YoVDO

Data Science Foundations: Choosing the Right Database

Offered By: LinkedIn Learning

Tags

Data Science Courses Graph Databases Courses HDFS Courses Document Databases Courses Key-Value Databases Courses

Course Description

Overview

Discover how to select the right database for your data science project. Learn about the strengths and weaknesses of different database technologies and review specific use cases.

Syllabus

Introduction
  • Welcome
1. Roles of Databases in Data Science
  • Database usage types
  • Data science process
  • Role of databases in data science
  • Key requirements for databases in data science
2. Database Types: Evaluation
  • Hadoop Distributed File System (HDFS)
  • RDBMS
  • Document databases
  • Columnar databases
  • Key-value databases
  • Graph databases
3. Use Cases
  • Operations analytics
  • Video sharing website
  • Social media analytics platform
  • Complete ecommerce platform
Conclusion
  • Next steps

Taught by

Kumaran Ponnambalam

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