Transition from Data Science to Data Engineering

Introduction

• Becoming a data engineer

1. Fundamentals of Data Engineering

• From data scientist to data engineer
• How data science differs from data engineering
• Using data to problem-solve
• Role of a data engineer

2. Understanding the Data Repository

• Introduction to data warehouse
• Benefits and different aspects of data warehouse
• Introduction to data lake
• Benefits and different aspects of data lake

3. Data Processing, Security, and Compliance

• Data pipelines and the ETL process
• Different types of pipelines
• Importance of data security and measures to be taken

4. Cloud Computing for Data Engineers

• Introduction to cloud computing
• Various cloud platforms to explore

5. Do Not Underestimate Data Quality and Data Governance

• Why is data quality important?
• Why is data governance important?

Conclusion

• Shift from data scientist to data engineer