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Dronahq Interview Questions and Answers
Ques:- What is exploratory data analysis (EDA)
Right Answer:
Exploratory Data Analysis (EDA) is the process of analyzing and summarizing datasets to understand their main characteristics, often using visual methods. It helps identify patterns, trends, and anomalies in the data before applying formal modeling techniques.
Ques:- What is a hypothesis and how do you test it
Right Answer:
A hypothesis is a specific, testable prediction about the relationship between two or more variables. To test a hypothesis, you can use the following steps:

1. **Formulate the Hypothesis**: Clearly define the null hypothesis (no effect or relationship) and the alternative hypothesis (there is an effect or relationship).
2. **Collect Data**: Gather relevant data through experiments, surveys, or observational studies.
3. **Analyze Data**: Use statistical methods to analyze the data and determine if there is enough evidence to reject the null hypothesis.
4. **Draw Conclusions**: Based on the analysis, conclude whether the hypothesis is supported or not, and report the findings.
Ques:- What is classification analysis and how does it work
Right Answer:
Classification analysis is a data analysis technique used to categorize data into predefined classes or groups. It works by using algorithms to learn from a training dataset, where the outcomes are known, and then applying this learned model to classify new, unseen data based on its features. Common algorithms include decision trees, logistic regression, and support vector machines.
Ques:- What are the different types of data analysis
Right Answer:
The different types of data analysis are:

1. Descriptive Analysis
2. Diagnostic Analysis
3. Predictive Analysis
4. Prescriptive Analysis
5. Exploratory Analysis
Ques:- What is data normalization and why is it important
Right Answer:
Data normalization is the process of organizing data in a database to reduce redundancy and improve data integrity. It involves structuring the data into tables and defining relationships between them. Normalization is important because it helps eliminate duplicate data, ensures data consistency, and makes it easier to maintain and update the database.
Ques:- Name five signs that indicate your project may fail.
Right Answer:
1. Lack of clear goals and objectives.
2. Poor communication among team members.
3. Inadequate resources or budget constraints.
4. Frequent changes in project scope.
5. Low team morale and engagement.
Ques:- What is a project charter?
Right Answer:
A project charter is a formal document that outlines the objectives, scope, stakeholders, and overall framework of a project. It serves as an official authorization for the project to begin and provides a high-level overview of what the project aims to achieve.
Ques:- What is your view of Project Management?
Right Answer:
Project management is the process of planning, executing, and overseeing a project to achieve specific goals within a defined timeline and budget. It involves coordinating resources, managing risks, and ensuring effective communication among stakeholders to deliver successful outcomes.
Ques:- Tell me the way you measure the success of your project?
Right Answer:
I measure the success of my project by evaluating whether it meets the defined objectives, stays within budget, is completed on time, satisfies stakeholder expectations, and delivers the expected quality and benefits.
Ques:- What is the DOM?
Right Answer:
The DOM (Document Object Model) is a programming interface that represents the structure of a web document as a tree of objects, allowing scripts to manipulate the content, structure, and style of the document dynamically.
Ques:- Why do style sheets exist?
Right Answer:
Style sheets exist to separate content from presentation, allowing for consistent styling across multiple pages, easier maintenance, and improved loading times.
Ques:- What is embedded style? How to link?
Right Answer:
Embedded style refers to CSS styles that are defined within a `<style>` tag in the `<head>` section of an HTML document. To link an embedded style, you simply include the `<style>` tag with your CSS rules inside it, like this:

```html
<head>
<style>
/* CSS rules go here */
body {
background-color: lightblue;
}
</style>
</head>
```
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