Tutorials & Resources


Topic Replies Views Activity
Introducing new Prefect Collection prefect-gcp integrating with GCP!
prefect-2-0 ,  gcp ,  gcs ,  prefect-collections ,  big-query
0 59 April 4, 2022
Azure & Prefect - Deployment of Flow Runs as Kubernetes Jobs - by Patrick Koch
prefect-1-0 ,  server ,  helm-chart ,  azure ,  kubernetes-agent
0 47 April 4, 2022
How to spin up a Docker agent on Azure VM - a full walkthrough
prefect-1-0 ,  auth-and-permissions ,  docker ,  agent ,  azure ,  container-registry ,  docker-agent ,  ubuntu ,  acr
0 282 March 3, 2022
Twilio + Prefect with Dylan Hughes
prefect-1-0 ,  task-library ,  video-content ,  twillio
0 46 March 31, 2022
PrefectLive: Holiday stream with Nicholas Brown
prefect-2-0 ,  video-content
0 32 March 31, 2022
Orion Caching demo with Nate Nowack
prefect-2-0 ,  caching ,  video-content
0 57 March 31, 2022
Livestream with Chris White demonstrating incremental adoption when getting started with Prefect 2.0
prefect-2-0 ,  slack-notifications ,  getting-started ,  cron ,  prefect-collections ,  cloud-2-0 ,  prefect-slack-collection
0 40 March 30, 2022
Announcing the Terraform Module to Deploy the Prefect Docker Agent on AWS EC2
prefect-1-0 ,  aws ,  blog-post ,  docker-agent ,  aws-ec2 ,  agent-setup ,  terraform ,  aws-secrets-manager
0 63 March 24, 2022
How to extract financial data from a PDF file and load it into Snowflake data warehouse - blog post by Jean Luciano
prefect-1-0 ,  snowflake ,  blog-post ,  etl
0 49 March 30, 2022
Set up a Prefect Scheduled Deployment
prefect-2-0 ,  deployment
0 98 March 30, 2022
How to deploy a Prefect agent to Google Kubernetes Engine - tutorial by Ben Welsh
prefect-1-0 ,  kubernetes ,  ci-cd ,  gcp ,  dockerfile ,  user-contribution ,  kubernetes-agent ,  gke ,  pipenv ,  gcloud ,  github-actions ,  google-artifacts-registry
2 191 March 29, 2022
Orchestrating Machine Learning Workflows with Prefect - by Kevin Kho // MLOps Meetup #94
prefect-1-0 ,  prefect-2-0 ,  slack-notifications ,  data-dependencies ,  getting-started ,  data-science-workflows ,  video-content ,  data-quality ,  meetup-recording ,  data-validation ,  pandera ,  data-testing
0 95 March 19, 2022
Easy Event-Driven Workflows With AWS Lambda V2 Featuring Serverless Framework - by George Coyne
prefect-1-0 ,  blog-post ,  s3 ,  event-driven ,  create_flow_run ,  kubernetes-run ,  memory_request ,  aws-lambda ,  serverless
0 101 March 12, 2022
The Simple Guide to Productionizing Data Workflows with Docker - by Kevin Kho
prefect-1-0 ,  blog-post ,  docker ,  dockerfile ,  code-dependencies
0 151 March 9, 2022
Introducing Radar - by Bill Palombi
prefect-2-0 ,  blog-post ,  parallel-processing ,  ui ,  data-dependencies ,  radar-view ,  flow-visualization
0 107 March 4, 2022
Orchestrate a Data Science Project in Python With Prefect - by Khuyen Tran
prefect-1-0 ,  logging ,  parameters ,  blog-post ,  scheduling ,  caching ,  results ,  checkpointing ,  getting-started ,  data-science-workflows
0 105 March 4, 2022
Prefect’s Next Stage Ecosystem: Premier Partnership Program and Verified by Prefect - article by Andrew Black
prefect-1-0 ,  blog-post ,  task-library ,  airbyte ,  artifacts-api ,  monte-carlo ,  pagerduty ,  great-expectations ,  firebolt ,  fivetran ,  verified-integrations
0 57 March 4, 2022
Prefect Orion: Our Second-Generation Workflow Engine - by Jeremiah Lowin
organizational ,  prefect-1-0 ,  release-notes ,  blog-post ,  the-orchestration-problem
0 71 March 3, 2022
You No Longer Need Two Separate Systems for Batch Processing and Streaming - by Anna Geller
prefect-2-0 ,  backend ,  parameters ,  blog-post ,  retries ,  conditional-logic ,  state-dependencies ,  notifications ,  failure ,  real-time-streaming
0 92 March 3, 2022
How to Use Prefect and Monte Carlo to Achieve More Reliable Data Pipelines
prefect-1-0 ,  blog-post ,  task-library ,  video-content ,  data-lineage ,  observability ,  monte-carlo ,  data-quality
0 74 March 3, 2022
Prefect demo - by Creative Force
prefect-1-0 ,  blog-post ,  task-library ,  user-contribution ,  getting-started ,  trello ,  jupyter-notebook
0 68 March 3, 2022
Workflow Automation: Empowering teams through our in-house, self-service... - Trade Me by Maikel Penz
prefect-1-0 ,  blog-post ,  user-contribution ,  getting-started ,  data-warehousing
0 93 March 3, 2022
Prefect: The easiest way to automate your data - talk by Kevin Kho at DataTalksClub
prefect-1-0 ,  prefect-2-0 ,  getting-started ,  video-content
0 79 March 2, 2022
Building a Data Lake With Prefect Cloud, S3, Glue, and Athena - by Kat Hempstalk
prefect-1-0 ,  aws ,  blog-post ,  user-contribution ,  mysql ,  data-lake ,  aws-lambda ,  aws-ec2
0 103 February 27, 2022
Task Failed Successfully
prefect-1-0 ,  prefect-2-0 ,  getting-started ,  video-content
0 60 February 22, 2022
Orchestrating ELT with Prefect, dbt Cloud, and Snowflake (Part 3)
snowflake ,  dbt ,  kubernetes ,  aws ,  automations ,  state_handlers ,  resource-manager ,  blog-post
0 98 January 21, 2022
Orchestrating ELT on Kubernetes with Prefect, dbt, & Snowflake (Part 2)
prefect-1-0 ,  local-development ,  snowflake ,  parameters ,  dbt ,  elt ,  kubernetes ,  aws ,  ci-cd ,  blog-post ,  docker ,  state-dependencies ,  secrets ,  dockerfile ,  triggers ,  kubernetes-run ,  kubernetes-agent ,  github-storage ,  ecr ,  aws-eks ,  circle-ci
0 141 January 21, 2022
Prefect: Zero to Hero - by Yueh Han Huang
prefect-1-0 ,  blog-post ,  getting-started ,  streamlit
0 90 February 17, 2022
"Airflow, there’s a new competitor in town." - by Sarah Floris
prefect-1-0 ,  blog-post ,  migrating-from-airflow-to-prefect
0 63 February 16, 2022
Introducing Prefect-ML: Orchestrate a Distributed Hyperparameter Grid Search on Dask - by Kevin Kho
prefect-1-0 ,  dask ,  parallel-processing ,  mapping ,  dask-executor ,  data-science-workflows ,  artifacts-api
0 86 February 16, 2022