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Accuracy in machine learning measures how often the model makes correct predictions.
Accuracy is the ratio of correctly predicted instances to the total instances in the dataset.
It is a common evaluation metric for classification models.
Accuracy can be calculated using the formula: (TP + TN) / (TP + TN + FP + FN), where TP = True Positives, TN = True Negatives, FP = False Positives, FN = False Negatives.
For example, if ...
Recall is a metric in machine learning that measures the ability of a model to find all relevant cases within a dataset.
Recall is calculated as the ratio of true positive cases to the sum of true positive and false negative cases.
It is also known as sensitivity or true positive rate.
A high recall value indicates that the model is good at identifying all relevant cases, even if it means more false positives.
For example,...
I applied via Campus Placement and was interviewed in Dec 2024. There was 1 interview round.
I applied via Naukri.com and was interviewed in Nov 2024. There was 1 interview round.
I applied via campus placement at Indian Institute of Technology (IIT), Jodhpur and was interviewed in Nov 2024. There were 2 interview rounds.
It consists of resume-based skill questions.
I want to join ICICI Bank because of its strong reputation in the banking industry and the opportunities for growth and development it offers.
ICICI Bank is one of the leading banks in India with a strong reputation for innovation and customer service
I am impressed by ICICI Bank's focus on technology and digital banking solutions
I believe that working at ICICI Bank will provide me with opportunities for career growth an...
I have worked on projects involving data analysis for marketing campaigns, customer segmentation, and sales forecasting.
Developed predictive models to optimize marketing strategies
Utilized clustering techniques for customer segmentation
Built time series models for sales forecasting
I applied via Company Website and was interviewed in Jun 2024. There were 2 interview rounds.
A coding test is an assessment used to evaluate a candidate's programming skills and problem-solving abilities. It typically involves solving problems using code within a specified time frame, often through platforms like HackerRank or LeetCode. The tests assess language proficiency, coding efficiency, and logical thinking.
An aptitude test is an assessment designed to evaluate a person's ability to perform specific tasks and react to a range of different situations. It measures cognitive abilities, problem-solving skills, logical reasoning, and sometimes specific skill sets relevant to a job or educational setting. These tests are commonly used in hiring processes, educational admissions, and career guidance.
I applied via Company Website and was interviewed in Feb 2024. There was 1 interview round.
Different kinds of joins include inner join, outer join, left join, and right join.
Inner join: Returns only the rows that have matching values in both tables.
Outer join: Returns all rows when there is a match in one of the tables.
Left join: Returns all rows from the left table and the matched rows from the right table.
Right join: Returns all rows from the right table and the matched rows from the left table.
Columns are the fields in a dataset, while measures are calculations based on those fields in Power BI.
Columns are the raw data fields in a dataset, such as 'Sales Amount' or 'Product Category'.
Measures are calculations performed on columns, like sum, average, count, etc.
Measures are created using DAX (Data Analysis Expressions) in Power BI.
Columns are used for grouping, filtering, and slicing data, while measures are
Use the DISTINCT keyword in a SELECT statement to remove duplicates in SQL.
Use the DISTINCT keyword in a SELECT statement to retrieve unique values.
Example: SELECT DISTINCT column_name FROM table_name;
Another way is to use the GROUP BY clause to remove duplicates.
Example: SELECT column_name FROM table_name GROUP BY column_name;
It was not easy only people can clear who are better in pandas and numpy
100 questions were asked
I applied via campus placement at Indian Institute of Technology (IIT), Bhuvaneshwar and was interviewed in Mar 2023. There were 4 interview rounds.
Arthimetic,reasoning,Analytical questions
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