Citizen Data Scientist Course

citizen data scientist
There is a lot of buzz about new emerging roles in the Industry called Citizen Data Scientist.

About this Event

There is a lot of buzz about new emerging roles in the Industry called Citizen Data Scientist.

Introduction:

Citizen Data Science is a leadership role which brings about Data-driven business culture in the organization. This role is not a replacement for Data Scientist, rather augment the capability of a Data Scientist by supporting the overall Data ecosystem for the organization.

Ideally a Citizen Data Science personal would have some business knowledge and a good understanding of the modern Data Ecosystem to have effective Data Analytics pipeline.

Our course provides a holistic overview of the modern Data Pipeline and tools to support that.

Outline:

Overview of Modern Data Platforms

  • Evolution of Datawarehousing and Data Lakes
  • DW concepts
  • BigData Overview
  • Overview of Hadoop Architecture

 

Overview of Modern Data Pipeline in Cloud Environment

  • Introduction to Data Solutions on Cloud[
  • Snowflake
  • AWS Redshift

Rise of NoSQL or Unstructured data

  • SQL vs NoSQL
  • Examples of NoSQL data

Introduction of Data Science

  • What is Data Science
  • Concepts around Data Science ( Stats Concepts )
  • Data Science tools and libraries
  • Python for Data Science
  • Data Manipulation using Pandas
  • Data Visualization using Python
  • Introduction to R and R studio.