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HopsCarro authored Mar 12, 2024
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![readme header](/assets//images/card_horizontal.jpg)


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|**Full Stack Deep Learning**| This course shares best practices for the full stack; topics range from problem selection to dataset management to monitoring.| https://fullstackdeeplearning.com/|
|**MLOps course**| A series of lessons teaching how to apply ML to build production-grade products (by Goku Mohandas).|https://github.com/GokuMohandas/mlops-course |

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# **Definitions**

- [Context windows for LLMs](http://www.hopsworks.ai/dictionary/context-window-for-llms)
- [Feature Store](https://www.hopsworks.ai/dictionary/feature-store)
- [Feature Monitoring](https://www.hopsworks.ai/dictionary/feature-monitoring)
- [Flash Attention](https://www.hopsworks.ai/dictionary/flash-attention)
- [Function Calling with LLMs](https://www.hopsworks.ai/dictionary/function-calling-with-llms)
- [Gradient Accumulation](https://www.hopsworks.ai/dictionary/gradient-accumulation)
- [In Context Learning (ICL)](http://www.hopsworks.ai/dictionary/in-context-learning-icl)
- [KServe](https://www.hopsworks.ai/dictionary/kserve)
- [ML Observability](https://www.hopsworks.ai/dictionary/machine-learning-observability)
- [ML Pipeline](https://www.hopsworks.ai/dictionary/ml-pipeline)
- [ML Systems](https://www.hopsworks.ai/dictionary/ml-systems)
- [Model Deployment](https://www.hopsworks.ai/dictionary/model-deployment)
- [Model Monitoring](https://www.hopsworks.ai/dictionary/model-monitoring)
- [Model Registry](https://www.hopsworks.ai/dictionary/model-registry)
- [Model Serving](https://www.hopsworks.ai/dictionary/model-serving)
- [Retrieval Augmented Generation (RAG) LLM](https://www.hopsworks.ai/dictionary/retrieval-augmented-generation-llm)
- [RoPE Scaling](https://www.hopsworks.ai/dictionary/rope-scaling)
- [Sample Packing](https://www.hopsworks.ai/dictionary/sample-packing)
- [Similarity Search](http://www.hopsworks.ai/dictionary/similarity-search)

# **Support and Partners**
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