Data

Data Platform Camp

data platform camp

We offer workshops on different platforms (Google Cloud and Microsoft Azure) as well as an introductory workshop on DataOps.

AVAILABLE WORKSHOPS

a. Google Data Platform (FD)
b. Microsoft Azure Data Services (FD)
c. DataOps Introductory Workshop (HD)

Google Cloud

  • Introduction to Google Data Platform:
    • Components,
    • Cost structure.
  • How to build Cloud Native applications,
  • Data Engineering on GCP,
  • Data Science on GCP,
  • Big Query:
    • Big Query basics for Data Analysts,
    • Big Query for Machine Learning,
    • Workshop: predict prices with a BigQuery ML Forecasting model
  • Exploring APIs: Deep Learning.

Microsoft Azure

  • Introduction to Microsoft Azure Data Services
  • Data Storage components,
  • Streaming Services and IoT integration (workshop),
  • Data Factory,
  • Synapse Analytics (workshop),
  • Introduction to PowerBI and PowerApps,
  • Azure Cognitive Services (workshop).

DataOps

DataOps is an automated, process-oriented methodology, used by analytic and data teams, to improve the quality and reduce the cycle time of data analytics.

  • Introduction to DevOps: how to reduce the lifecycle of a Data & Analytics project,
  • From DevOps to DataOps:
    • What is common to both,
    • What is specific to DataOps,
  • The DataOps pipeline for Artificial Intelligence and Machine Learning,
  • DataOps platforms.

Please note that Astrakhan offers training workshops on new topics upon request!