index.yml

### YamlMime:YamlDocument
documentType: LandingData
metadata: 
  author: cjgronlund
  description: "Learn how to use the Team Data Science Process, an agile, iterative data science methodology to deliver predictive analytics solutions and intelligent applications efficiently. TDSP helps improve team collaboration and learning. It contains a distillation of the best practices and structures from Microsoft and others in the industry that facilitate the successful implementation of data science initiatives. The goal is to help companies fully realize the benefits of their analytics program.."
  ms.author: cgronlun
  ms.component: team-data-science-process
  ms.date: 01/18/2018
  ms.devlang: na
  ms.service: machine-learning
  ms.tgt_pltfrm: na
  ms.topic: landing-page
  services: machine-learning
  title: "Team Data Science Process Documentation"

abstract:
  description: The Team Data Science Process is an agile, iterative data science methodology to deliver predictive analytics solutions and intelligent applications efficiently. TDSP helps improve team collaboration and learning. It contains a distillation of the best practices and structures from Microsoft and others in the industry that facilitate the successful implementation of data science initiatives. The goal is to help companies fully realize the benefits of their analytics program.

sections:
- title: 5-Minute Quickstarts
  items:
  - type: paragraph
    text: 'Learn about the Team Data Science Process:'
  - type: list
    style: unordered
    items:
    - html: <a href="overview">Overview</a>
    - html: <a href="lifecycle">Lifecycle</a>

- title: Step-by-Step Tutorials
  items:
  - type: paragraph
    text: 'Learn how to use the Team Data Science Process in various scenarios:'
  - type: list
    style: ordered
    items:
    - html: <a href="walkthroughs-aml-with-tdsp">Azure Machine Learning Workbench</a>
    - html: <a href="walkthroughs-spark">Spark with PySpark and Scala</a>
    - html: <a href="walkthroughs-hdinsight-hadoop">Hive with HDInsight Hadoop</a>
    - html: <a href="walkthroughs-azure-data-lake">U-SQL with Azure Data Lake</a>
    - html: <a href="walkthroughs-sql-server">R, Python and T-SQL with SQL Server</a>
    - html: <a href="walkthroughs-sql-data-warehouse">T-SQL and Python with SQL DW</a>