1️⃣ Question 1

Why did Lila focus on communication and storytelling skills?

• ❌ To impress her friends

• ❌ To improve her public speaking abilities

• ✅ To communicate her findings effectively as a data scientist

• ❌ To become a writer

Explanation:
Data scientists must explain insights clearly, and storytelling helps bridge the gap between data and decision-making.

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2️⃣ Question 2

What is the importance of domain knowledge in data science?

• ❌ It’s not important at all.

• ✅ It allows you to apply data science skills effectively in a specific field.

• ❌ It helps you become a software developer.

• ❌ It helps you become a better e-commerce website developer.

Explanation:
Domain knowledge helps data scientists understand the context, interpret results correctly, and make relevant recommendations.

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3️⃣ Question 3

What key skills did Lila acquire during her data science education?

• ❌ Cooking and gardening

• ❌ Music and art appreciation

• ✅ Statistics, machine learning, data analysis

• ❌ History and literature knowledge

Explanation:
These are the core technical skills taught in data science programs.

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4️⃣ Question 4

What sources did Lila explore to procure data for her project?

• ❌ Only repositories and databases

• ❌ Product professionals, data engineers, and domain specialists

• ✅ Various repositories, websites, and databases

• ❌ Websites and libraries

Explanation:
She explored multiple data sources including datasets, online platforms, and structured repositories.

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5️⃣ Question 5

What does Lila do at the end of her first project to convey insights?

• ❌ She shares raw data.

• ✅ She creates a comprehensive report or presentation.

• ❌ She organizes a meeting.

• ❌ She writes a blog post.

Explanation:
A clear report or presentation helps stakeholders understand insights and recommendations.

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🧾 Summary Table