How would you create a taxonomy to identify key customer trends in unstructured data?
- 1 Answers
- 488 Views
- I also Faced
- E-Mail Answers
Answer / Arnima Sharma
To create a taxonomy, you can use techniques like Named Entity Recognition (NER), Text Classification, and Topic Modeling. You would first preprocess the data, then train models on a sample of labeled data, and finally apply these models to the entire dataset.
| Is This Answer Correct ? | 0 Yes | 0 No |
Can you explain collaborative filtering?
What is the science of data in simple words?
What is data science? Also, list the differences between supervised and unsupervised learning.
How will you find the second largest element in a Binary Search tree ?
How do you treat multicollinearity and heteroscedasticity in regression?
Explain interpolation and extrapolation?
What exactly does a data scientist do?
How can I become a data scientist?
Explain about the various time series forecasting technqiues.
Estimate the probability of a disease in a particular city given that the probability of the disease on a national level is low.
What is the difference between Stack and Queue
Give some situations where you will use an SVM over a RandomForest Machine Learning algorithm and vice-versa?
-
AI Algorithms (74) - AI Natural Language Processing (96)
- AI Knowledge Representation Reasoning (12)
- AI Robotics (183)
- AI Computer Vision (13)
- AI Neural Networks (66)
- AI Fuzzy Logic (31)
- AI Games (8)
- AI Languages (141)
- AI Tools (11)
- AI Machine Learning (659)
- Data Science (671)
- Data Mining (120)
- AI Deep Learning (111)
- Generative AI (153)
- AI Frameworks Libraries (197)
- AI Ethics Safety (100)
- AI Applications (427)
- AI General (197)
- AI AllOther (6)
