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Week 12 Assignment 12 Solution for NPTEL's Introduction to Internet of Things course

📚 Week 12 Assignment:

- NPTEL's Introduction to Internet of Things course.

- Solution provided.


📌 Relevant Aspects:

- Course: Introduction to Internet of Things

- Week: 12

- Assignment: 12

- Solution: Available

- Source: NPTEL


💬 Summary:

The text refers to Week 12 Assignment 12 and its solution for NPTEL's Introduction to Internet of Things course.


#NPTEL #IoT #Assignment #Solution #Education






Default (GPT-3.5)


User

The two types of data analysis are _____________.

 a. Qualitative and Quantitative

 b. Repetitive and Quantitative

 c. Repetitive and Qualitative

 d. All of these

1 point

Which of the following is a principle of Qualitative analysis?

 a. Notice things

 b. Think about things

 c. Collect things

 d. All of these

1 point

Select the statement(s) that denote the type of ANOVA.

Statement I: One way analysis

Statement II: Two way analysis

Statement III: K-way analysis

 a. Statement I

 b. Statement II

 c. Statements I, II, and III

 d. None of these

1 point

What is the type of the data dispersion?

 a. Range

 b. Average absolute deviation

 c. Variance

 d. All of these

1 point

The process by which numerical data is analyzed is known as __________.

 a. Qualitative analysis

 b. Quantitative analysis

 c. None of these

 d. All of these

1 point

The mathematical equation that is formulated in the form of relationships between variables is known as __________.

 a. Logical model

 b. Relational model

 c. Data dispersion

 d. Statistical model

1 point

What are the two types of statistical models?

 a. Qualitative and quantitative

 b. Complete and incomplete

 c. Regression and dispersion

 d. None of these

1 point

Contingency table is also known as?

 a. Cross tabulation

 b. Cross table

 c. All of these

 d. None of these

1 point

Advances in sensor and connectivity have disabled preventive care.

 a. True

 b. False

1 point

Which of the following is a feature of IoT Healthcare?

 a. Non-invasive monitoring

 b. Cloud-based analytics

 c. Wireless transmission

 d. All of these

1 point

Which of the following are components of IoT?

 a. Sensing layer

 b. Aggregated layer

 c. Processing layer

 d. All of these

1 point

Which of the following is the advantage of activity monitoring?

 a. Hard integration

 b. Long term monitoring

 c. Expensive

 d. None of these

1 point

Deep learning based data analysis cannot be performed on videos

 a. True

 b. False

1 point

Which of the following is true for in-place activity monitoring data analysis?

 a. Low power

 b. Good network connection required

 c. On-device

 d. Group-based analytics

1 point

Fill in the blank. Processing the handheld activity device data with artificial intelligence can be used for ________.

 a. Fall detection

 b. Heart rate detection

 c. Vehicle detection

 d. All of these

ChatGPT

Here are the answers to your questions:


The two types of data analysis are a. Qualitative and Quantitative.


A principle of Qualitative analysis is d. All of these (Notice things, Think about things, Collect things).


The type of ANOVA includes c. Statements I, II, and III (One way analysis, Two way analysis, K-way analysis).


The type of data dispersion includes d. All of these (Range, Average absolute deviation, Variance).


The process by which numerical data is analyzed is known as b. Quantitative analysis.


The mathematical equation that is formulated in the form of relationships between variables is known as d. Statistical model.


The two types of statistical models are c. Regression and dispersion.


Contingency table is also known as a. Cross tabulation.


b. False - Advances in sensor and connectivity have not disabled preventive care.


IoT Healthcare features include d. All of these (Non-invasive monitoring, Cloud-based analytics, Wireless transmission).


The components of IoT include d. All of these (Sensing layer, Aggregated layer, Processing layer).


The advantage of activity monitoring includes b. Long term monitoring.


b. False - Deep learning-based data analysis can be performed on videos.


True for in-place activity monitoring data analysis: a. Low power and c. On-device.


Processing the handheld activity device data with artificial intelligence can be used for d. All of these (Fall detection, Heart rate detection, Vehicle detection).





User

first write question then answer one by one

ChatGPT

Certainly! Here are the questions followed by their respective answers:


Question 1: The two types of data analysis are _____________.

Answer 1: a. Qualitative and Quantitative


Question 2: Which of the following is a principle of Qualitative analysis?

Answer 2: d. All of these (Notice things, Think about things, Collect things)


Question 3: Select the statement(s) that denote the type of ANOVA.

Answer 3: c. Statements I, II, and III (One way analysis, Two way analysis, K-way analysis)


Question 4: What is the type of data dispersion?

Answer 4: d. All of these (Range, Average absolute deviation, Variance)


Question 5: The process by which numerical data is analyzed is known as __________.

Answer 5: b. Quantitative analysis


Question 6: The mathematical equation that is formulated in the form of relationships between variables is known as __________.

Answer 6: d. Statistical model


Question 7: What are the two types of statistical models?

Answer 7: c. Regression and dispersion


Question 8: Contingency table is also known as?

Answer 8: a. Cross tabulation


Question 9: Advances in sensor and connectivity have disabled preventive care.

Answer 9: b. False


Question 10: Which of the following is a feature of IoT Healthcare?

Answer 10: d. All of these (Non-invasive monitoring, Cloud-based analytics, Wireless transmission)


Question 11: Which of the following are components of IoT?

Answer 11: d. All of these (Sensing layer, Aggregated layer, Processing layer)


Question 12: Which of the following is the advantage of activity monitoring?

Answer 12: b. Long term monitoring


Question 13: Deep learning-based data analysis cannot be performed on videos.

Answer 13: b. False


Question 14: Which of the following is true for in-place activity monitoring data analysis?

Answer 14: a. Low power and c. On-device


Question 15: Fill in the blank. Processing the handheld activity device data with artificial intelligence can be used for ________.

Answer 15: d. All of these (Fall detection, Heart rate detection, Vehicle detection)



Certainly! Here are the questions along with their answers and reasons:


Question 1: The two types of data analysis are _____________.

Answer 1: a. Qualitative and Quantitative

Reason 1: Data analysis can broadly be categorized into two types: Qualitative analysis, which deals with non-numeric data and focuses on understanding qualities, and Quantitative analysis, which deals with numeric data and focuses on quantities.


Question 2: Which of the following is a principle of Qualitative analysis?

Answer 2: d. All of these (Notice things, Think about things, Collect things)

Reason 2: Qualitative analysis principles involve noticing relevant details, thinking critically about the data, and collecting data systematically. All of these principles are important in qualitative research.


Question 3: Select the statement(s) that denote the type of ANOVA.

Answer 3: c. Statements I, II, and III (One way analysis, Two way analysis, K-way analysis)

Reason 3: Analysis of Variance (ANOVA) can be categorized into different types, including one-way analysis, two-way analysis, and K-way analysis, depending on the number of factors being considered. All of these statements denote types of ANOVA.


Question 4: What is the type of data dispersion?

Answer 4: d. All of these (Range, Average absolute deviation, Variance)

Reason 4: Data dispersion measures the spread or variability in a dataset. Range, Average absolute deviation, and Variance are all methods used to quantify data dispersion.


Question 5: The process by which numerical data is analyzed is known as __________.

Answer 5: b. Quantitative analysis

Reason 5: Numerical data analysis involves quantitative techniques, where data is analyzed using mathematical and statistical methods to derive meaningful insights.


Question 6: The mathematical equation that is formulated in the form of relationships between variables is known as __________.

Answer 6: d. Statistical model

Reason 6: A statistical model is a mathematical equation or representation that describes relationships between variables in a dataset, allowing for the analysis of these relationships.


Question 7: What are the two types of statistical models?

Answer 7: c. Regression and dispersion

Reason 7: Regression models are used to model relationships between variables, while dispersion models quantify the spread or variability in data. These are two common types of statistical models.


Question 8: Contingency table is also known as?

Answer 8: a. Cross tabulation

Reason 8: A contingency table is often referred to as cross-tabulation because it presents data in a table format, allowing for the analysis of the relationship between two categorical variables.


Question 9: Advances in sensor and connectivity have disabled preventive care.

Answer 9: b. False

Reason 9: This statement is false. Advances in sensor technology and connectivity have enabled and improved preventive care by providing real-time data monitoring, early warning systems, and remote healthcare services.


Question 10: Which of the following is a feature of IoT Healthcare?

Answer 10: d. All of these (Non-invasive monitoring, Cloud-based analytics, Wireless transmission)

Reason 10: IoT Healthcare features include non-invasive monitoring of patients, cloud-based analytics for data analysis and storage, and wireless transmission of medical data for remote monitoring and healthcare services.


Question 11: Which of the following are components of IoT?

Answer 11: d. All of these (Sensing layer, Aggregated layer, Processing layer)

Reason 11: IoT (Internet of Things) typically consists of three main components: the Sensing layer for data collection, the Aggregated layer for data storage and processing, and the Processing layer for analysis and decision-making.


Question 12: Which of the following is the advantage of activity monitoring?

Answer 12: b. Long term monitoring

Reason 12: One advantage of activity monitoring is its ability to provide long-term data collection and analysis, allowing for continuous tracking and assessment of an individual's activity patterns.


Question 13: Deep learning-based data analysis cannot be performed on videos.

Answer 13: b. False

Reason 13: Deep learning-based data analysis can indeed be performed on videos. Deep learning models, such as convolutional neural networks (CNNs), are commonly used for video analysis tasks like object detection, action recognition, and facial recognition.


Question 14: Which of the following is true for in-place activity monitoring data analysis?

Answer 14: a. Low power and c. On-device

Reason 14: In-place activity monitoring data analysis often requires low power consumption to extend battery life, and it is typically performed on the device itself (on-device) to ensure real-time processing and privacy.


Question 15: Fill in the blank. Processing the handheld activity device data with artificial intelligence can be used for ________.

Answer 15: d. All of these (Fall detection, Heart rate detection, Vehicle detection)

Reason 15: Processing handheld activity device data with artificial intelligence can be used for various purposes, including fall detection, heart rate detection, and vehicle detection, among other applications.

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