topic Re: Azure databrics Learning tutorials ADB+SQL,ADB+PYSPARK,ADB+PYTHON in Get Started Discussions https://community.databricks.com/t5/get-started-discussions/azure-databrics-learning-tutorials-adb-sql-adb-pyspark-adb/m-p/139401#M11035 <H3><STRONG>Databricks Academy</STRONG></H3><H3><STRONG>Beginner → Intermediate Courses Databricks</STRONG></H3><OL><LI><P><STRONG>Data Engineering with Databricks</STRONG></P><UL><LI><P>Lakehouse fundamentals</P></LI><LI><P>Delta Lake</P></LI><LI><P>Auto Loader</P></LI><LI><P>PySpark &amp; SQL</P></LI><LI><P>Workflows / Jobs</P></LI><LI><P>Hands-on labs</P></LI></UL></LI><LI><P><STRONG>Apache Spark™ Programming with Databricks</STRONG></P><UL><LI><P>PySpark fundamentals</P></LI><LI><P>Transformations, actions</P></LI><LI><P>Joins, windows, optimizations</P></LI><LI><P>Notebook and cluster best practices</P></LI></UL></LI><LI><P><STRONG>Delta Lake Essentials</STRONG></P><UL><LI><P>ACID</P></LI><LI><P>Time travel</P></LI><LI><P>OPTIMIZE/ZORDER</P></LI><LI><P>Schema evolution</P></LI></UL></LI></OL><H3><STRONG>Advanced Courses</STRONG></H3><OL><LI><P><STRONG>Advanced Data Engineering with Databricks</STRONG></P><UL><LI><P>Performance tuning</P></LI><LI><P>Photon</P></LI><LI><P>Delta Live Tables</P></LI><LI><P>Streaming</P></LI><LI><P>Workflows orchestration</P></LI></UL></LI><LI><P><STRONG>Machine Learning with Databricks</STRONG> <EM>(optional but recommended)</EM></P><UL><LI><P>Feature engineering</P></LI><LI><P>AutoML</P></LI><LI><P>MLflow</P></LI><LI><P>Model deployment</P></LI></UL></LI></OL> Mon, 17 Nov 2025 16:42:35 GMT bianca_unifeye 2025-11-17T16:42:35Z Azure databrics Learning tutorials ADB+SQL,ADB+PYSPARK,ADB+PYTHON https://community.databricks.com/t5/get-started-discussions/azure-databrics-learning-tutorials-adb-sql-adb-pyspark-adb/m-p/139201#M11025 <P>Suggest me the best learning tutorials of Azure databricks with the combinations of pyspark,python,sql</P><P>&nbsp;</P><P>is the any learning web based tutorials from Databricks&nbsp;</P><P>&nbsp;</P><P>suggest me the best one from scratch to advanced</P> Sun, 16 Nov 2025 07:46:13 GMT https://community.databricks.com/t5/get-started-discussions/azure-databrics-learning-tutorials-adb-sql-adb-pyspark-adb/m-p/139201#M11025 vijaypodili 2025-11-16T07:46:13Z Re: Azure databrics Learning tutorials ADB+SQL,ADB+PYSPARK,ADB+PYTHON https://community.databricks.com/t5/get-started-discussions/azure-databrics-learning-tutorials-adb-sql-adb-pyspark-adb/m-p/139401#M11035 <H3><STRONG>Databricks Academy</STRONG></H3><H3><STRONG>Beginner → Intermediate Courses Databricks</STRONG></H3><OL><LI><P><STRONG>Data Engineering with Databricks</STRONG></P><UL><LI><P>Lakehouse fundamentals</P></LI><LI><P>Delta Lake</P></LI><LI><P>Auto Loader</P></LI><LI><P>PySpark &amp; SQL</P></LI><LI><P>Workflows / Jobs</P></LI><LI><P>Hands-on labs</P></LI></UL></LI><LI><P><STRONG>Apache Spark™ Programming with Databricks</STRONG></P><UL><LI><P>PySpark fundamentals</P></LI><LI><P>Transformations, actions</P></LI><LI><P>Joins, windows, optimizations</P></LI><LI><P>Notebook and cluster best practices</P></LI></UL></LI><LI><P><STRONG>Delta Lake Essentials</STRONG></P><UL><LI><P>ACID</P></LI><LI><P>Time travel</P></LI><LI><P>OPTIMIZE/ZORDER</P></LI><LI><P>Schema evolution</P></LI></UL></LI></OL><H3><STRONG>Advanced Courses</STRONG></H3><OL><LI><P><STRONG>Advanced Data Engineering with Databricks</STRONG></P><UL><LI><P>Performance tuning</P></LI><LI><P>Photon</P></LI><LI><P>Delta Live Tables</P></LI><LI><P>Streaming</P></LI><LI><P>Workflows orchestration</P></LI></UL></LI><LI><P><STRONG>Machine Learning with Databricks</STRONG> <EM>(optional but recommended)</EM></P><UL><LI><P>Feature engineering</P></LI><LI><P>AutoML</P></LI><LI><P>MLflow</P></LI><LI><P>Model deployment</P></LI></UL></LI></OL> Mon, 17 Nov 2025 16:42:35 GMT https://community.databricks.com/t5/get-started-discussions/azure-databrics-learning-tutorials-adb-sql-adb-pyspark-adb/m-p/139401#M11035 bianca_unifeye 2025-11-17T16:42:35Z Re: Azure databrics Learning tutorials ADB+SQL,ADB+PYSPARK,ADB+PYTHON https://community.databricks.com/t5/get-started-discussions/azure-databrics-learning-tutorials-adb-sql-adb-pyspark-adb/m-p/139415#M11036 <P>Hi&nbsp;<a href="https://community.databricks.com/t5/user/viewprofilepage/user-id/115094">@vijaypodili</a>&nbsp;,</P><P>I can recommend Data Engineering Learning Path on Databricks Academy:</P><P><A href="https://customer-academy.databricks.com/" target="_blank" rel="noopener">https://customer-academy.databricks.com/</A></P><P>On Udemy, there's an excellent course that covers all the important aspects of working with Databricks on a daily basis:</P><P><A href="https://www.udemy.com/course/master-azure-databricks-for-data-engineers/" target="_blank" rel="noopener">Databricks - Master Azure Databricks for Data Engineers | Udemy</A></P><P>And of course you can read books:</P><UL><LI><SPAN>&nbsp;Spark: The Definitive Guide by Matei Zaharia (CTO of Databricks and one of the co-creators of Spark).</SPAN></LI><LI><SPAN>&nbsp;Learning Spark: Lightning-fast Data Analytics, which is more up-to-date and Databricks made available for download:<A class="" href="https://pages.databricks.com/rs/094-YMS-629/images/LearningSpark2.0.pdf" target="_blank" rel="noopener nofollow noreferrer ugc">https://pages.databricks.com/rs/094-YMS-629/images/LearningSpark2.0.pdf</A></SPAN></LI></UL> Mon, 17 Nov 2025 17:44:55 GMT https://community.databricks.com/t5/get-started-discussions/azure-databrics-learning-tutorials-adb-sql-adb-pyspark-adb/m-p/139415#M11036 szymon_dybczak 2025-11-17T17:44:55Z Re: Azure databrics Learning tutorials ADB+SQL,ADB+PYSPARK,ADB+PYTHON https://community.databricks.com/t5/get-started-discussions/azure-databrics-learning-tutorials-adb-sql-adb-pyspark-adb/m-p/140863#M11103 <P>Can you suggest me the learning patha as well&nbsp;</P> Tue, 02 Dec 2025 11:33:39 GMT https://community.databricks.com/t5/get-started-discussions/azure-databrics-learning-tutorials-adb-sql-adb-pyspark-adb/m-p/140863#M11103 vijaypodili 2025-12-02T11:33:39Z