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Bagging and boosting are ensemble learning techniques used to improve the performance of machine learning models by combining multiple weak learners.
Bagging (Bootstrap Aggregating) involves training multiple models independently on different subsets of the training data and then combining their predictions through averaging or voting.
Boosting involves training multiple models sequentially, where each subsequent mo...
AML stands for Anti-Money Laundering and refers to the laws and regulations designed to prevent criminals from disguising illegally obtained funds as legitimate income.
AML regulations require financial institutions to verify the identity of their customers and report suspicious transactions.
AML compliance involves implementing policies, procedures, and controls to detect and prevent money laundering activities.
Exa...
There are several tools available for content authoring, depending on the type of content and the level of expertise.
For beginners, tools like Grammarly and Hemingway can help with grammar and readability.
For more advanced users, Adobe Creative Suite and Microsoft Office are popular options.
Content management systems like WordPress and Drupal are also useful for creating and managing content.
Collaboration tools li...
Business impacts are caused by various factors such as market trends, competition, economic conditions, and internal decisions.
Market trends can impact business by changing consumer preferences and demand for products/services.
Competition can impact business by offering similar products/services at lower prices or with better features.
Economic conditions such as inflation, interest rates, and unemployment can impa...
What people are saying about TCS
The impacts of a decision, action, or event can have wide-ranging effects on various aspects of a business or organization.
Financial impact - decisions can affect revenue, expenses, and profitability
Operational impact - changes can impact efficiency, productivity, and workflow
Employee impact - decisions can affect morale, motivation, and retention
Customer impact - changes can affect satisfaction, loyalty, and rete...
I applied via Naukri.com and was interviewed in Oct 2024. There was 1 interview round.
The impacts of a decision, action, or event can have wide-ranging effects on various aspects of a business or organization.
Financial impact - decisions can affect revenue, expenses, and profitability
Operational impact - changes can impact efficiency, productivity, and workflow
Employee impact - decisions can affect morale, motivation, and retention
Customer impact - changes can affect satisfaction, loyalty, and retention
Business impacts are caused by various factors such as market trends, competition, economic conditions, and internal decisions.
Market trends can impact business by changing consumer preferences and demand for products/services.
Competition can impact business by offering similar products/services at lower prices or with better features.
Economic conditions such as inflation, interest rates, and unemployment can impact bu...
Logical test, quant aptitude, forecasting, test scenarios
I appeared for an interview before Jun 2024, where I was asked the following questions.
I prefer coffee for its rich flavor and energizing effects, but I enjoy tea for its calming qualities and variety of flavors.
Coffee provides a quick energy boost, making it ideal for busy mornings.
Tea offers a wide range of flavors, from herbal to black, catering to different moods.
I appreciate the social aspect of sharing a cup of tea with friends.
Coffee can be enjoyed in various forms, like espresso or cold brew, add...
I applied via Approached by Company and was interviewed in Oct 2023. There was 1 interview round.
Bagging and boosting are ensemble learning techniques used to improve the performance of machine learning models by combining multiple weak learners.
Bagging (Bootstrap Aggregating) involves training multiple models independently on different subsets of the training data and then combining their predictions through averaging or voting.
Boosting involves training multiple models sequentially, where each subsequent model c...
I applied via Referral and was interviewed in Nov 2022. There were 2 interview rounds.
I will make changes by implementing new strategies, improving team communication, and enhancing customer experience.
Implement new strategies to increase productivity and efficiency
Improve team communication through regular meetings and open-door policy
Enhance customer experience by providing personalized service and resolving issues promptly
I appeared for an interview before May 2024, where I was asked the following questions.
I have extensive experience in management, leading teams, and driving projects to successful completion in various industries.
Team Leadership: Managed a team of 10 in a retail environment, improving sales by 20% through effective training and motivation.
Project Management: Led a project to implement a new inventory system, resulting in a 30% reduction in stock discrepancies.
Customer Relations: Developed a customer feed...
In my previous organization, I successfully led projects that improved efficiency and team performance, achieving significant results.
Increased Team Productivity: Implemented a new project management tool that improved team collaboration, resulting in a 20% increase in project delivery speed.
Cost Reduction: Identified and eliminated redundant processes, saving the organization approximately $50,000 annually.
Employee Tr...
I appeared for an interview before Feb 2024.
The duration of TCS Assistant Manager interview process can vary, but typically it takes about 2-4 weeks to complete.
based on 44 interview experiences
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