Find Interview Questions for Interactive brokers group

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a : b : c = 63 : 45 : 55.

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The speed of the faster train is 50 m/s.

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The amount invested in scheme B is Rs. 1000.

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A capital market is a financial market where long-term debt or equity securities are bought and sold, allowing companies and governments to raise funds for investment and growth.

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Fund-based lending refers to the provision of loans or credit by banks that involves the actual disbursement of funds to borrowers. The various forms of fund-based lending by banks include:

1. Term Loans
2. Working Capital Loans
3. Overdraft Facilities
4. Cash Credit
5. Demand Loans
6. Bill Discounting

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Clustering in data analysis is the process of grouping similar data points together based on their characteristics, without prior labels. It is an unsupervised learning technique. In contrast, classification involves assigning predefined labels to data points based on their features, using a supervised learning approach.

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Supervised learning uses labeled data to train models, meaning the output is known, while unsupervised learning uses unlabeled data, where the model tries to find patterns or groupings without predefined outcomes.

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The different types of data analysis are:

1. Descriptive Analysis
2. Diagnostic Analysis
3. Predictive Analysis
4. Prescriptive Analysis
5. Exploratory Analysis

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To handle missing data in a dataset, you can use the following methods:

1. **Remove Rows/Columns**: Delete rows or columns with missing values if they are not significant.
2. **Imputation**: Fill in missing values using techniques like mean, median, mode, or more advanced methods like KNN or regression.
3. **Flagging**: Create a new column to indicate missing values for analysis.
4. **Predictive Modeling**: Use algorithms to predict and fill in missing values based on other data.
5. **Leave as Is**: In some cases, you may choose to leave missing values if they are meaningful for analysis.

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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.

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Provision is an estimated amount set aside for a future obligation or expense that is uncertain in timing or amount, while payable is a specific amount owed to a creditor that is due for payment.

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A shadow balance is an accounting term that refers to a record of transactions or balances that are not officially recognized in the financial statements but are tracked internally for management or analytical purposes.

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Contingent liabilities are potential obligations that may arise in the future depending on the outcome of a specific event, such as a lawsuit or warranty claim, but are not yet recognized as actual liabilities in the financial statements.

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The value of stock is Rs 60,000.

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Taxation is the process by which governments collect money from individuals and businesses to fund public services and infrastructure. Taxes can be levied on income, property, sales, and various transactions. The primary uses of tax revenue include funding education, healthcare, transportation, defense, and social services, as well as maintaining public order and supporting economic stability.

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I left my previous company to seek new challenges and opportunities for growth in my career.

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In my previous company, I successfully led a project that improved our software's performance by 30%, resulting in increased customer satisfaction and a 15% boost in sales.

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I want to change my current organization to seek new challenges, grow my skills, and find opportunities that align better with my career goals and values.

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My total experience is [insert number] years.

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Sales and marketing are two related but distinct activities. Marketing involves promoting and creating awareness of a product or service to attract potential customers, while sales is the process of directly engaging with those customers to persuade them to purchase the product or service.