Schema Design Data Stores

2h 30m 25s
English
Paid

During my coaching sessions, one important topic keeps coming up repeatedly - schema design. Therefore, I decided to create a separate course in the academy to explain in more detail how to develop data schemas for various storage systems.

As a learning example, we will use an e-commerce dataset, which you are familiar with from other courses. I have also included real schemas from coaching sessions to demonstrate how design can look in different scenarios.

Read more about the course

First, we will discuss why schema design is so important and the key role it plays in the work of a data engineer. You will also learn that even NoSQL storage requires a well-thought-out schema - it helps create a maintainable structure and avoid the “data swamp.”

Then we will take a detailed look at how to design schemas for various types of storage:

  • relational databases,
  • NoSQL storage,
  • columnar storage,
  • document databases,
  • key-value storage,
  • and data warehouses.

You will learn how to approach schema design for different tasks and architectures.

By mastering this course along with materials from "Choosing Data Stores," you will be able not only to choose the right storage for the task but also design an efficient and logical schema for it. This will help you optimize data storage and access within your platform.

Watch Online Schema Design Data Stores

Join premium to watch
Go to premium
# Title Duration
1 Introduction 01:18
2 Why Data Modeling Is Important 05:46
3 The Dataset 01:29
4 Relational Databases 09:28
5 Wide Column Stores 07:36
6 Document Stores 07:29
7 Key Value Stores 04:50
8 Data Warehouses 04:45
9 Data Modeling Workshop Nov-2024 01:41:50
10 Conclusion 05:54

Read Book Schema Design Data Stores

#Title
1DataModeling

Similar courses to Schema Design Data Stores

Data Engineering on Azure

Data Engineering on AzureKristijan Bakarić

Category: Azure, Data processing and analysis
Duration 1 hour 20 minutes 57 seconds
Case Study in Product Data Science

Case Study in Product Data ScienceLunarTech

Category: Data processing and analysis
Duration 1 hour 4 minutes 47 seconds
Machine Learning with Python : COMPLETE COURSE FOR BEGINNERS

Machine Learning with Python : COMPLETE COURSE FOR BEGINNERSudemy

Category: Python, Data processing and analysis
Duration 13 hours 12 minutes 31 seconds
Building APIs with FastAPI

Building APIs with FastAPIAndreas Kretz

Category: Python, Data processing and analysis
Duration 1 hour 35 minutes 40 seconds
PyTorch for Deep Learning and Computer Vision

PyTorch for Deep Learning and Computer Visionudemy

Category: Data processing and analysis
Duration 10 hours 20 minutes 51 seconds
Deep Learning: Advanced Computer Vision

Deep Learning: Advanced Computer Visionudemy

Category: Data processing and analysis
Duration 15 hours 10 minutes 54 seconds
Data Engineering with Hadoop

Data Engineering with HadoopSuyog Nagaokar

Category: Data processing and analysis
Duration 7 hours 3 minutes
Machine Learning & Containers on AWS

Machine Learning & Containers on AWSAndreas Kretz

Category: Data processing and analysis, Machine learning
Duration 1 hour 33 minutes 34 seconds
Data Engineering on Databricks

Data Engineering on DatabricksAndreas Kretz

Category: Data processing and analysis
Duration 1 hour 27 minutes 29 seconds
Spark and Python for Big Data with PySpark

Spark and Python for Big Data with PySparkudemy

Category: Python, Data processing and analysis
Duration 10 hours 35 minutes 43 seconds