Robotics & Artificial Intelligence
Briefly explain Data Exploration from AI project framework.
AI Project Framework
2 Likes
Answer
Data Exploration is the stage of the AI Project Cycle in which the collected data is examined carefully to understand its structure, patterns, trends, and relationships. It helps in identifying useful insights, detecting anomalies or unusual behaviour, and making the data easier to interpret through data visualisation tools such as charts and graphs. This stage also helps in selecting a suitable model for the next stage of the AI Project Cycle.
Answered By
2 Likes
Related Questions
A company XYZ Ltd. records its monthly sales in lakhs as follows:
Month = ['Jan', 'Feb', 'Mar', 'Apr', 'May', 'Jun']
Sales = [25, 30, 28, 35, 40, 38]Write a Python program using Matplotlib to:
- Store the data.
- Plot a bar chart with month on X-axis and sales on Y-axis.
- Label the axes and give a title "XYZ Ltd. Half-Yearly Sales"
What are smart homes? Name any two features that make a home a smart home.
Write a Python program to plot a pie chart comparing marks of five students as given below:
stud_name = ['Jessica', 'Peter', 'Alexa', 'James', 'Ram']
marks = [48, 22, 14, 30, 49]Import the necessary libraries.
Name the type of sensor used for each of the following purposes:
(a) Detecting obstacles
(b) Measuring light intensity
(c) Measuring temperature