1.4 - The Data Science Lifecycle
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Practice Questions
Test your understanding with targeted questions
What is the first step in the Data Science Lifecycle?
💡 Hint: Think about what you need to understand before starting.
Name one data collection method.
💡 Hint: Consider the sources from where data can be gathered.
4 more questions available
Interactive Quizzes
Quick quizzes to reinforce your learning
What is the last stage of the Data Science Lifecycle?
💡 Hint: Think about what happens after deployment.
True or False: Data cleaning is optional in the Data Science Lifecycle.
💡 Hint: How does bad data affect your analysis?
2 more questions available
Challenge Problems
Push your limits with advanced challenges
You are tasked with analyzing customer feedback data. Define a clear problem statement, describe how you would collect the data, and explain what cleaning steps you'd take.
💡 Hint: Think about your end goal with the analysis.
Discuss the impact of not monitoring a deployed model. What potential issues can arise, and how can you mitigate them?
💡 Hint: Consider what happens to models over time, especially in dynamic environments.
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Reference links
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