Page 304 - AI Ver 3.0 class 10_Flipbook
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9. Define Model Widgets.
10. What is Google Cloud AutoML?
11. Write any three benefits of no-code tools.
12. Write any two applications of data science.
In Life 21 st Century #Critical Thinking
#Leadership & Responsibility
Skills
Statistical analysis powered by AI is not just about numbers and trends; it’s about understanding the patterns of
human behaviour, health, society, and even our environment. Every time we use an app, purchase something online,
or even interact on social media, AI is silently observing our choices, learning from them, and predicting what might
happen next. But here's the big question: How much of our lives do we want AI to control or influence based on
statistical analysis? Should we rely on these predictions to guide our decisions, or is there a danger in allowing
algorithms to shape the way we think and act?
Deep Thinking 21 st Century #Critical Thinking
Skills
How does the integration of AI in statistics revolutionize decision-making and operational efficiency across diverse
sectors, and what are the transformative real-world applications of AI-driven statistical models in industries like
healthcare, finance, and marketing?
21 st Century #Information Literacy
Skills
Lab
1. In the US Adult Income dataset, you want to predict whether a person earns more than $50K
annually based on various demographic features such as age, education level, marital status,
occupation, and hours worked per week. Since income (more or less than $50K) is the output (what
you're trying to predict), it should be set as the label.
Download the Dataset: https://www.kaggle.com/datasets/johnolafenwa/us-
census-data
2. In the YouTube Adview dataset, you want to predict the number of views an ad
receives based on various features like video length, ad type, targeted audience, and the time the
ad was posted. Since the number of views is the output (what you're trying to predict), it should be
set as the label.
Download the Dataset: https://www.kaggle.com/datasets/mohdshahnawazaadil/
train-and-test-data-set
Answers
Exercise (Section A)
A. 1. b 2. b 3. b 4. b 5. c 6. b 7. b 8. b 9. d 10. c
302 Touchpad Artificial Intelligence (Ver. 3.0)-X

