Data Science Foundations: Choosing the Right Database

Offered By: LinkedIn Learning

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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