Data Science Platform Market

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Question ^*

What are your biggest challenges when using existing data science tools/platforms?

1. Scalability

2. Collaboration

3. Reproducibility

4. Cost

5. Security

6. Ease of Use

7. None of the above

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Question ^*

Which capabilities are most important to you in a Data Science Platform?

1. Automated Machine Learning (AutoML)

2. Experiment Tracking

3. Version Control

4. Real-time Model Monitoring

5. Integrated Data Visualization

6. Access to Diverse Datasets

7. Secure Collaboration

8. Scalable Compute Resources

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Question ^*

What best describes your primary role in data science projects?

1. Data Scientist/Analyst

2. Machine Learning Engineer

3. Data Engineer

4. Business Analyst

5. Other (Please specify)

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Question ^*

Which of the following tasks consumes the most time in your data science workflow?

1. Data Preparation/Cleaning

2. Model Building/Training

3. Model Deployment/Monitoring

4. Collaboration/Sharing

5. Infrastructure Management

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