OneLake is Microsoft Fabric’s built-in data lake, designed to store data in open formats like Delta Parquet and make it instantly available to all Fabric experiences (Lakehouse, Data Factory, Power BI, Real-Time Analytics).
Python for Data Engineers: 5 Scripts You Must Know
As a data engineer, your job isn’t just about moving data. It’s about doing it reliably, efficiently, and repeatably, especially when working with cloud data platforms like Azure SQL Data Warehouse (Azure Synapse Analytics). Python is one of the best tools to automate workflows, clean data, and interact with Azure SQL DW seamlessly.
How to handle duplicate records while inserting data in Databricks
Have you ever faced a challenge where records keep getting duplicated when you are inserting some new data into an existing table in Databricks? If yes, then this blog is for you. Let’s start with a simple use case: Inserting parquet data from one folder in Datalake to a Delta table using Databricks. Follow the... Continue Reading →
How to read .xlsx file in Databricks using Pandas
Step 1: In order to read .xlsx file, you need to have the library openpyxl installed in the Databricks cluster. Steps to install library openpyxl to Databircks cluster: Step 1: Select the Databricks cluster where you want to install the library. Step 2: Click on Libraries. Step 3: Click on Install New. Step 4: Select PyPI. Step 5: Put openpyxl in the text box under Package... Continue Reading →
Simple Machine Learning Program in Python to Use Linear Regression to predict House Price.
Requirement: The main requirement is to be able to assign and predict House Price in a given location based on age of house, distance from Airport and number of conveniences stores within 5 km radius.