Machine Learning Expertise Assessment
Please complete this form to help us evaluate your experience and proficiency in machine learning concepts, tools, and techniques.
Full Name
*
First Name
Last Name
Email Address
*
example@example.com
How many years of experience do you have in machine learning?
*
Please rate your proficiency in the following machine learning areas:
*
Rows
Beginner
Intermediate
Advanced
Expert
Supervised Learning
1
2
3
4
Unsupervised Learning
5
6
7
8
Deep Learning
9
10
11
12
Natural Language Processing
13
14
15
16
Computer Vision
17
18
19
20
Model Evaluation & Tuning
21
22
23
24
Which programming languages do you use for machine learning? (Select all that apply)
*
Python
R
Java
C++
MATLAB
Other
Which machine learning frameworks or libraries are you most familiar with? (Select all that apply)
*
scikit-learn
TensorFlow
PyTorch
Keras
XGBoost
Other
Which of the following best describes your primary application area for machine learning?
*
Academic Research
Business/Industry
Personal Projects
Other
How confident are you in explaining the following concepts to others?
*
Rows
Not Confident
Somewhat Confident
Confident
Very Confident
Overfitting & Underfitting
25
26
27
28
Cross-validation
29
30
31
32
Feature Engineering
33
34
35
36
Hyperparameter Tuning
37
38
39
40
Bias-Variance Tradeoff
41
42
43
44
Please provide a brief description of a machine learning project you have worked on.
Select the machine learning algorithms you have implemented (select all that apply):
*
Linear Regression
Decision Trees
Random Forests
Support Vector Machines
Neural Networks
Clustering (e.g., K-Means)
Other
Overall, how would you rate your machine learning expertise?
*
1
2
3
4
5
Additional comments or areas you wish to improve:
Submit Assessment
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