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I'm new to data engineering and want to get started with Python programming for data processing. What libraries or tools should I focus on learning first?

I'm planning to migrate our on-premises data infrastructure to the cloud. What are the key considerations I should keep in mind during this migration?

I'm having trouble with managing data pipelines in my data engineering projects. What tools and strategies can help me effectively manage and automate data pipelines?

I'm looking to improve my skills in Python programming for data engineering. Can you recommend some advanced techniques or projects to work on?