The Data Engineering Cookbook
Mastering The Plumbing Of Data Science
September 12, 2021

https://github.com/andkret/Cookbook code examples

https://cookbook.learndataengineering.com/docs/01-Introduction - free online version

Introduction to Data Engineering (Daniel Beach).pdf

With the rise of Data Science and Machine Learning, Data Engineering is quickly becoming an in-demand skill. Data Engineering requires a unique skill set that is hard to learn without experience. I will teach you how to write scalable data pipelines and more!

Introduction
Chapter 1 - The Theory
Chapter 2 - Data Pipeline Basics
Chapter 3 - Pipeline Architecture
Chapter 4 - Storage
Chapter 5 - Compute and Resources
Chapter 6 - Mastering SQ
Chapter 7 - Data Warehousing / Data Lakes
Chapter 8 - Data Modeling
Chapter 9 - Data Quality
Chapter 10 - DevOps for Data Engineers

Урок из марафона с разбором Airbyte
https://www.youtube.com/watch?v=bzjXuilsUuU

Материалы марафона https://github.com/Arkronus/cooking-data

GitHub - ozlerhakan/datacamp: 🍧 DataCamp data-science and machine learning courses
https://github.com/ozlerhakan/datacamp

Как построить систему аналитики на open-source — туториал по cube.js
https://habr.com/ru/post/658581/

Apache Superset 1.5: Release Notes | Preset
https://preset.io/blog/apache-superset-1-5-release-notes/

Embed Power BI analytics - Learn | Microsoft Docs
https://docs.microsoft.com/en-us/learn/paths/power-bi-embedded/

dbt известны своей относительной простотой, так как дает возможность создавать все трансформации данных на SQL. Согласно их roadmap на 2022 год, они добавляют поддержку Python - Python-language dbt models

How to measure data quality. Practical guidelines for how to measure… | by Mikkel Dengsøe | May, 2022 | Medium
https://medium.com/@mikldd/how-to-measure-data-quality-cc3d81dd98be

5 ways to measure the ROI of Data & Analytics (The simple way) | by Santiago Tacoronte | Medium
https://santiagotacoronte.com/5-ways-to-measure-the-roi-of-data-analytics-the-simple-way-a61790eff7d1

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FlowingData
Graphics by Nathan Yau, borne out of everyday curiosities, learning experiments, and mild insomnia.
https://flowingdata.com/category/projects/

Интересный проект на тему Data Lineage

Generate and Visualize Data Lineage from query history
https://github.com/tokern/data-lineage

The Enterprise Data Catalog (Early Release) (Ole Olesen-Bagneux).pdf

How do you search for data? Combing the internet is simple. But do you search for data at work? It can be difficult and time-consuming. Sometimes it even seems impossible. This book introduces a practical solution: the data catalog. Data analysts, data scientists, and data engineers will learn how to create true data discovery in their organizations, making the catalog a key enabler for data-driven innovation and data governance.

Learn what a data catalog is and how it can help your organization search for data

Organize data in a catalog, including its sources, where it belongs, and how to describe it with metadata

Manage your data catalog, create access to data sources, and browse relational graph structures across systems and domains

Learn how to search your data, including its sources, and how it travels and changes in data lineage

Implement a data catalog in a way that exactly matches the strategic priorities of your organization

Democratize enterprise analytics with Microsoft Power BI

These announcements include:
🔵 Datamart in Power BI
🟡 Metrics in Power BI and other enhancements
💙 Data storytelling in PowerPoint
💛 Integration with Outlook and Office Hub

☮

https://powerbi.microsoft.com/en-us/blog/democratize-enterprise-analytics-with-microsoft-power-bi/

Sad KPI
100 дней безуспешных попыток "привыкнуть" или хотя бы свыкнуться с реальностью 💛💙