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Machine Learning Engineering Open Book
An open-source framework that simplifies implementation of data solutions.
Build DataOps platform with Apache Airflow and dbt on AWS
🎨 Diagram as Code for prototyping cloud system architectures
A comprehensive list of books on Software Architecture.
♒︎ [WIP] An experimental ~distributed~ commit-log
Small tool to convert an IAM Policy in JSON format into a Terraform aws_iam_policy_document
Terraform module for deploying scheduled task to AWS ECS using AWS Fargate
📖 A collection of pure bash alternatives to external processes.
🤗 Transformers: State-of-the-art Machine Learning for Pytorch, TensorFlow, and JAX.
StyleGAN - Official TensorFlow Implementation
Free online textbook of Jupyter notebooks for fast.ai Computational Linear Algebra course
Visualizations for machine learning datasets
Data science Python notebooks: Deep learning (TensorFlow, Theano, Caffe, Keras), scikit-learn, Kaggle, big data (Spark, Hadoop MapReduce, HDFS), matplotlib, pandas, NumPy, SciPy, Python essentials,…
A complete daily plan for studying to become a machine learning engineer.
machine learning and deep learning tutorials, articles and other resources
The most cited deep learning papers
Deep Learning papers reading roadmap for anyone who are eager to learn this amazing tech!