مشترکہ آڈیو

“Let’s understand the complete workflow of Data Analytics. Step 1: Data Collection Data is gathered from multiple sources like databases, APIs, or user interactions. Step 2: Data Cleaning Handling missing values, removing duplicates, and fixing inconsistencies. Step 3: Data Transformation Converting data into a usable format using techniques like normalization or encoding. Step 4: Data Analysis Applying statistical methods and tools to identify patterns. Step 5: Data Visualization Presen