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DataTalksClub / data-engineering-zoomcamp

A free 9-week course teaching data engineering by building an end-to-end data pipeline using tools like Docker, Terraform, Kafka, Spark, and dbt.

learning-resources data-engineering education

UFund-Me / Qbot

Open-source AI-oriented quantitative investment platform covering data, strategy research, backtesting, simulated and live trading.

ml-framework data-science quantitative-finance

DataTalksClub / machine-learning-zoomcamp

A free, cohort-based course teaching ML engineering: training models, exposing them via APIs, and deploying with Docker, Kubernetes, and AWS Lambda.

learning-resources ml-framework backend

AlibabaCloudDocs / aliyun_acp_learning

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datawhalechina / base-llm

从 NLP 到 LLM 的算法全栈教程，在线阅读地址：https://datawhalechina.github.io/base-llm/

jupyter / notebook

Web-based notebook environment for interactive computing, supporting code, text, and output in one document.

data-science education

kubernetes / community

Kubernetes Community Documentation

yidao620c / python3-cookbook

《Python Cookbook》 3rd Edition Translation

apache / hamilton

Apache Hamilton helps data scientists and engineers define testable, modular, self-documenting dataflows, that encode lineage/tracing and metadata. Runs and scales everywhere python does.

inclusionAI / ling-cookbook

Guide, document and practical tips for getting the most out of the Ling model series.

AnswerDotAI / nbdev

Create delightful software with Jupyter Notebooks

superlinked / VectorHub

Deprecated historical repo. Superlinked now develops SIE, a self-hosted inference engine for embeddings, reranking, OCR, extraction, and document processing.