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I applied via Campus Placement and was interviewed in Jul 2024. There were 2 interview rounds.
The aptitude round required only a passing score, and included basic logical reasoning, verbal ability, and data visualization questions.
LDA stands for Latent Dirichlet Allocation, a topic modeling technique used in natural language processing.
LDA is a generative statistical model that allows sets of observations to be explained by unobserved groups that explain why some parts of the data are similar.
It is commonly used in text mining to extract topics from a collection of documents.
LDA assumes that each document is a mixture of a small number of topics...
To implement a machine learning algorithm based on a case study, choose an algorithm based on the type of data and problem to be solved.
Understand the problem statement and the type of data available.
Preprocess the data by handling missing values, encoding categorical variables, and scaling features.
Split the data into training and testing sets.
Choose an appropriate algorithm based on the problem type (classification, ...
I applied via Company Website and was interviewed in Feb 2024. There was 1 interview round.
Top trending discussions
I applied via Newspaper Ad and was interviewed before Jun 2021. There were 2 interview rounds.
I applied via Campus Placement and was interviewed in Nov 2020. There were 3 interview rounds.
I was interviewed in Mar 2017.
I am a certified scuba diver and have explored coral reefs in multiple countries.
Certified scuba diver
Explored coral reefs in multiple countries
Passionate about marine life and conservation
I want to join the company because of its innovative projects and strong company culture.
I am impressed by the company's track record of successful projects.
I believe the company's values align with my own professional goals.
I am excited about the opportunity to work with a talented team of professionals.
I see great potential for growth and development within the company.
I am a dedicated and hardworking individual with relevant skills and experience.
I have a strong work ethic and am committed to delivering high-quality results.
I have relevant experience and skills that align with the requirements of the position.
I am a quick learner and adaptable to new environments.
I am passionate about the industry and eager to contribute to the team.
I would like to work in a marketing and communications profile.
Experience in creating marketing campaigns
Strong communication skills
Ability to analyze market trends and consumer behavior
Proficiency in social media and digital marketing
Collaboration with cross-functional teams
I applied via Referral and was interviewed in Jun 2021. There were 3 interview rounds.
I applied via Campus Placement and was interviewed before Feb 2021. There were 2 interview rounds.
Quant, verbal, lrdi
I applied via Referral and was interviewed in May 2021. There was 1 interview round.
Some of the top questions asked at the Siemens Data Science Intern interview -
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