https://github.com/tinybirdco/rtacourse
Real-Time Analytics Course
https://github.com/tinybirdco/rtacourse
Last synced: about 1 year ago
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Real-Time Analytics Course
- Host: GitHub
- URL: https://github.com/tinybirdco/rtacourse
- Owner: tinybirdco
- Created: 2021-07-23T14:58:29.000Z (almost 5 years ago)
- Default Branch: main
- Last Pushed: 2021-11-05T10:03:21.000Z (over 4 years ago)
- Last Synced: 2024-07-09T22:39:12.426Z (almost 2 years ago)
- Language: Jupyter Notebook
- Size: 18.2 MB
- Stars: 21
- Watchers: 2
- Forks: 4
- Open Issues: 0
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Metadata Files:
- Readme: README.md
Awesome Lists containing this project
README
# Principles of Real-Time Analytics Course
## Tinybird team
[](https://colab.research.google.com/github/AlisonJD/RTACourse/blob/main/01_Getting_Started.ipynb)
0. [Why this course? The use case](https://github.com/AlisonJD/RTACourse/blob/main/00_Why_this_Course.ipynb)
1. [Getting Started - How to Run the Notebooks in Google Colab and Tinybird](https://github.com/AlisonJD/RTACourse/blob/main/01_Getting_Started.ipynb)
2. [The Software - ClickHouse and Tinybird - and Hardware](https://github.com/AlisonJD/RTACourse/blob/main/02_Software_and_Hardware.ipynb)
3. [Use the Right Database](https://github.com/AlisonJD/RTACourse/blob/main/03_Use_the_Right_Database.ipynb)
4. [Source Data and Ingestion](https://github.com/AlisonJD/RTACourse/blob/main/04_Source_Data_and_Ingestion.ipynb)
5. [Data Storage Inside the Analytics Database](https://github.com/AlisonJD/RTACourse/blob/main/05_Data_Storage_Inside_the_Analytics_Database.ipynb)
6. [Querying](https://github.com/AlisonJD/RTACourse/blob/main/06_Querying.ipynb)
7. [Best Practices for Views](https://github.com/AlisonJD/RTACourse/blob/main/07_Best_Practices_for_Views.ipynb)
8. [Exposing the Data](https://github.com/AlisonJD/RTACourse/blob/main/08_Exposing_the_Data.ipynb)
9. [Metrics](https://github.com/AlisonJD/RTACourse/blob/main/09_Metrics.ipynb)
10. [Scaling-up - How to Size Clusters Correctly](https://github.com/AlisonJD/RTACourse/blob/main/10_Scaling_up.ipynb)
11. [Main Takeaways](https://github.com/AlisonJD/RTACourse/blob/main/11_Main_Takeaways.ipynb)
Example Datasets
- [Tinybird Events](https://github.com/AlisonJD/RTACourse/blob/main/Tinybird_Events_Dataset.ipynb)
- [Tinybird Products](https://github.com/AlisonJD/RTACourse/blob/main/Tinybird_Products_Dataset.ipynb)
- [New YorkCity Taxi Trips](https://github.com/AlisonJD/RTACourse/blob/main/New_York_City_Taxi_Trip_Datasets.ipynb)
- [ClickHouse Hits](https://github.com/AlisonJD/RTACourse/blob/main/ClickHouse_Hits_Dataset.ipynb)
- [ClickHouse Recipes](https://github.com/AlisonJD/RTACourse/blob/main/ClickHouse_Recipes_Dataset.ipynb)
[Tinybird CLI Guide](https://github.com/AlisonJD/RTACourse/blob/main/Tinybird_CLI_Guide.ipynb)