AI Development Science Assessment Form
Evaluate your knowledge and perspectives on AI development science. Please answer all questions honestly and thoroughly.
Full Name
*
First Name
Last Name
Email Address
*
example@example.com
What is your current role in AI development?
*
Student/Researcher
AI Engineer/Developer
Data Scientist/Analyst
Academic Faculty
Other
How many years of experience do you have in AI development or related fields?
*
Please Select
Less than 1 year
1-2 years
3-5 years
6-10 years
More than 10 years
Rate your proficiency in the following AI concepts:
*
Rows
Beginner
Intermediate
Advanced
Machine Learning
1
2
3
Deep Learning
4
5
6
Natural Language Processing
7
8
9
Computer Vision
10
11
12
Reinforcement Learning
13
14
15
Which AI frameworks or libraries do you regularly use? (Select all that apply)
*
TensorFlow
PyTorch
Keras
Scikit-learn
OpenCV
Other
Please rate your familiarity with the following AI development tools:
*
Rows
Not Familiar
Somewhat Familiar
Very Familiar
Jupyter Notebook
16
17
18
Google Colab
19
20
21
Azure ML Studio
22
23
24
AWS SageMaker
25
26
27
MATLAB
28
29
30
How confident are you in applying AI models to solve real-world problems?
*
Not confident
1
2
3
4
Very confident
5
1 is Not confident, 5 is Very confident
Scenario: You are tasked with developing an AI model for image classification. Briefly outline your approach, including data preparation, model selection, and evaluation methods.
*
What do you consider the biggest challenge in AI development today?
Please provide any additional comments or feedback regarding this assessment.
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