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Random forest is an ensemble learning method using multiple decision trees to improve accuracy and reduce overfitting.
Random forest uses multiple decision trees to make predictions.
Decision tree is a single tree structure used for classification and regression.
Random forest reduces overfitting by averaging the predictions of multiple trees.
Decision tree can be prone to overfitting if not pruned properly.
Random forest i...
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I appeared for an interview in Feb 2017.
posted on 31 Jul 2020
The job of a Business Analyst is beneficial for job seekers as it offers a challenging and rewarding career with opportunities for growth and development.
Provides exposure to various industries and domains
Opportunities to work with cross-functional teams
Develops analytical and problem-solving skills
Enhances communication and presentation skills
Offers competitive salaries and benefits
Potential for career advancement and...
Business Analysts ensure client satisfaction by delivering insights, improving processes, and aligning solutions with business goals.
Understanding Client Needs: By conducting thorough requirements gathering, Business Analysts ensure that the solutions developed meet the specific needs of clients, leading to higher satisfaction.
Data-Driven Insights: They analyze data to provide actionable insights, helping clients make ...
The number of recruitment hires for a desired job varies based on factors like company size, industry, and job requirements.
Consider the size of the company - larger companies may have more recruitment hires
Industry trends - certain industries may have higher turnover rates and require more recruitment
Job requirements - specialized roles may require more recruitment efforts
Utilize data analytics to determine optimal re...
posted on 25 Jun 2021
I applied via Naukri.com and was interviewed in Dec 2020. There were 3 interview rounds.
I applied via Naukri.com and was interviewed in Aug 2021. There were 3 interview rounds.
I applied via Naukri.com and was interviewed in Oct 2024. There were 3 interview rounds.
6 mcqs and 2 sql questions
I applied via LinkedIn and was interviewed in Dec 2024. There were 2 interview rounds.
Basic Hacker Rank SQL Questions 2 . and 10 MCQ based
The query selects all columns and calculates the total amount for each customer in table t2.
The query uses a window function to calculate the sum of 'amt' for each customer in the 't2' table.
The 'partition by customer' clause divides the result set into partitions based on the 'customer' column.
The 'select *' statement selects all columns from the table along with the calculated total amount.
The 'sum(amt) over (partiti...
To find customers who purchased the same item multiple times on the same day.
Identify unique customers who purchased the same item multiple times on the same day
Check for duplicate transactions by customer and item on the same day
Aggregate the data to count the number of customers who made multiple purchases of the same item on the same day
I applied via Campus Placement and was interviewed in Nov 2024. There were 2 interview rounds.
In a group discussion, one or more members engage in conversation about specific topics, sharing their knowledge and gaining insights from each other.
I applied via Campus Placement and was interviewed in Nov 2024. There were 2 interview rounds.
Easy question for aptitude test
I learned about AI's applications, algorithms, and ethical considerations during my college studies, enhancing my analytical skills.
Studied machine learning algorithms like decision trees and neural networks, which are essential for predictive analytics.
Explored natural language processing (NLP) techniques, such as sentiment analysis, to understand customer feedback.
Analyzed case studies on AI in healthcare, demonstrat...
My salary expectation is based on my experience, skills, and the market rate for Data Analyst positions.
Consider my years of experience in data analysis
Research the average salary for Data Analysts in this location
Factor in any additional skills or certifications I bring to the table
I have strong analytical skills, proficiency in data analysis tools, and excellent communication skills.
Strong analytical skills
Proficiency in data analysis tools (e.g. Excel, SQL, Python)
Excellent communication skills (both written and verbal)
based on 1 interview experience
based on 2 reviews
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