From 75516a226b9f759ad7ced73ba66e607b9a76e9e6 Mon Sep 17 00:00:00 2001 From: Josephine Kuo Date: Thu, 12 Sep 2024 12:01:40 +0200 Subject: [PATCH 1/6] Demo request Week 4 By Jkuo and Vanjav --- .../jkuo-vanjav/pull_request_template.md | 39 +++++++++++++++++++ 1 file changed, 39 insertions(+) create mode 100644 contributions/demo/week4/jkuo-vanjav/pull_request_template.md diff --git a/contributions/demo/week4/jkuo-vanjav/pull_request_template.md b/contributions/demo/week4/jkuo-vanjav/pull_request_template.md new file mode 100644 index 0000000000..2dbe9626b9 --- /dev/null +++ b/contributions/demo/week4/jkuo-vanjav/pull_request_template.md @@ -0,0 +1,39 @@ +**The pull request must both contain a README.md and have description following this template:** + +**The README.md file must be located in the directory**: + +`contributions//[/]-/README.md` + +# Assignment Proposal + +## Title + +Storing features with Feast in MLOps + +## Names and KTH ID + + - Student name 1 jkuo@kth.se + - Student name 2 vanjav@kth.se + +## Deadline + +_Selected deadline for the assignment_ + +_If contribution is a **demo** or **presentation** or **scientific-paper** pick one of the following:_ + +- Week 4 + +## Category + +_Category of your proposal_ + +- Demo + +## Description + +We will explain the purpose and demonstrate how to use the feature store “Feast”. We will demonstrate how to use the tools in order to organize features collected during training within a team and it's different feautures. + +**Relevance** + +Feast is an open-source feature store designed for managing and serving machine learning features. It helps streamline the process of feature engineering and provides a centralized repository for storing and managing features used in machine learning models. + From 1170b7b3ffe0a81897b9155866a2f506e2d1900e Mon Sep 17 00:00:00 2001 From: Josephine Kuo Date: Thu, 12 Sep 2024 12:03:10 +0200 Subject: [PATCH 2/6] Demo request Week 4 Josephine Kuo and Vanja Vidmark --- contributions/demo/week4/jkuo-vanjav/pull_request_template.md | 4 ++-- 1 file changed, 2 insertions(+), 2 deletions(-) diff --git a/contributions/demo/week4/jkuo-vanjav/pull_request_template.md b/contributions/demo/week4/jkuo-vanjav/pull_request_template.md index 2dbe9626b9..53ceea9546 100644 --- a/contributions/demo/week4/jkuo-vanjav/pull_request_template.md +++ b/contributions/demo/week4/jkuo-vanjav/pull_request_template.md @@ -12,8 +12,8 @@ Storing features with Feast in MLOps ## Names and KTH ID - - Student name 1 jkuo@kth.se - - Student name 2 vanjav@kth.se + - Josephine Kuo jkuo@kth.se + - Vanja Vidmark vanjav@kth.se ## Deadline From e8f62ac9568d43ba3d02963d3781c7482cb5d309 Mon Sep 17 00:00:00 2001 From: Josephine Kuo Date: Thu, 12 Sep 2024 15:07:19 +0200 Subject: [PATCH 3/6] Proposal Demo Week 4 --- .../week4/jkuo-vanjav/pull_request_template.md | 14 +++++--------- 1 file changed, 5 insertions(+), 9 deletions(-) diff --git a/contributions/demo/week4/jkuo-vanjav/pull_request_template.md b/contributions/demo/week4/jkuo-vanjav/pull_request_template.md index 53ceea9546..8415539630 100644 --- a/contributions/demo/week4/jkuo-vanjav/pull_request_template.md +++ b/contributions/demo/week4/jkuo-vanjav/pull_request_template.md @@ -2,13 +2,13 @@ **The README.md file must be located in the directory**: -`contributions//[/]-/README.md` +`contributions/demo/week4/jkuo-vanjav/README.md` # Assignment Proposal ## Title -Storing features with Feast in MLOps +Feast in MLOps ## Names and KTH ID @@ -17,23 +17,19 @@ Storing features with Feast in MLOps ## Deadline -_Selected deadline for the assignment_ - -_If contribution is a **demo** or **presentation** or **scientific-paper** pick one of the following:_ - - Week 4 ## Category -_Category of your proposal_ - - Demo ## Description +We will demonstrate how to use the feature store “Feast”. -We will explain the purpose and demonstrate how to use the feature store “Feast”. We will demonstrate how to use the tools in order to organize features collected during training within a team and it's different feautures. +We will showcase how to deploy a local feature store, build a training set using time series features and how to retrieve training data by getting historical data. This solves the problem of “point in time join” which is the problem of getting features that are accurate at a specific point in time. **Relevance** Feast is an open-source feature store designed for managing and serving machine learning features. It helps streamline the process of feature engineering and provides a centralized repository for storing and managing features used in machine learning models. + From 7b989b8abec791a7bfc878cf555cee6d83b45d10 Mon Sep 17 00:00:00 2001 From: Josephine Kuo Date: Thu, 12 Sep 2024 15:11:45 +0200 Subject: [PATCH 4/6] Proposal Demo week4 --- contributions/demo/week4/jkuo-vanjav/pull_request_template.md | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/contributions/demo/week4/jkuo-vanjav/pull_request_template.md b/contributions/demo/week4/jkuo-vanjav/pull_request_template.md index 8415539630..445ab802dd 100644 --- a/contributions/demo/week4/jkuo-vanjav/pull_request_template.md +++ b/contributions/demo/week4/jkuo-vanjav/pull_request_template.md @@ -30,6 +30,6 @@ We will showcase how to deploy a local feature store, build a training set using **Relevance** -Feast is an open-source feature store designed for managing and serving machine learning features. It helps streamline the process of feature engineering and provides a centralized repository for storing and managing features used in machine learning models. +Feast is an open-source feature store designed for managing and serving machine learning features. It helps streamline the process of feature engineering and provides a centralized repository for storing and managing features used in machine learning models. From 2490c0a353a263779f1c77f56f19579540216524 Mon Sep 17 00:00:00 2001 From: Josephine Kuo Date: Thu, 12 Sep 2024 15:20:29 +0200 Subject: [PATCH 5/6] Proposal demo week 4 --- contributions/demo/week4/jkuo-vanjav/pull_request_template.md | 1 - 1 file changed, 1 deletion(-) diff --git a/contributions/demo/week4/jkuo-vanjav/pull_request_template.md b/contributions/demo/week4/jkuo-vanjav/pull_request_template.md index 445ab802dd..aee87b7c35 100644 --- a/contributions/demo/week4/jkuo-vanjav/pull_request_template.md +++ b/contributions/demo/week4/jkuo-vanjav/pull_request_template.md @@ -32,4 +32,3 @@ We will showcase how to deploy a local feature store, build a training set using Feast is an open-source feature store designed for managing and serving machine learning features. It helps streamline the process of feature engineering and provides a centralized repository for storing and managing features used in machine learning models. - From cae3ed53ba6137bcffc373adc23a5bc8cab0e358 Mon Sep 17 00:00:00 2001 From: Josephine Kuo Date: Thu, 12 Sep 2024 15:37:07 +0200 Subject: [PATCH 6/6] Proposal Demo Week 4 --- .../week4/jkuo-vanjav/{pull_request_template.md => README.md} | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) rename contributions/demo/week4/jkuo-vanjav/{pull_request_template.md => README.md} (100%) diff --git a/contributions/demo/week4/jkuo-vanjav/pull_request_template.md b/contributions/demo/week4/jkuo-vanjav/README.md similarity index 100% rename from contributions/demo/week4/jkuo-vanjav/pull_request_template.md rename to contributions/demo/week4/jkuo-vanjav/README.md index aee87b7c35..b98359eaa3 100644 --- a/contributions/demo/week4/jkuo-vanjav/pull_request_template.md +++ b/contributions/demo/week4/jkuo-vanjav/README.md @@ -23,6 +23,7 @@ Feast in MLOps - Demo + ## Description We will demonstrate how to use the feature store “Feast”. @@ -31,4 +32,3 @@ We will showcase how to deploy a local feature store, build a training set using **Relevance** Feast is an open-source feature store designed for managing and serving machine learning features. It helps streamline the process of feature engineering and provides a centralized repository for storing and managing features used in machine learning models. -