6 Tests to Master Deep Learning, Power BI/Tableau, Big Data (Spark), & HR/Case Study questions for Senior DS roles.
Sub Category
- Other IT & Software
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Objectives
- Confidently discuss Deep Learning concepts, from CNNs/RNNs to Transformers, LLMs, and real-world Generative AI applications.
- Master advanced Excel (Pivot Tables, Power Query) and modern BI tools like Power BI / Tableau for data analysis and visualization.
- Explain Data Engineering concepts, including ETL, Spark/Hadoop basics, and modern Cloud Data Pipelines (AWS/GCP/Azure).
- Nail Case Study challenges and demonstrate leadership with the STAR Method for common behavioral and HR interview questions.
Pre Requisites
- Prior foundational knowledge of Python, SQL, and core Machine Learning concepts. (Highly recommend Part 1 first!)
- A willingness to tackle complex, open-ended Case Study problems and think like a senior business partner.
- Familiarity with basic high school level algebra and statistics (e.g., probability, linear equations).
FAQ
- Q. How long do I have access to the course materials?
- A. You can view and review the lecture materials indefinitely, like an on-demand channel.
- Q. Can I take my courses with me wherever I go?
- A. Definitely! If you have an internet connection, courses on Udemy are available on any device at any time. If you don't have an internet connection, some instructors also let their students download course lectures. That's up to the instructor though, so make sure you get on their good side!
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