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Comet

#freelancerย โ€ขย 2m

What is the difference between data scientist, data engineer, data analyst and business intelligence? ๐Ÿง‘๐Ÿ”ฌ Data Scientist Focus: Using data to build models, make predictions, and solve complex problems. Cleans and analyzes data Builds machine learning models Answers โ€œWhy is this happening?โ€ and โ€œWhat will happen next?โ€ Works with statistics, algorithms, and coding (Python, R) Example: Predict which customers are likely to cancel next month ๐Ÿ› ๏ธ Data Engineer Focus: Building and maintaining the systems that move and store data. Designs and builds data pipelines (ETL/ELT) Manages databases, data lakes, and warehouses Ensures data is clean, reliable, and ready for others to use Uses tools like SQL, Airflow, Spark, and cloud platforms (AWS, Azure, GCP) Example: Create a system that collects app data every hour and stores it in a warehouse

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