IBM Consulting DGM Interview Questions and Answers

Q1. Commercial suit filing process
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Q2. Section 73 & 74 of Contract act
Ans. 
Sections 73 & 74 of the Contract Act deal with compensation for loss or damage caused by breach of contract.
• Section 73 states that when a contract is broken, the party who suffers is entitled to receive compensation for any loss or damage caused by the breach.

• Section 74 deals with compensation for breach of contract where the amount of loss or damage is not easily ascertainable.

• Examples of compensation under these sect...read more
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Q1. Can you describe your current roles and responsibilities?
Ans. 
I am currently responsible for leading a team of data scientists, developing and implementing data-driven strategies, and ensuring the quality and accuracy of data analysis.
• Leading a team of data scientists

• Developing and implementing data-driven strategies

• Ensuring quality and accuracy of data analysis
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Q2. What are the technical details of one of your projects?
Ans. 
Developed a predictive model for customer churn using machine learning algorithms.
• Used Python for data preprocessing and model building

• Applied techniques like feature engineering and hyperparameter tuning

• Evaluated model performance using metrics like accuracy, precision, and recall
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Q1. What is the loss function used in XGBoost?
Ans. 
The loss function used in XGBoost is typically the gradient boosting algorithm.
• XGBoost uses the gradient boosting algorithm to minimize the loss function

• Common loss functions include regression loss functions like squared error and logistic loss for classification

• Users can also define custom loss functions in XGBoost
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Q2. Logical puzzle question
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Q1. What are your professional aspirations?
Ans. 
My professional aspiration is to lead a team of data scientists to drive impactful insights and innovations.
• Lead a team of data scientists to tackle complex problems

• Drive impactful insights and innovations through data analysis

• Continuously learn and stay updated on the latest trends in data science

• Collaborate with cross-functional teams to implement data-driven solutions
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Q2. Puzzle question
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Q3. Mathematical series question
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Q1. What is the reason for leaving your current organization?
Ans. 
Seeking new challenges and growth opportunities in a more innovative environment.
• Desire for new challenges and growth opportunities

• Seeking a more innovative work environment

• Looking to expand skill set and knowledge in data science
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Q2. What are your reasons for wanting to join IDFC?
Ans. 
I am excited about the opportunity to contribute my data science skills to IDFC's innovative projects and make a meaningful impact.
• Excited about contributing data science skills to innovative projects at IDFC

• Opportunity to make a meaningful impact through data-driven solutions

• Interested in working with a reputable organization like IDFC
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Q3. What are your strengths and weaknesses?
Ans. 
My strengths include strong analytical skills and attention to detail. My weaknesses include a tendency to overthink and difficulty delegating tasks.
• Strengths: strong analytical skills

• Strengths: attention to detail

• Weaknesses: tendency to overthink

• Weaknesses: difficulty delegating tasks
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Q1. Merge sort time complexity less
Ans. 
Merge sort has a time complexity of O(n log n) in the worst case scenario.
• Merge sort divides the array into two halves, sorts them recursively, and then merges them back together.

• The time complexity of merge sort is O(n log n) in the worst case scenario.

• For example, sorting an array of 8 elements would take 3 recursive calls to merge sort.
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Q2. Palindrome with react js to show on UI
Ans. 
Create a palindrome checker using React JS to display on the UI
• Create a input field for user to enter a string

• Use state to store the input string

• Create a function to check if the input string is a palindrome

• Display the result on the UI
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Javascript question on promise, callbacks, hosting

Q1. What is the architecture of Transformers in machine learning?
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Q1. General questions related to resume
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Q1. Caching Strategy
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Q2. What is micro Frontend architecture
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Micro Frontend architecture is an approach to building front-end applications by breaking them down into smaller, independently deployable units.
• Allows different teams to work on separate parts of the application

• Each micro frontend can be developed using different technologies

• Enables incremental upgrades and updates without affecting the entire application

• Can improve performance by loading only the necessary components

• ...read more
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Q3. Pure and impure pipes in angular
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Pure pipes in Angular are stateless and do not change the input data, while impure pipes can have side effects and change the input data.
• Pure pipes are used for simple transformations like formatting dates or numbers.

• Impure pipes are used for more complex transformations that require state or side effects.

• Pure pipes are faster and more efficient as they only run when a pure change to the input data is detected.

• Impure p...read more
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Q4. How to make singleton services multiton
Ans. 
Singleton services can be made multiton by maintaining a map of instances with unique keys.
• Create a map to store instances with unique keys

• Use a factory method to retrieve instances based on keys

• Ensure that only one instance is created per key
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Q5. What is dependency injection
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Dependency injection is a design pattern where components are given their dependencies rather than creating them internally.
• Allows for easier testing by injecting mock dependencies

• Promotes loose coupling between components

• Improves code reusability and maintainability

• Examples: AngularJS, Spring Framework
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Javascript programming language

Javascript programming languge

Q1. CSS Box-model definition
Ans. 
CSS Box-model defines how elements are rendered in a webpage, including padding, border, and margin.
• Box-model consists of content, padding, border, and margin

• Content area is where text or images are displayed

• Padding is the space between content and border

• Border is the line around the content and padding

• Margin is the space outside the border
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Q2. Difference b/n flexbox and grid
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Flexbox is for one-dimensional layouts, grid is for two-dimensional layouts.
• Flexbox is best for arranging items in a single row or column.

• Grid is best for creating complex layouts with rows and columns.

• Flexbox is more suitable for smaller scale layouts, while grid is better for larger scale layouts.

• Flexbox is more flexible in terms of item order and sizing, while grid provides more control over the overall layout.

• Both
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2 question 1 easy 2 medium dsa

2 codes of dsa and mcq.

Q1. Code paring round
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Q2. Dsa question of graph
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