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WACC, or Weighted Average Cost of Capital, represents a firm's average cost of capital from all sources, weighted by their proportion.
WACC is used to evaluate investment opportunities and assess financial performance.
It combines the cost of equity and the cost of debt, reflecting the risk of the business.
For example, if a company has a WACC of 8%, it means it needs to earn at least 8% on its investments to satisfy...
Significant accounts are those that have a major impact on financial statements and decision-making processes.
Accounts with high transaction volumes, e.g., cash and sales accounts.
Accounts that represent a large portion of total assets, e.g., accounts receivable.
Accounts subject to significant estimates or judgments, e.g., allowance for doubtful accounts.
Accounts that are closely monitored for compliance, e.g., ta...
Financial markets facilitate the buying and selling of financial products, impacting economies and investment strategies.
Types of financial markets include stock markets, bond markets, and derivatives markets.
Stock markets allow investors to buy shares of publicly traded companies, e.g., NYSE, NASDAQ.
Bond markets involve the issuance and trading of debt securities, e.g., government bonds, corporate bonds.
Derivativ...
CNNs consist of multiple layers that process data hierarchically, extracting features for tasks like image recognition.
Convolutional Layer: Applies filters to input images to create feature maps, e.g., detecting edges.
Activation Layer: Introduces non-linearity, commonly using ReLU (Rectified Linear Unit) to enhance learning.
Pooling Layer: Reduces dimensionality, e.g., Max Pooling selects the maximum value from a f...
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Backpropagation is an algorithm used for training neural networks by minimizing the error through gradient descent.
Backpropagation calculates the gradient of the loss function with respect to each weight by the chain rule.
It involves two main phases: forward pass (calculating output) and backward pass (updating weights).
For example, in a neural network, if the output is incorrect, backpropagation adjusts weights t...
Vectorization is the process of converting operations to work on entire arrays or matrices instead of individual elements.
Improves performance by leveraging optimized libraries (e.g., NumPy in Python).
Allows for parallel processing, reducing computation time.
Example: Adding two arrays element-wise can be done in one operation instead of a loop.
Facilitates cleaner and more readable code by reducing the need for exp...
ROC-AUC measures a model's ability to distinguish between classes, providing insight into its performance across thresholds.
ROC (Receiver Operating Characteristic) curve plots True Positive Rate (TPR) against False Positive Rate (FPR).
AUC (Area Under the Curve) quantifies the overall ability of the model to discriminate between positive and negative classes.
An AUC of 0.5 indicates no discrimination (random guessin...
Cash flow refers to the movement of money in and out of a business, crucial for its financial health and operations.
Cash inflow includes revenue from sales, investments, and loans.
Cash outflow consists of expenses like salaries, rent, and utilities.
Positive cash flow indicates a business can meet its obligations; negative cash flow can signal financial trouble.
Example: A retail store receives cash from customers (...
IT General Controls (ITGC) ensure the integrity, confidentiality, and availability of data in IT systems.
Access Controls: Manage who can access systems and data. Example: Role-based access control (RBAC).
Change Management: Ensure that changes to systems are made in a controlled manner. Example: Documenting and approving changes.
Data Backup and Recovery: Protect data from loss and ensure it can be restored. Example...
Key risks and controls in experienced processes include operational, compliance, and financial risks, with tailored controls for each industry.
Operational risks: Inefficiencies in processes can lead to delays; implementing process automation can mitigate this risk.
Compliance risks: Industries like finance face strict regulations; regular audits and compliance training are essential controls.
Financial risks: Market...
I applied via Campus Placement and was interviewed in Oct 2022. There were 3 interview rounds.
Basic maths , english and business ethics related question
total questions 36
I appeared for an interview in Jun 2025, where I was asked the following questions.
I have 3 years of experience with Angular. Pipes are used for data transformation and components are building blocks of Angular applications.
I have worked on Angular projects for 3 years, developing and testing various features.
Pipes in Angular are used for transforming data before displaying it in the UI. For example, date pipe formats dates in a specific way.
Components in Angular are reusable building blocks that enc...
Yes, I can replicate the screen in Angular that is currently visible on my display.
Use Angular's component structure to recreate the screen
Identify the HTML elements and CSS styles used on the screen
Fetch data from APIs if needed to populate the screen
Ensure functionality like buttons, forms, and interactions are replicated accurately
Multiple questions regarding data structures.
I appeared for an interview in Jan 2025.
Architecture of multiple microservices in MS Paint
Draw separate boxes for each microservice
Connect the boxes with lines to show communication
Label each box with the name of the microservice
Include any databases or external services used by the microservices
Anna Sebistian's case raises concerns about workplace safety and mental health in high-pressure environments like EY.
Workplace Environment: High-pressure environments can lead to stress and mental health issues, as seen in Anna's case.
Support Systems: Companies should implement robust support systems, such as counseling services, to help employees cope with stress.
Training and Awareness: Regular training on mental heal...
Agile is a project management methodology focused on iterative development, SDLC is the software development life cycle, and user stories are short descriptions of a feature told from the perspective of the end user.
Agile is a project management approach that emphasizes flexibility, collaboration, and customer feedback.
SDLC is the process of planning, creating, testing, and deploying software applications.
User stories ...
To create a new market in Vietnam for LC/BG, we can start by conducting market research, building relationships with local businesses and government agencies, and offering tailored financial solutions.
Conduct market research to understand the needs and preferences of Vietnamese businesses
Build relationships with local banks, businesses, and government agencies to establish credibility and trust
Offer tailored financial ...
Acceptance criteria are conditions that a product must satisfy to be accepted by a user, customer, or stakeholder.
Acceptance criteria are typically defined during the planning phase of a project.
They are used to determine whether a product or feature is complete and functioning as expected.
Acceptance criteria are often written in a specific format, such as 'Given X, when Y, then Z.'
They help ensure that the product mee...
I applied via Naukri.com and was interviewed in Aug 2024. There were 3 interview rounds.
Power BI Services features include data visualization, interactive reports, dashboards, and data connectivity.
Data visualization tools like charts, graphs, and maps
Interactive reports for exploring data and gaining insights
Dashboards for monitoring key metrics and KPIs
Data connectivity to various sources like Excel, SQL databases, and cloud services
Seeking new challenges and growth opportunities in a different environment.
Desire for career advancement
Looking for new challenges
Seeking a change in work environment
Opportunity to learn and grow in a different setting
I applied via Referral and was interviewed in Sep 2024. There were 3 interview rounds.
I have 3 years of experience working in the Data Analytic team where I analyzed large datasets to provide insights and recommendations.
Performed data cleaning and preprocessing tasks to ensure data accuracy
Utilized statistical analysis and machine learning techniques to extract valuable information
Created data visualizations and reports to communicate findings to stakeholders
Data cleansing involves identifying and correcting errors in data to improve its quality. Ways to analyze data include using statistical methods, data visualization, and machine learning algorithms.
Identify and remove duplicate records
Standardize data formats and values
Fill in missing values using imputation techniques
Use data profiling to understand data quality issues
Apply data validation rules to ensure accuracy
Util...
I would deal with the overwhelming nature of working in a Big4 by prioritizing tasks, seeking support from colleagues, and practicing self-care.
Prioritize tasks based on deadlines and importance to avoid feeling overwhelmed
Seek support from colleagues or mentors to discuss challenges and brainstorm solutions
Practice self-care activities such as exercise, meditation, or hobbies to manage stress and maintain work-life ba...
Git fetch retrieves updates from a remote repository, while git pull fetches and merges them into the current branch.
git fetch updates the local repository with changes from the remote but does not merge them.
Example: 'git fetch origin' fetches changes from the 'origin' remote.
git pull combines 'git fetch' and 'git merge', updating the local branch with remote changes.
Example: 'git pull origin main' fetches and merges ...
Horizontal Pod Autoscaler (HPA) automatically adjusts the number of pods in a deployment based on CPU utilization or other metrics.
HPA monitors metrics like CPU and memory usage to determine scaling needs.
It uses the Kubernetes Metrics Server to gather resource usage data.
For example, if CPU usage exceeds a defined threshold, HPA can increase the number of pods.
HPA can also scale down pods when resource usage is low, e...
Terraform checks resources using the 'terraform plan' command to preview changes and 'terraform state' for current resource status.
Use 'terraform plan' to see what changes will be made before applying them.
Run 'terraform apply' to implement the changes after reviewing the plan.
Check the current state of resources with 'terraform state list' to view managed resources.
Use 'terraform show' to display detailed information ...
Docker's EXPOSE and -p options define container ports for communication and mapping to host ports.
EXPOSE command in Dockerfile specifies which ports the container listens on at runtime.
Example: EXPOSE 80 exposes port 80 for HTTP traffic.
-p option in 'docker run' maps a container's port to a host port.
Example: 'docker run -p 8080:80 myapp' maps host port 8080 to container port 80.
Using EXPOSE alone does not publish the ...
I applied via Campus Placement and was interviewed in Oct 2024. There were 3 interview rounds.
An aptitude test was conducted prior to being selected for Interviews
In the next 5 years, I aim to grow as an Audit Associate, enhance my skills, and contribute to impactful audit projects.
Achieve CPA certification to deepen my understanding of accounting principles and enhance my credibility in the field.
Gain experience in various audit sectors, such as financial services and healthcare, to broaden my expertise.
Take on leadership roles in audit projects, mentoring junior associates and...
I possess strong analytical, communication, and problem-solving skills, essential for effective business consulting.
Analytical Skills: I excel in data analysis, using tools like Excel and Tableau to derive insights from complex datasets.
Communication: I have experience presenting findings to stakeholders, ensuring clarity and engagement during discussions.
Problem-Solving: I successfully led a project that streamlined o...
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The duration of Ernst & Young interview process can vary, but typically it takes about less than 2 weeks to complete.
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Navi Mumbai,
Ahmedabad
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5-10 Yrs
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+11-4 Yrs
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