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

Python for Data Engineers

Python for Data EngineersAndreas Kretz

Category: Python, Data processing and analysis
Duration 2 hours 21 minutes 18 seconds
Data Platform & Pipeline Design

Data Platform & Pipeline DesignAndreas Kretz

Category: Data processing and analysis
Duration 1 hour 59 minutes 5 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
Time Series Analysis, Forecasting, and Machine Learning

Time Series Analysis, Forecasting, and Machine Learningudemy

Category: Python, Data processing and analysis
Duration 22 hours 47 minutes 45 seconds
Machine Learning Design Questions

Machine Learning Design Questionsalgoexpert

Category: Data processing and analysis
Duration 3 hours 3 minutes 57 seconds
PyTorch for Deep Learning with Python Bootcamp

PyTorch for Deep Learning with Python Bootcampudemy

Category: Python, Data processing and analysis
Duration 17 hours 2 minutes 14 seconds
Machine Learning A-Z : Become Kaggle Master

Machine Learning A-Z : Become Kaggle Masterudemy

Category: Python, Data processing and analysis
Duration 36 hours 23 minutes 54 seconds
The Data Bootcamp: Transform your Data using dbt™

The Data Bootcamp: Transform your Data using dbt™udemy

Category: Data processing and analysis
Duration 4 hours 10 minutes 51 seconds
Data Analysis with Pandas and Python

Data Analysis with Pandas and Pythonudemy

Category: Python, Data processing and analysis
Duration 19 hours 5 minutes 40 seconds
Build a Large Language Model (From Scratch)

Build a Large Language Model (From Scratch)Sebastian Raschka

Category: Data processing and analysis
Duration