Page 298 - AI Ver 3.0 class 10_Flipbook
P. 298
Step 33 Double-click on the Prediction widget to see the accuracy of the model.
As shown the tree Prediction is matching to some extent with the Actual Species Prediction.
Exercise
Solved Questions
SECTION A (Objective Type Questions)
Stage 6 Deployment
uiz
Once the best-performing model is identified, the next step involves deploying the model to make
A. Tick ( ) the correct option.
predictions on new data or integrating it into the system.
1. What does the success of AI mainly depend on?
At a Glance a. The size of the machine b. The amount, quality and type of data it receives
c. The speed of the algorithms d. The location of the AI system
• Data Science is a continuous process of exploring and discovering new things by analyzing data.
2. What does Spotify create based on your listening history?
• No-Code AI refers to tools and platforms that allow users to build, train, and deploy artificial intelligence (AI)
a. Movie suggestions b. Playlists
models without needing any programming or coding knowledge.
• Azure Machine Learning is a cloud-based service provided by Microsoft that allows developers and data c. Job recommendations d. Shopping ads
scientists to build, train, and deploy machine learning models.
3. How do AI systems learn?
• Google Cloud AutoML is a suite of machine learning tools provided by Google Cloud that allows users to
a. By using human intelligence b. Through algorithms and data
build custom machine learning models with minimal coding experience.
c. By interacting with people d. By collecting physical objects
• Orange Data Mining is an open-source machine learning software suite that provides a wide range of tools
for data mining, machine learning, data visualization, and statistical analysis. 4. How does Data Science support AI?
• Lobe is a simple, no-code tool that helps users build and train machine learning models without any coding skills. a. It creates raw data
• Teachable Machine is a web-based tool that allows anyone to create machine learning models easily, without
b. It acts as the backbone, helping AI systems learn and improve
needing any coding knowledge.
c. It stores data for later use
• The complete collection of raw data available for a test or experiment is referred to as the population.
• Statistical sampling is a way to pick a small group of people, items, or data points from a larger group (called d. It makes decisions for AI systems
the population) to study.
5. What does CTR stand for in digital advertising?
• Descriptive Statistics is a way to summarize and describe a set of data. Instead of looking at a lot of numbers,
a. Click Time Rate b. Customer Tracking Rate
descriptive statistics helps us see patterns, trends, and key points about the data, making it easier to
understand. c. Click-Through Rate d. Content Time Rate
296 Touchpad Artificial Intelligence (Ver. 3.0)-X

