Data Collection: Talend connects to various data sources to collect raw data. Data Cleaning: The platform uses predefined rules to clean and standardize the data. Data Transformation: Raw data is transformed into a structured format using Talendâs transformation tools. Data Integration: The cleaned and transformed data is integrated into a central repository. Data Analysis: The prepared data is then ready for analysis using statistical software or other analytical tools.