MiQ Digital Data Science Manager Interview Questions and Answers

Q1. Hyper parameter tuning
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Q1. Why join epsilon?
Ans. 
Epsilon offers cutting-edge technology, diverse projects, and a collaborative work environment.
• Epsilon provides opportunities to work with advanced technology and tools in data science.

• The company offers a wide range of projects across various industries, allowing for diverse and challenging work.

• Epsilon fosters a collaborative work environment, encouraging teamwork and knowledge sharing among data scientists.

• The compa...read more
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Q1. Projects and technical background
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Q1. Basic Accounting principles
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Q1. IND AS 116, IND AS 115, IND AS 110 Financial Ratios, Profitability Ratios
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It is easy to solve and understand.

Simple to solve and easy to calculate

Q1. Can you tell me about yourself? What are your hobbies? What is digital marketing?
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Q2. Ask me any questions
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Q1. What is CTR in digital media marketing
Ans. 
CTR stands for Click-Through Rate in digital media marketing.
• CTR is a metric used to measure the success of an online advertising campaign.

• It is calculated by dividing the number of clicks on an ad by the number of times the ad was shown (impressions) and multiplying by 100.

• For example, if an ad received 100 clicks and 10,000 impressions, the CTR would be 1%.

• A higher CTR indicates that the ad is resonating well with th
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Q2. What is quality score and how would you improve it.
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Quality score is a metric used to evaluate the quality of something, often used in advertising to measure the relevance and performance of ads.
• Quality score is typically used in online advertising platforms like Google Ads to measure the relevance and performance of ads.

• It is based on factors such as click-through rate, ad relevance, and landing page experience.

• Improving quality score involves optimizing ad content, ta...read more
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Q3. If I am going to visit london then which keywords will I type in Google
Ans. 
Keywords to type in Google for visiting London
• London attractions

• London hotels

• London restaurants

• London weather
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Case study was given

Q1. What you know about company
Ans. 
Company XYZ is a leading technology firm specializing in data analytics and consulting services.
• Founded in 2005 by John Smith

• Headquartered in San Francisco, CA

• Provides services to Fortune 500 companies such as Google and Amazon

• Known for innovative solutions in predictive analytics and machine learning
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Q2. What is SEM
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SEM stands for Search Engine Marketing, which is a form of online marketing that involves promoting websites by increasing their visibility in search engine results pages.
• SEM involves using paid advertising to increase a website's visibility in search engine results pages

• Common SEM tactics include pay-per-click (PPC) advertising and search engine optimization (SEO)

• Examples of SEM platforms include Google Ads, Bing Ads,
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Q3. What is ROI and how you define it
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ROI stands for Return on Investment, a financial metric used to evaluate the profitability of an investment.
• ROI is calculated by dividing the net profit of an investment by the initial cost of the investment and expressing it as a percentage.

• It helps in determining the efficiency and profitability of an investment.

• For example, if you invest $100 in a project and earn $120 in return, the ROI would be 20% ($20 profit div
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Q4. What are paid ads
Ans. 
Paid ads are online advertisements that businesses pay for to promote their products or services.
• Paid ads appear on search engines, social media platforms, websites, and apps.

• Businesses bid on keywords or target specific demographics to reach their desired audience.

• Examples include Google Ads, Facebook Ads, and sponsored content on Instagram.
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Q1. EXPLAINATION of DSP and SSP
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DSP stands for Demand-Side Platform and SSP stands for Supply-Side Platform in the context of programmatic advertising.
• DSP is a platform used by advertisers to purchase ad inventory in real-time auctions.

• SSP is a platform used by publishers to sell their ad inventory to advertisers.

• DSPs and SSPs work together in programmatic advertising to automate the buying and selling of ad space.

• DSPs use data and algorithms to targ...read more
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