From f10721b30a0e4b48755973545ddd45e73d3747b9 Mon Sep 17 00:00:00 2001 From: Paras-96 Date: Fri, 14 Jun 2024 11:48:04 +0530 Subject: [PATCH 1/4] Added one useful resource Added the MLOps Roadmap: A Complete MLOps Career Guide to the section - Articles, providing useful insights to aspiring tech professionals in the MLOps domain. Please let me know if further changes are required. Thank you --- README.md | 2 ++ 1 file changed, 2 insertions(+) diff --git a/README.md b/README.md index 40e4177..5615275 100644 --- a/README.md +++ b/README.md @@ -416,6 +416,8 @@ Where to discover new tools and discuss about existing ones. * [Rules of Machine Learning: Best Practices for ML Engineering](https://developers.google.com/machine-learning/guides/rules-of-ml) (Google) * [The ML Test Score: A Rubric for ML Production Readiness and Technical Debt Reduction](https://static.googleusercontent.com/media/research.google.com/en//pubs/archive/aad9f93b86b7addfea4c419b9100c6cdd26cacea.pdf) (Google) * [What Is MLOps?](https://blogs.nvidia.com/blog/2020/09/03/what-is-mlops/) (NVIDIA) +* [MLOps Roadmap: A Complete MLOps Career Guide](https://www.scaler.com/blog/mlops-roadmap/) (Scaler Blogs) + ## Books From 479521bb3c16af856721d8acb28807dc6ab4eb7b Mon Sep 17 00:00:00 2001 From: Paras-96 Date: Wed, 3 Jul 2024 11:57:49 +0530 Subject: [PATCH 2/4] Update README.md I have made the changes that were suggested regarding the alphabetical order. Thank you --- README.md | 3 ++- 1 file changed, 2 insertions(+), 1 deletion(-) diff --git a/README.md b/README.md index 5615275..232b626 100644 --- a/README.md +++ b/README.md @@ -413,10 +413,11 @@ Where to discover new tools and discuss about existing ones. * [Machine Learning Operations (MLOps): Overview, Definition, and Architecture](https://arxiv.org/abs/2205.02302) (arXiv) * [MLOps: Continuous delivery and automation pipelines in machine learning](https://cloud.google.com/solutions/machine-learning/mlops-continuous-delivery-and-automation-pipelines-in-machine-learning) (Google) * [MLOps: Machine Learning as an Engineering Discipline](https://towardsdatascience.com/ml-ops-machine-learning-as-an-engineering-discipline-b86ca4874a3f) (Medium) +* [MLOps Roadmap: A Complete MLOps Career Guide](https://www.scaler.com/blog/mlops-roadmap/) (Scaler Blogs) * [Rules of Machine Learning: Best Practices for ML Engineering](https://developers.google.com/machine-learning/guides/rules-of-ml) (Google) * [The ML Test Score: A Rubric for ML Production Readiness and Technical Debt Reduction](https://static.googleusercontent.com/media/research.google.com/en//pubs/archive/aad9f93b86b7addfea4c419b9100c6cdd26cacea.pdf) (Google) * [What Is MLOps?](https://blogs.nvidia.com/blog/2020/09/03/what-is-mlops/) (NVIDIA) -* [MLOps Roadmap: A Complete MLOps Career Guide](https://www.scaler.com/blog/mlops-roadmap/) (Scaler Blogs) + ## Books From ab285b40796ada983246c2775eefb9cb424c111c Mon Sep 17 00:00:00 2001 From: Paras-96 Date: Wed, 3 Jul 2024 12:00:28 +0530 Subject: [PATCH 3/4] Update README.md --- README.md | 2 -- 1 file changed, 2 deletions(-) diff --git a/README.md b/README.md index 232b626..a956060 100644 --- a/README.md +++ b/README.md @@ -418,8 +418,6 @@ Where to discover new tools and discuss about existing ones. * [The ML Test Score: A Rubric for ML Production Readiness and Technical Debt Reduction](https://static.googleusercontent.com/media/research.google.com/en//pubs/archive/aad9f93b86b7addfea4c419b9100c6cdd26cacea.pdf) (Google) * [What Is MLOps?](https://blogs.nvidia.com/blog/2020/09/03/what-is-mlops/) (NVIDIA) - - ## Books * [Beginning MLOps with MLFlow](https://www.amazon.com/Beginning-MLOps-MLFlow-SageMaker-Microsoft/dp/1484265483) (Apress) From b3f160e869838ffc365d546647fe834aab19ddf5 Mon Sep 17 00:00:00 2001 From: "Kelvin S. do Prado" Date: Wed, 3 Jul 2024 21:22:48 -0300 Subject: [PATCH 4/4] Update README.md --- README.md | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/README.md b/README.md index a956060..51c85e1 100644 --- a/README.md +++ b/README.md @@ -411,9 +411,9 @@ Where to discover new tools and discuss about existing ones. * [Continuous Delivery for Machine Learning](https://martinfowler.com/articles/cd4ml.html) (Martin Fowler) * [Delivering on the Vision of MLOps: A maturity-based approach](https://azure.microsoft.com/mediahandler/files/resourcefiles/gigaom-Delivering-on-the-Vision-of-MLOps/Delivering%20on%20the%20Vision%20of%20MLOps.pdf) (GigaOm) * [Machine Learning Operations (MLOps): Overview, Definition, and Architecture](https://arxiv.org/abs/2205.02302) (arXiv) +* [MLOps Roadmap: A Complete MLOps Career Guide](https://www.scaler.com/blog/mlops-roadmap/) (Scaler Blogs) * [MLOps: Continuous delivery and automation pipelines in machine learning](https://cloud.google.com/solutions/machine-learning/mlops-continuous-delivery-and-automation-pipelines-in-machine-learning) (Google) * [MLOps: Machine Learning as an Engineering Discipline](https://towardsdatascience.com/ml-ops-machine-learning-as-an-engineering-discipline-b86ca4874a3f) (Medium) -* [MLOps Roadmap: A Complete MLOps Career Guide](https://www.scaler.com/blog/mlops-roadmap/) (Scaler Blogs) * [Rules of Machine Learning: Best Practices for ML Engineering](https://developers.google.com/machine-learning/guides/rules-of-ml) (Google) * [The ML Test Score: A Rubric for ML Production Readiness and Technical Debt Reduction](https://static.googleusercontent.com/media/research.google.com/en//pubs/archive/aad9f93b86b7addfea4c419b9100c6cdd26cacea.pdf) (Google) * [What Is MLOps?](https://blogs.nvidia.com/blog/2020/09/03/what-is-mlops/) (NVIDIA)