Azure databrics Learning tutorials ADB+SQL,ADB+PYSPARK,ADB+PYTHON

[vijaypodili]

Suggest me the best learning tutorials of Azure databricks with the combinations of pyspark,python,sql

is the any learning web based tutorials from Databricks 

suggest me the best one from scratch to advanced

[bianca_unifeye]

Databricks Academy

Beginner → Intermediate Courses Databricks

1. Data Engineering with Databricks

   • Lakehouse fundamentals

   • Delta Lake

   • Auto Loader

   • PySpark & SQL

   • Workflows / Jobs

   • Hands-on labs

2. Apache Spark™ Programming with Databricks

   • PySpark fundamentals

   • Transformations, actions

   • Joins, windows, optimizations

   • Notebook and cluster best practices

3. Delta Lake Essentials

   • ACID

   • Time travel

   • OPTIMIZE/ZORDER

   • Schema evolution

Advanced Courses

1. Advanced Data Engineering with Databricks

   • Performance tuning

   • Photon

   • Delta Live Tables

   • Streaming

   • Workflows orchestration

2. Machine Learning with Databricks (optional but recommended)

   • Feature engineering

   • AutoML

   • MLflow

   • Model deployment

[szymon_dybczak]

Hi @vijaypodili ,

I can recommend Data Engineering Learning Path on Databricks Academy:

https://customer-academy.databricks.com/

On Udemy, there's an excellent course that covers all the important aspects of working with Databricks on a daily basis:

Databricks - Master Azure Databricks for Data Engineers | Udemy

And of course you can read books:

•  Spark: The Definitive Guide by Matei Zaharia (CTO of Databricks and one of the co-creators of Spark).
•  Learning Spark: Lightning-fast Data Analytics, which is more up-to-date and Databricks made available for download:https://pages.databricks.com/rs/094-YMS-629/images/LearningSpark2.0.pdf