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I applied via Naukri.com and was interviewed in Feb 2024. There was 1 interview round.
Decision tree is a single tree model while random forest is an ensemble of multiple decision trees.
Decision tree is a single tree model that makes decisions based on splitting data into branches at each node.
Random forest is an ensemble of multiple decision trees that make predictions by averaging the results of individual trees.
Decision tree tends to overfit the training data while random forest reduces overfitting by...
Assessment for coding round
I am a data analyst with a strong background in statistics and data visualization.
Experienced in analyzing large datasets to extract valuable insights
Proficient in statistical analysis and data visualization tools such as Python, R, and Tableau
Strong problem-solving skills and attention to detail
Excellent communication skills to present findings to stakeholders
My city is a vibrant and diverse urban center with a rich history and cultural heritage.
Located in the northeastern region of the country
Known for its historic landmarks such as the Old Town Square and Cathedral
Home to a thriving arts and music scene
Diverse population with a mix of different ethnicities and cultures
I am a data analyst with a strong background in statistics and data visualization.
Experienced in analyzing large datasets to extract valuable insights
Proficient in using statistical tools such as R and Python
Skilled in creating interactive dashboards using Tableau
Strong communication skills to present findings to stakeholders
I have 3 years of experience as a Data Analyst in a tech company.
Analyzed large datasets to extract valuable insights
Created visualizations and reports to communicate findings
Collaborated with cross-functional teams to drive data-driven decision making
What people are saying about Ford Motor
I applied via LinkedIn and was interviewed in May 2021. There were 4 interview rounds.
I applied via Approached by Company and was interviewed before Dec 2021. There were 4 interview rounds.
Aptitude and coding test after resume shortlist.
1hour coding test after aptitude test
I applied via Company Website and was interviewed before Mar 2023. There were 2 interview rounds.
About Data in SQL , syntax
The test was psychometric and aptitude. Interview was easy.
Generative AI is a powerful technology that can create new content based on existing data.
Generative AI uses neural networks to generate new content such as images, text, and music.
It has applications in various fields like art, music composition, and even creating realistic deepfake videos.
Examples include OpenAI's GPT-3 for text generation and DeepDream for image generation.
posted on 6 May 2024
PYTHON,SQL,STATS,ML,DL
I applied via Recruitment Consultant and was interviewed in Jul 2021. There was 1 interview round.
I have used various algorithms such as linear regression, decision trees, and neural networks to analyze data and make predictions.
Used linear regression to predict housing prices based on various features
Implemented decision trees to classify customer behavior and recommend products
Utilized neural networks for image recognition tasks
Challenges included dealing with missing data and overfitting
Outcome was improved accu...
The algorithm was chosen based on its ability to handle large datasets and its accuracy in predicting outcomes.
The algorithm was selected after evaluating its performance on similar datasets.
It was chosen for its ability to handle high-dimensional data and its scalability.
The algorithm was compared to other models and found to have the highest accuracy in predicting outcomes.
The choice of algorithm also depends on the ...
based on 1 interview experience
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