From 77ca1095c2499ea87b57cd924e72cc267d4db9f3 Mon Sep 17 00:00:00 2001 From: "Mia von Steinkirch, PhD, MSc" <1130416+bt3gl@users.noreply.github.com> Date: Mon, 2 Mar 2020 16:20:31 -0800 Subject: [PATCH] Update README.md --- README.md | 15 +++++++-------- 1 file changed, 7 insertions(+), 8 deletions(-) diff --git a/README.md b/README.md index 61eb595..7b98f1c 100644 --- a/README.md +++ b/README.md @@ -1,4 +1,4 @@ -# ETL, ML, and ML Pipelines +# Machine Learning Pipelines ``` In this repository we cover resources for deploying Machine learning @@ -7,18 +7,17 @@ transformation, pre-processing data for use in training, training a model, and h the model. ``` -Three conceptual steps are how most data pipelines are designed and structured: - -* **Extract**: sensors wait for upstream data sources. -* **Transform**: business logic is applied (e.g. filtering, grouping, and aggregation to translate raw data into analysis-ready datasets). -* **Load**: processed data is transported to a final destination. - - # Resources in this repository +### Machine Learning Science + * [Deep Learning](https://github.com/bt3gl/Curated_ETL-and-ML-Pipelines/blob/master/deep_learning_resources.md). + +### Machine Learning Infrastructure + * [Airflow](https://github.com/bt3gl/Curated_ETL-and-ML-Pipelines/blob/master/airflow.md). +----- # External Resources