Data Science Foundations: Choosing the Right Database

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.

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