-depth tutorials on LLMs, RAGs and real-world AI agent applications.
Kalman Filter book using Jupyter Notebook. Focuses on building intuition and experience, not formal proofs. Includes Kalman filters,extended Kalman filters, unscented Kalman filters, particle filteโฆ
Materials for the Learn PyTorch for Deep Learning: Zero to Mastery course.
Learn ML engineering for free in 4 months! Register here ๐๐ผ
Labs and demos for courses for GCP Training (http://cloud.google.com/training).
A curated list of applied machine learning and data science notebooks and libraries across different industries (by @firmai)
TensorFlow 2.x version's Tutorials and Examples, including CNN, RNN, GAN, Auto-Encoders, FasterRCNN, GPT, BERT examples, etc. TF 2.0็ๅ ฅ้จๅฎไพไปฃ็ ๏ผๅฎๆๆ็จใ
An adversarial example library for constructing attacks, building defenses, and benchmarking both
Notebooks for learning deep learning
An open-source data logging library for machine learning models and data pipelines. ๐ Provides visibility into data quality & model performance over time. ๐ก๏ธ Supports privacy-preserving data collecโฆ
Algorithms for outlier, adversarial and drift detection
Natural Language Toolkit for Malaysian language, https://malaya.readthedocs.io/
Notebooks for the O'Reilly book "Learning Ray"
Speech Toolkit for Malaysian language, https://malaya-speech.readthedocs.io/
Data on Malaysian parliamentary election results + dataviz with the consolidated datasets
Social Media Analysis, scalable solution, flexible deployment that analyses social media contents