Question
stringlengths 12
180
| Target Domain
stringclasses 4
values | Predicted Domain
stringclasses 8
values | Correct
bool 2
classes |
|---|---|---|---|
What are the advantages of machine learning for Accenture?
|
Machine Learning
|
Machine Learning
| true
|
What is the difference between the three techniques used in machine learning?
|
Machine Learning
|
Machine Learning
| true
|
How can you use data mining to improve your machine learning skill?
|
Machine Learning
|
Data Analytics
| false
|
How would you go about identifying the best fit machine learning algorithms for a project?
|
Machine Learning
|
Machine Learning
| true
|
How would you describe your role at Accenture?
|
Machine Learning
|
Data Engineer
| false
|
Explain the difference between a supervised learning model and a deep learning model.?
|
Machine Learning
|
Machine Learning
| true
|
Can you explain how you would handle a problem that is more complex than the average?
|
Machine Learning
|
Data Analytics
| false
|
How do you evaluate a machine learning model?
|
Machine Learning
|
Data Science
| false
|
What is the significance of the C-Nearest Neighbor Model?
|
Machine Learning
|
Machine Learning
| true
|
What are the different approaches to solve the problem of predicting the likelihood of a given event?
|
Machine Learning
|
Data Analytics
| false
|
What are your favorite features of the Amazon Fire TV?
|
Machine Learning
|
Data Analytics
| false
|
What are the basic assumptions of machine learning?
|
Machine Learning
|
Machine Learning
| true
|
What are the different types of data analysis skills?
|
Machine Learning
|
Data Analytics
| false
|
What is the difference between machine learning and machine learning algorithms?
|
Machine Learning
|
Machine Learning
| true
|
What is the difference between a classifier and a classification?
|
Machine Learning
|
Machine Learning
| true
|
How do you manage the team?
|
Machine Learning
|
Data Analytics
| false
|
What is the difference between supervised learning and natural selection?
|
Machine Learning
|
Machine Learning
| true
|
What are some of the different types of machine learning algorithms?
|
Machine Learning
|
Machine Learning
| true
|
What are the most common errors in machine learning?
|
Machine Learning
|
Machine Learning
| true
|
Explain how you would find out if a candidate was not a fit for the job.?
|
Machine Learning
|
Data Analytics
| false
|
Explain how you would handle an unpredictability problem.?
|
Machine Learning
|
Data Science
| false
|
What is the best way to solve a problem in machine learning?
|
Machine Learning
|
Machine Learning
| true
|
What are some of the challenges of working with a machine learning system?
|
Machine Learning
|
Machine Learning
| true
|
What are the different types of machine learning algorithms?
|
Machine Learning
|
Machine Learning
| true
|
Can you describe a time when you had to make a decision about a specific issue?
|
Machine Learning
|
Data Analytics
| false
|
What are some common machine learning algorithms?
|
Machine Learning
|
Machine Learning
| true
|
How would you design and implement a machine learning model for a machine learning platform?
|
Machine Learning
|
Machine Learning
| true
|
What is the difference between a self-supervised model and a neural network?
|
Machine Learning
|
Machine Learning
| true
|
How would you handle a problem that you are unable to solve?
|
Machine Learning
|
Data Analytics
| false
|
What is your role at Accenture?
|
Machine Learning
|
Data Engineer
| false
|
What is the difference between supervised and unsupervised learning?
|
Machine Learning
|
Data Science
| false
|
What are the best ways to understand machine learning in the context of a data science project?
|
Machine Learning
|
Data Science
| false
|
What is the process for identifying data from the dataset?
|
Machine Learning
|
Data Science
| false
|
What is your experience with Machine Learning and Machine Learning architectures?
|
Machine Learning
|
Data Engineer
| false
|
What is the difference between supervised and unsupervised learning?
|
Machine Learning
|
Data Science
| false
|
What is the difference between an array and a vector?
|
Machine Learning
|
Python
| false
|
What are the different types of training methods for machine learning?
|
Machine Learning
|
Machine Learning
| true
|
What is your experience in a supervisory role?
|
Machine Learning
|
Data Analytics
| false
|
What is the difference between supervised and unsupervised learning?
|
Machine Learning
|
Data Science
| false
|
Explain the difference between an edge-case and a face-based machine learning model.?
|
Machine Learning
|
Machine Learning
| true
|
What are the different types of machine learning algorithms used at Accenture?
|
Machine Learning
|
Data Analytics
| false
|
What is the difference between machine learning and deep learning?
|
Machine Learning
|
Machine Learning
| true
|
What are your strengths and weaknesses?
|
Machine Learning
|
Data Analytics
| false
|
Explain how machine learning is used in your company and its applications.?
|
Machine Learning
|
Data Science
| false
|
How would you approach a machine learning problem?
|
Machine Learning
|
Machine Learning
| true
|
What is the difference between machine learning and natural language processing?
|
Machine Learning
|
Machine Learning
| true
|
What is the difference between a cluster and a nested cluster?
|
Machine Learning
|
Machine Learning
| true
|
How do you know what machine learning is?
|
Machine Learning
|
Machine Learning
| true
|
What is a Machine Learning Model?
|
Machine Learning
|
Machine Learning
| true
|
Can you explain what the k-means and k-means metrics are?
|
Machine Learning
|
Data Science
| false
|
How would you approach a problem like this?
|
Machine Learning
|
Data Science
| false
|
What is the significance of a 'Y' in Machine Learning?
|
Machine Learning
|
Machine Learning
| true
|
What are the four elements of a machine learning model?
|
Machine Learning
|
Machine Learning
| true
|
What is the difference between supervised and unsupervised learning?
|
Machine Learning
|
Data Science
| false
|
How would you handle a problem that has multiple variables?
|
Machine Learning
|
Data Analytics
| false
|
What are the characteristics of a good data scientist?
|
Machine Learning
|
Data Science
| false
|
Explain the basic structure of an SVM.?
|
Machine Learning
|
Machine Learning
| true
|
What are the different types of machine learning algorithms?
|
Machine Learning
|
Machine Learning
| true
|
What are the different types of machine learning models used in Accenture?
|
Machine Learning
|
Machine Learning
| true
|
What is the difference between machine learning and artificial intelligence?
|
Machine Learning
|
Machine Learning
| true
|
How would you handle a potential error or a non-zero result?
|
Machine Learning
|
Data Science
| false
|
What is the purpose of the machine learning algorithm used in Accenture's projects?
|
Machine Learning
|
Machine Learning
| true
|
How would you handle an unusually complex problem?
|
Machine Learning
|
Data Analytics
| false
|
Can you describe a time when you have worked with a team that you've been impressed with?
|
Machine Learning
|
Data Science
| false
|
What is a machine learning model?
|
Machine Learning
|
Machine Learning
| true
|
What is the difference between a training and test set?
|
Machine Learning
|
Machine Learning
| true
|
What are the factors that can be used to improve machine learning?
|
Machine Learning
|
Machine Learning
| true
|
What is the importance of a machine learning algorithm?
|
Machine Learning
|
Machine Learning
| true
|
What is the difference between a random sample and a supervised sample?
|
Machine Learning
|
Data Science
| false
|
What is a machine learning model?
|
Machine Learning
|
Machine Learning
| true
|
What are the common functions used in hma and how do they work?
|
Machine Learning
|
Data Analytics
| false
|
What is the average number of years that you have worked at Accenture?
|
Machine Learning
|
Data Analytics
| false
|
Explain the different methods used to perform classification and regression.?
|
Machine Learning
|
Machine Learning
| true
|
How do you deal with complexity in machine learning?
|
Machine Learning
|
Machine Learning
| true
|
What are some of the challenges and solutions you have come up with in your experience?
|
Machine Learning
|
Data Science
| false
|
What is a machine learning algorithm?
|
Machine Learning
|
Machine Learning
| true
|
What is a C++ coder and what are the criteria that a C++ coder must satisfy to be considered a C++ programmer?
|
Machine Learning
|
Data Analytics
| false
|
What are the different types of machine learning techniques?
|
Machine Learning
|
Machine Learning
| true
|
Can you describe your role in Accenture?
|
Machine Learning
|
Data Engineer
| false
|
Explain the difference between a neural network and a machine learning algorithm.?
|
Machine Learning
|
Machine Learning
| true
|
What are the benefits of using a deep learning pipeline?
|
Machine Learning
|
Machine Learning
| true
|
Explain the different methods of machine learning in Accenture and explain the importance of machine learning in their business processes.?
|
Machine Learning
|
Data Analytics
| false
|
What are the basic assumptions of machine learning?
|
Machine Learning
|
Machine Learning
| true
|
What do you know about machine learning?
|
Machine Learning
|
Machine Learning
| true
|
What are the best practices for training machine learning models?
|
Machine Learning
|
Machine Learning
| true
|
Can you describe the different stages of machine learning?
|
Machine Learning
|
Machine Learning
| true
|
What is a Regression model?
|
Machine Learning
|
Data Science
| false
|
How do you prioritize the different tasks you'll need to complete?
|
Machine Learning
|
Data Science
| false
|
What is the difference between a machine learning model and a model-based system?
|
Machine Learning
|
Machine Learning
| true
|
What are the most common tasks you are able to do?
|
Machine Learning
|
Data Analytics
| false
|
What is the difference between supervised and unsupervised learning?
|
Machine Learning
|
Data Science
| false
|
What is the difference between ANOVA and ANC?
|
Machine Learning
|
Data Analytics
| false
|
What is the difference between averaging and minimizing?
|
Machine Learning
|
Data Analytics
| false
|
What do you think of the current state of machine learning in Accenture's product portfolio?
|
Machine Learning
|
Data Analytics
| false
|
What are the criteria used in machine learning?
|
Machine Learning
|
Machine Learning
| true
|
What are some examples of machine learning processes?
|
Machine Learning
|
Machine Learning
| true
|
What is the difference between a supervised model and a self-learning model?
|
Machine Learning
|
Machine Learning
| true
|
What is the difference between supervised and unsupervised machine learning?
|
Machine Learning
|
Machine Learning
| true
|
What is a machine learning model?
|
Machine Learning
|
Machine Learning
| true
|
What are the different algorithms used in machine learning?
|
Machine Learning
|
Machine Learning
| true
|
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