Remove links to obsolete resources (#248)

README.md

@@ -31,10 +31,8 @@ What are you interested in seeing examples of? [Jot down your big idea here.](ht
   - [Parameters](#parameters)
   - [Testing](#testing)
   - [Triggering Flow Runs](#triggering-flow-runs)
-  - [Flow Deployment](#flow-deployment)
 
 - [Diving Deeper](#diving-deeper-)
-  - [Deployments & CICD](#deployments--cicd)
   - [Streaming & Event-Driven Workflows](#streaming--event-driven-workflows)
   - [Serverless](#serverless)
   - [Data Engineering / DataOps](#data-engineering--dataops)
@@ -48,24 +46,20 @@ What are you interested in seeing examples of? [Jot down your big idea here.](ht
   - [Django](#django)
   - [Pydantic](#pydantic)
   - [Hex](#hex)
-  - [Product](#product)
   - [Data Science](#data-science)
   - [Modular Data Stack](#modular-data-stack)
   - [Miscellaneous](#miscellaneous)
-  - [Legacy (Prefect 1.0)](#prefect-10-legacy)
 - [Issues & Bugs](#issues--bugs-)
 - [Contributions](#contributions)
 - [Join the Discussion](#join-our-discussions-%EF%B8%8F)
 - [Thanks](#thanks-)
 
 ## Getting Started 🍯
-#### Introductory Videos
-- [What is Prefect?](https://www.youtube.com/watch?v=ZK1s8OfVSpY)
-- [Prefect Demo](https://www.youtube.com/watch?v=-MC-TLDbJ1U)
-- [Getting Started with Prefect Cloud](https://www.youtube.com/watch?v=vOpmE5w0XuU&t=1s)
+#### Introduction
+- [What is Prefect?](https://www.prefect.io/blog/intro-to-workflow-orchestration)
+- [An Introduction to Your First Prefect Flow](https://www.youtube.com/watch?v=4yIW34WcmBQ)
 
 #### Subflows
-- [Getting Started With Subflows](https://discourse.prefect.io/t/migrating-to-prefect-2-0-from-flow-of-flows-to-subflows/1318)
 - [Run Multiple Subflows or Child Flows in Parallel](https://discourse.prefect.io/t/how-can-i-run-multiple-subflows-or-child-flows-in-parallel/96)
 - [Subflow with a Different Task Runner Than Parent Flow](https://discourse.prefect.io/t/can-my-subflow-use-a-different-task-runner-than-my-parent-flow/101)
 - [Create a Subflow and Block Until It's Completed](https://discourse.prefect.io/t/how-can-i-create-a-subflow-and-block-until-it-s-completed/94)
@@ -101,43 +95,9 @@ What are you interested in seeing examples of? [Jot down your big idea here.](ht
 - [Explain Your Python Exceptions with OpenAI](https://medium.com/the-prefect-blog/explain-your-python-exceptions-with-openai-b41a69b3d436)
 
 #### Triggering Flow Runs
-- [Trigger a deployment run when new files land in S3 Event Notifications with EventBridge](/devops/infrastructure-as-code/aws/s3-eventbridge/)
 - [Triggering Flow Runs From a Deployment via API Call or From a Terminal Using Curl](https://discourse.prefect.io/t/how-to-trigger-a-flow-run-from-a-deployment-via-api-call-using-python-requests-library-or-from-a-terminal-using-curl/1396)
-- [Event-Driven Data Pipelines with AWS Lambda and GitHub Actions](https://medium.com/the-prefect-blog/event-driven-data-pipelines-with-aws-lambda-prefect-and-github-actions-b3d9f84b1309)
-
-#### Flow Deployment
-- [Deploy Flows to Run as a Local Process, Docker Container or a Kubernetes Job](https://discourse.prefect.io/t/how-to-deploy-prefect-2-0-flows-to-run-as-a-local-process-docker-container-or-a-kubernetes-job/1246)
-- [Deploy Flows to AWS](https://discourse.prefect.io/t/how-to-deploy-prefect-2-0-flows-to-aws/1252)
-- [Deploy Flows to GCP](https://discourse.prefect.io/t/how-to-deploy-prefect-2-0-flows-to-gcp/1251)
-- [Deploy Flows to Azure](https://discourse.prefect.io/t/how-to-deploy-prefect-2-0-flows-to-azure/1312)
-- [Store Flows in GitHub and Execute in a Docker Container](https://towardsdatascience.com/create-robust-data-pipelines-with-prefect-docker-and-github-12b231ca6ed2)
-- [Python-Based Deployments](https://discourse.prefect.io/t/prefect-2-1-0-has-just-arrived-it-includes-python-based-deployments-improvements-to-work-queues-tons-of-new-integrations-and-features/1422)
 
 ## Diving Deeper 🍱
-#### Deployments & CICD
-- [Scheduled Data Pipelines in 5 Minutes with Prefect and GitHub Actions - Blog](https://medium.com/the-prefect-blog/scheduled-data-pipelines-in-5-minutes-with-prefect-and-github-actions-39a5e4ab03f4)
-    - [Scheduling: Get started with Prefect by scheduling your Prefect flows with GitHub Actions - GitHub Repo](https://github.com/anna-geller/prefect-getting-started)
-- [Declarative Dataflow Deployments with Prefect Make CI/CD a Breeze](https://medium.com/the-prefect-blog/declarative-dataflow-deployments-with-prefect-make-ci-cd-a-breeze-fe77bdbb58d4)
-- [Deploy Prefect Pipelines with Python: Perfect!](https://medium.com/the-prefect-blog/deploy-prefect-pipelines-with-python-perfect-68c944a3a89f)
-- [Prefect Deployments FAQ (PDF) - DataflowOps for Prefect 2.0](https://discourse.prefect.io/t/prefect-deployments-faq-pdf/1467)
-- [GCP and Prefect Cloud — from Docker Container to Cloud VM on Google Compute Engine](https://medium.com/the-prefect-blog/gcp-and-prefect-cloud-from-docker-container-to-cloud-vm-on-google-compute-engine-2dffa026d16b)
-    - [GCP: Repository template to get started with Prefect Cloud & Google Cloud - GitHub Repo](https://github.com/anna-geller/prefect-cloud-gcp)
-- [Deployment patterns & examples: Code examples showing flow deployment to various types of infrastructure - GitHub Repo](https://github.com/anna-geller/prefect-deployment-patterns)
-- [Docker: How to use Prefect Deployments with flow code baked into a Docker image - GitHub Repo](https://github.com/anna-geller/prefect-docker-deployment)
-- [AWS Fargate: Project demonstrating how to automate Prefect 2.0 deployments to AWS ECS Fargate - GitHub Repo](https://github.com/anna-geller/dataflow-ops)
-- [AWS EKS: Project demonstrating how to automate Prefect 2.0 deployments to AWS EKS - GitHub Repo](https://github.com/anna-geller/dataflow-ops-aws-eks)
-
-#### Streaming & Event-Driven Workflows
-- [Event-driven Data Pipelines with AWS Lambda, Prefect and GitHub Actions](https://medium.com/the-prefect-blog/event-driven-data-pipelines-with-aws-lambda-prefect-and-github-actions-b3d9f84b1309)
-    - [Streaming: Example project demonstrating deployment patterns for real-time streaming workflows with Prefect 2.0 - GitHub Repo](https://github.com/anna-geller/prefect-streaming)
-- [Scheduled vs. Event-driven Data Pipelines — Orchestrate Anything with Prefect](https://medium.com/the-prefect-blog/scheduled-vs-event-driven-data-pipelines-orchestrate-anything-with-prefect-b915e6adc3ba)
-- [You No Longer Need Two Separate Systems for Batch Processing and Streaming](https://www.prefect.io/guide/blog/you-no-longer-need-two-separate-systems-for-batch-processing-and-streaming/)
-
-#### Serverless
-- [GCP: Serverless Prefect Flows with Google Cloud Run Jobs](https://medium.com/the-prefect-blog/serverless-prefect-flows-with-google-cloud-run-jobs-23edbf371175)
-- [Azure: Serverless Prefect Flows with Azure Container Instances](https://medium.com/the-prefect-blog/serverless-prefect-flows-with-azure-container-instances-f2442ebc9343)
-- [AWS: Prefect + AWS ECS Fargate + GitHub Actions Make Serverless Dataflows As Easy as .py](https://medium.com/towards-data-science/prefect-aws-ecs-fargate-github-actions-make-serverless-dataflows-as-easy-as-py-f6025335effc)
-- [AWS Lambda: Deploy a Prefect flow to serverless AWS Lambda function - GitHub Repo](https://github.com/anna-geller/prefect-aws-lambda)
 
 #### Data Engineering / DataOps
 - [Serverless Real-Time Data Pipelines on AWS with Prefect, ECS and GitHub Actions](https://medium.com/the-prefect-blog/serverless-real-time-data-pipelines-on-aws-with-prefect-ecs-and-github-actions-1737c80da3f5)
@@ -172,17 +132,7 @@ What are you interested in seeing examples of? [Jot down your big idea here.](ht
 #### Helm
 - [Deploy Prefect Agent using Helm and Terraform](./devops/infrastructure-as-code/helm/prefect2-agent/)
 
-#### Kubernetes
-- [How to use Kubernetes with Prefect](https://medium.com/the-prefect-blog/how-to-use-kubernetes-with-prefect-419b2e8b8cb2)
-- [How to use Kubernetes with Prefect: Part 2](https://medium.com/the-prefect-blog/how-to-use-kubernetes-with-prefect-part-2-2e98cdb91c7e)
-- [How to use Kubernetes with Prefect: Part 3](https://medium.com/the-prefect-blog/how-to-use-kubernetes-with-prefect-part-3-e2223ce34ba7)
-
 #### Github Actions
-- [Automate Prefect Deployments to AWS ECS Fargate Using GitHub Actions](https://github.com/anna-geller/dataflow-ops)
-- [Automate Python-Based Deployments with GitHub Actions](https://github.com/radbrt/orion_flows)
-- [Build / Apply prefect deployment with blocks on change to python files](./devops/github-actions/minimal-prefect-deployment-build.yaml)
-- [Build and Push flow docker image to Google Artifact Registry](./devops/github-actions/docker-build-push-gcp-artifact-registry.yaml)
-- [Build flow image and Prefect deployment with storage and infra Blocks on push to branch](./devops/github-actions/general-docker-deploy.yaml)
 - [Conditionally deploy Prefect flow(s) only when flow-related files have changed](./devops/github-actions/prefect-deploy-only-when-files-change-no-docker-build.yaml)
 - [Conditionally build a docker image & deploy Prefect flow(s) only when flow-related files have changed](./devops/github-actions/prefect-deploy-only-when-files-change-including-docker-build.yaml)
 - [Deploy Prefect flows as containers stored in AWS ECR](./devops/github-actions/prefect-deploy-aws-ecr.yaml)
@@ -198,13 +148,6 @@ What are you interested in seeing examples of? [Jot down your big idea here.](ht
 - [Create Observable and Reproducible Notebooks with Hex - Article](https://towardsdatascience.com/create-observable-and-reproducible-notebooks-with-hex-460e75818a09)
 - [Create Observable and Reproducible Notebooks with Hex - Video](https://youtu.be/_BjqCrun4nE)
 
-#### Product
-- [(Re)Introducing Prefect: The Global Coordination Plane](https://www.prefect.io/guide/blog/the-global-coordination-plane/)
-- [The Dataflow Coordination Spectrum](https://www.prefect.io/guide/blog/the-dataflow-coordination-spectrum/)
-- [Why Prefect?](https://www.prefect.io/guide/blog/why-prefect/)
-- [Workflow Orchestration vs. Data Orchestration — Are Those Different?](https://towardsdatascience.com/workflow-orchestration-vs-data-orchestration-are-those-different-a661c46d2e88)
-- [Dataflow Design Patterns](https://www.prefect.io/guide/blog/dataflow-design-patterns/)
-
 #### Data Science
 - [How to Structure an ML Project for Reproducibility and Maintainability](https://towardsdatascience.com/how-to-structure-an-ml-project-for-reproducibility-and-maintainability-54d5e53b4c82)
 - [Orchestrate Your Data Science Project with Prefect 2.0](https://medium.com/the-prefect-blog/orchestrate-your-data-science-project-with-prefect-2-0-4118418fd7ce)
@@ -217,21 +160,6 @@ What are you interested in seeing examples of? [Jot down your big idea here.](ht
 #### Miscellaneous
 - [Merge Dependabot Pull Requests with Prefect 2 & a GitHubCredentials block](./flows-advanced/merge_dependabot_pull_requests.py)
 
-#### Discourse
-[Prefect Agents and Work-Queues FAQ](https://discourse.prefect.io/t/agents-and-work-queues-faq/1468)
-
-#### Prefect 1.0 Legacy
-- [Register a Prefect 1 Flow](./prefect-v1-legacy/devops/github-actions/)
-- [Run GraphQL Queries](./prefect-v1-legacy/graphql-queries/)
-- [Airbyte Orchestration](./prefect-v1-legacy/use-cases/airbyte-orchestration/)
-- [ETL with AWS S3 and Snowflake](./prefect-v1-legacy/use-cases/etl-s3-to-snowflake/)
-- [Use AWS Lambda for Event-Driven Flows](./prefect-v1-legacy/use-cases/event-driven-triggers/)
-- [Read Secrets into Prefect 1 Cloud tenant](./prefect-v1-legacy/use-cases/import-secrets-to-cloud/)
-- [Handle DBT Model Failures](./prefect-v1-legacy/use-cases/rerun_dbt_models_from_failure/)
-- [S3 Prefect 1 Flow Storage on EKS](./prefect-v1-legacy/use-cases/s3-flow-storage-on-eks/)
-- [Use LocalExecutor to run Dask computations on a Coiled cluster](https://docs.coiled.io/user_guide/examples/prefect.html#using-the-localexecutor)
-- [Use DaskExecutor to run Prefect 1 tasks in parallel on a Coiled cluster](https://docs.coiled.io/user_guide/examples/prefect.html#using-the-daskexecutor)
-
 ## Contributions
 We're always looking for new contributions! You can add your Prefect 2.0 recipe and earn some swag in a few simple steps: