Possible Challenges for a Data Science Escape Room
$begingroup$
Dear Data Science Community,
as my project for my bachelorthesis I am working on a concept for a physical Data Science Escape Room. The goal of the escape room is to create awareness for data science / the importance of data in general and motivate "escapees" to learn more about data science.
The escape room is going to be a physical room, that needs to be escaped by completing different challenges related to data science. The target group are people who are already working with data in form of reports or similar, but have no or little to none background in data science.
Possible challenges for this escape room could use simple machine learning algorithms that need to be trained, or easy statistical concepts. Players could also need to curate data, which then needs to be integrated to be usable afterwards.
I am looking for ideas or further input for possible challenges for this escape room, and was hoping to have some data science experts give creative input!
Thank you!
machine-learning statistics visualization data-cleaning data-analysis
asked yesterday
Yannick RuettgersYannick Ruettgers
61
New contributor
Yannick Ruettgers is a new contributor to this site. Take care in asking for clarification, commenting, and answering.
Check out our Code of Conduct.
$endgroup$
add a comment |
$begingroup$
Dear Data Science Community,
as my project for my bachelorthesis I am working on a concept for a physical Data Science Escape Room. The goal of the escape room is to create awareness for data science / the importance of data in general and motivate "escapees" to learn more about data science.
The escape room is going to be a physical room, that needs to be escaped by completing different challenges related to data science. The target group are people who are already working with data in form of reports or similar, but have no or little to none background in data science.
Possible challenges for this escape room could use simple machine learning algorithms that need to be trained, or easy statistical concepts. Players could also need to curate data, which then needs to be integrated to be usable afterwards.
I am looking for ideas or further input for possible challenges for this escape room, and was hoping to have some data science experts give creative input!
Thank you!
machine-learning statistics visualization data-cleaning data-analysis
asked yesterday
Yannick RuettgersYannick Ruettgers
61
New contributor
Yannick Ruettgers is a new contributor to this site. Take care in asking for clarification, commenting, and answering.
Check out our Code of Conduct.
$endgroup$
add a comment |
$begingroup$
Dear Data Science Community,
as my project for my bachelorthesis I am working on a concept for a physical Data Science Escape Room. The goal of the escape room is to create awareness for data science / the importance of data in general and motivate "escapees" to learn more about data science.
The escape room is going to be a physical room, that needs to be escaped by completing different challenges related to data science. The target group are people who are already working with data in form of reports or similar, but have no or little to none background in data science.
Possible challenges for this escape room could use simple machine learning algorithms that need to be trained, or easy statistical concepts. Players could also need to curate data, which then needs to be integrated to be usable afterwards.
I am looking for ideas or further input for possible challenges for this escape room, and was hoping to have some data science experts give creative input!
Thank you!
machine-learning statistics visualization data-cleaning data-analysis
asked yesterday
Yannick RuettgersYannick Ruettgers
61
New contributor
Yannick Ruettgers is a new contributor to this site. Take care in asking for clarification, commenting, and answering.
Check out our Code of Conduct.
$endgroup$
Dear Data Science Community,
as my project for my bachelorthesis I am working on a concept for a physical Data Science Escape Room. The goal of the escape room is to create awareness for data science / the importance of data in general and motivate "escapees" to learn more about data science.
The escape room is going to be a physical room, that needs to be escaped by completing different challenges related to data science. The target group are people who are already working with data in form of reports or similar, but have no or little to none background in data science.
Possible challenges for this escape room could use simple machine learning algorithms that need to be trained, or easy statistical concepts. Players could also need to curate data, which then needs to be integrated to be usable afterwards.
I am looking for ideas or further input for possible challenges for this escape room, and was hoping to have some data science experts give creative input!
Thank you!
machine-learning statistics visualization data-cleaning data-analysis
machine-learning statistics visualization data-cleaning data-analysis
asked yesterday
Yannick RuettgersYannick Ruettgers
61
New contributor
Yannick Ruettgers is a new contributor to this site. Take care in asking for clarification, commenting, and answering.
Check out our Code of Conduct.
asked yesterday
Yannick RuettgersYannick Ruettgers
61
New contributor
Yannick Ruettgers is a new contributor to this site. Take care in asking for clarification, commenting, and answering.
Check out our Code of Conduct.
asked yesterday
Yannick RuettgersYannick Ruettgers
61
New contributor
Yannick Ruettgers is a new contributor to this site. Take care in asking for clarification, commenting, and answering.
Check out our Code of Conduct.
asked yesterday
Yannick RuettgersYannick Ruettgers
61
asked yesterday
Yannick RuettgersYannick Ruettgers
61
61
New contributor
Yannick Ruettgers is a new contributor to this site. Take care in asking for clarification, commenting, and answering.
Check out our Code of Conduct.
New contributor
Yannick Ruettgers is a new contributor to this site. Take care in asking for clarification, commenting, and answering.
Check out our Code of Conduct.
Yannick Ruettgers is a new contributor to this site. Take care in asking for clarification, commenting, and answering.
Check out our Code of Conduct.
add a comment |
add a comment |
2 Answers
2
active
oldest
votes
$begingroup$
Fun! Cool idea, but it seems like a big undertaking. Anyways, here is my suggestion:
Summary
A manual fit of a 2D logistic regression which only becomes solvable once some previous step is completed.
Explaination
I imagine being greeted by a screen looking something like this:
The two boxes are inputs where the escapees can input numbers. If they try inputting at random it will be possible to figure out that the numbers represent $B_0$ and $B_1$ in: $$Y = B_0 + B_1 X1$$
This will still leave them confused since they will only see something like this:
However, when some other challenge in the room is finished the real challenge is revealed by colorizing the dots.
Then they just need to find the proper intercept and coefficient to finish challenge.
I think this would work quite well if there are enough samples so that you won't be able to hack it by trying values before they know the colors. If the challenge is too easy you could make them fit polynomials instead.
answered yesterday
Simon LarssonSimon Larsson
780114
$endgroup$
$begingroup$
Thanks alot, I really like your idea. I love how tangible it is, and that its kind of a two step progress!
$endgroup$
– Yannick Ruettgers
17 hours ago
$begingroup$
Glad you liked it! If you ever implement it I would love it if you would drop a comment here and let me know. :)
$endgroup$
– Simon Larsson
17 hours ago
add a comment |
$begingroup$
Suggestion 1: Humans vs Machines
You could try showing the power of Data Science by having they compete with machines in tasks related to their field or with day-to-day life (for example classifying images from image-net).
Suggestion 2: A Human Brain of Humans
You could also separate then into groups (layers) and suppose every person is a neuron into a neural network. They are supposed to guess the input label without ever seen the entire input. (I am using Mind Field Episode The Stilwell Brain as inspiration)
answered yesterday
Pedro Henrique MonfortePedro Henrique Monforte
402112
$endgroup$
$begingroup$
I like your ideas as well. Suggestion 1: Im afraid that it could scare them more of machines taking their jobs than making them interested in the topic. But I think I can work something out there. Sugg. 2: Thats a good Idea, is it worth to try youtube premium to watch the episode?
$endgroup$
– Yannick Ruettgers
17 hours ago
$begingroup$
I watched the whole series with my YouTube Premium Free trial and I say to you: Mind Field is worth every second hahah
$endgroup$
– Pedro Henrique Monforte
15 hours ago
$begingroup$
You should make tem compete with ANI and show them there is no AGI. That actually AI is helpful but dependent on us. Then, after que competition you can make then colaborate and show how tasks that we usually find boring can be lifted by AI and enable us to do the fun, human and creative part of our jobs .
$endgroup$
– Pedro Henrique Monforte
15 hours ago
$begingroup$
Okay, ill give it a go! :) Thats a good idea, thanks!
$endgroup$
– Yannick Ruettgers
13 hours ago
add a comment |
Your Answer
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2 Answers
2
active
oldest
votes
2 Answers
2
active
oldest
votes
active
oldest
votes
active
oldest
votes
$begingroup$
Fun! Cool idea, but it seems like a big undertaking. Anyways, here is my suggestion:
Summary
A manual fit of a 2D logistic regression which only becomes solvable once some previous step is completed.
Explaination
I imagine being greeted by a screen looking something like this:
The two boxes are inputs where the escapees can input numbers. If they try inputting at random it will be possible to figure out that the numbers represent $B_0$ and $B_1$ in: $$Y = B_0 + B_1 X1$$
This will still leave them confused since they will only see something like this:
However, when some other challenge in the room is finished the real challenge is revealed by colorizing the dots.
Then they just need to find the proper intercept and coefficient to finish challenge.
I think this would work quite well if there are enough samples so that you won't be able to hack it by trying values before they know the colors. If the challenge is too easy you could make them fit polynomials instead.
answered yesterday
Simon LarssonSimon Larsson
780114
$endgroup$
$begingroup$
Thanks alot, I really like your idea. I love how tangible it is, and that its kind of a two step progress!
$endgroup$
– Yannick Ruettgers
17 hours ago
$begingroup$
Glad you liked it! If you ever implement it I would love it if you would drop a comment here and let me know. :)
$endgroup$
– Simon Larsson
17 hours ago
add a comment |
$begingroup$
Fun! Cool idea, but it seems like a big undertaking. Anyways, here is my suggestion:
Summary
A manual fit of a 2D logistic regression which only becomes solvable once some previous step is completed.
Explaination
I imagine being greeted by a screen looking something like this:
The two boxes are inputs where the escapees can input numbers. If they try inputting at random it will be possible to figure out that the numbers represent $B_0$ and $B_1$ in: $$Y = B_0 + B_1 X1$$
This will still leave them confused since they will only see something like this:
However, when some other challenge in the room is finished the real challenge is revealed by colorizing the dots.
Then they just need to find the proper intercept and coefficient to finish challenge.
I think this would work quite well if there are enough samples so that you won't be able to hack it by trying values before they know the colors. If the challenge is too easy you could make them fit polynomials instead.
answered yesterday
Simon LarssonSimon Larsson
780114
$endgroup$
$begingroup$
Thanks alot, I really like your idea. I love how tangible it is, and that its kind of a two step progress!
$endgroup$
– Yannick Ruettgers
17 hours ago
$begingroup$
Glad you liked it! If you ever implement it I would love it if you would drop a comment here and let me know. :)
$endgroup$
– Simon Larsson
17 hours ago
add a comment |
$begingroup$
Fun! Cool idea, but it seems like a big undertaking. Anyways, here is my suggestion:
Summary
A manual fit of a 2D logistic regression which only becomes solvable once some previous step is completed.
Explaination
I imagine being greeted by a screen looking something like this:
The two boxes are inputs where the escapees can input numbers. If they try inputting at random it will be possible to figure out that the numbers represent $B_0$ and $B_1$ in: $$Y = B_0 + B_1 X1$$
This will still leave them confused since they will only see something like this:
However, when some other challenge in the room is finished the real challenge is revealed by colorizing the dots.
Then they just need to find the proper intercept and coefficient to finish challenge.
I think this would work quite well if there are enough samples so that you won't be able to hack it by trying values before they know the colors. If the challenge is too easy you could make them fit polynomials instead.
answered yesterday
Simon LarssonSimon Larsson
780114
$endgroup$
Fun! Cool idea, but it seems like a big undertaking. Anyways, here is my suggestion:
Summary
A manual fit of a 2D logistic regression which only becomes solvable once some previous step is completed.
Explaination
I imagine being greeted by a screen looking something like this:
The two boxes are inputs where the escapees can input numbers. If they try inputting at random it will be possible to figure out that the numbers represent $B_0$ and $B_1$ in: $$Y = B_0 + B_1 X1$$
This will still leave them confused since they will only see something like this:
However, when some other challenge in the room is finished the real challenge is revealed by colorizing the dots.
Then they just need to find the proper intercept and coefficient to finish challenge.
I think this would work quite well if there are enough samples so that you won't be able to hack it by trying values before they know the colors. If the challenge is too easy you could make them fit polynomials instead.
answered yesterday
Simon LarssonSimon Larsson
780114
edited yesterday
answered yesterday
Simon LarssonSimon Larsson
780114
answered yesterday
Simon LarssonSimon Larsson
780114
answered yesterday
Simon LarssonSimon Larsson
780114
780114
$begingroup$
Thanks alot, I really like your idea. I love how tangible it is, and that its kind of a two step progress!
$endgroup$
– Yannick Ruettgers
17 hours ago
$begingroup$
Glad you liked it! If you ever implement it I would love it if you would drop a comment here and let me know. :)
$endgroup$
– Simon Larsson
17 hours ago
add a comment |
$begingroup$
Thanks alot, I really like your idea. I love how tangible it is, and that its kind of a two step progress!
$endgroup$
– Yannick Ruettgers
17 hours ago
$begingroup$
Glad you liked it! If you ever implement it I would love it if you would drop a comment here and let me know. :)
$endgroup$
– Simon Larsson
17 hours ago
$begingroup$
Thanks alot, I really like your idea. I love how tangible it is, and that its kind of a two step progress!
$endgroup$
– Yannick Ruettgers
17 hours ago
$begingroup$
Thanks alot, I really like your idea. I love how tangible it is, and that its kind of a two step progress!
$endgroup$
– Yannick Ruettgers
17 hours ago
$begingroup$
Glad you liked it! If you ever implement it I would love it if you would drop a comment here and let me know. :)
$endgroup$
– Simon Larsson
17 hours ago
$begingroup$
Glad you liked it! If you ever implement it I would love it if you would drop a comment here and let me know. :)
$endgroup$
– Simon Larsson
17 hours ago
add a comment |
$begingroup$
Suggestion 1: Humans vs Machines
You could try showing the power of Data Science by having they compete with machines in tasks related to their field or with day-to-day life (for example classifying images from image-net).
Suggestion 2: A Human Brain of Humans
You could also separate then into groups (layers) and suppose every person is a neuron into a neural network. They are supposed to guess the input label without ever seen the entire input. (I am using Mind Field Episode The Stilwell Brain as inspiration)
answered yesterday
Pedro Henrique MonfortePedro Henrique Monforte
402112
$endgroup$
$begingroup$
I like your ideas as well. Suggestion 1: Im afraid that it could scare them more of machines taking their jobs than making them interested in the topic. But I think I can work something out there. Sugg. 2: Thats a good Idea, is it worth to try youtube premium to watch the episode?
$endgroup$
– Yannick Ruettgers
17 hours ago
$begingroup$
I watched the whole series with my YouTube Premium Free trial and I say to you: Mind Field is worth every second hahah
$endgroup$
– Pedro Henrique Monforte
15 hours ago
$begingroup$
You should make tem compete with ANI and show them there is no AGI. That actually AI is helpful but dependent on us. Then, after que competition you can make then colaborate and show how tasks that we usually find boring can be lifted by AI and enable us to do the fun, human and creative part of our jobs .
$endgroup$
– Pedro Henrique Monforte
15 hours ago
$begingroup$
Okay, ill give it a go! :) Thats a good idea, thanks!
$endgroup$
– Yannick Ruettgers
13 hours ago
add a comment |
$begingroup$
Suggestion 1: Humans vs Machines
You could try showing the power of Data Science by having they compete with machines in tasks related to their field or with day-to-day life (for example classifying images from image-net).
Suggestion 2: A Human Brain of Humans
You could also separate then into groups (layers) and suppose every person is a neuron into a neural network. They are supposed to guess the input label without ever seen the entire input. (I am using Mind Field Episode The Stilwell Brain as inspiration)
answered yesterday
Pedro Henrique MonfortePedro Henrique Monforte
402112
$endgroup$
$begingroup$
I like your ideas as well. Suggestion 1: Im afraid that it could scare them more of machines taking their jobs than making them interested in the topic. But I think I can work something out there. Sugg. 2: Thats a good Idea, is it worth to try youtube premium to watch the episode?
$endgroup$
– Yannick Ruettgers
17 hours ago
$begingroup$
I watched the whole series with my YouTube Premium Free trial and I say to you: Mind Field is worth every second hahah
$endgroup$
– Pedro Henrique Monforte
15 hours ago
$begingroup$
You should make tem compete with ANI and show them there is no AGI. That actually AI is helpful but dependent on us. Then, after que competition you can make then colaborate and show how tasks that we usually find boring can be lifted by AI and enable us to do the fun, human and creative part of our jobs .
$endgroup$
– Pedro Henrique Monforte
15 hours ago
$begingroup$
Okay, ill give it a go! :) Thats a good idea, thanks!
$endgroup$
– Yannick Ruettgers
13 hours ago
add a comment |
$begingroup$
Suggestion 1: Humans vs Machines
You could try showing the power of Data Science by having they compete with machines in tasks related to their field or with day-to-day life (for example classifying images from image-net).
Suggestion 2: A Human Brain of Humans
You could also separate then into groups (layers) and suppose every person is a neuron into a neural network. They are supposed to guess the input label without ever seen the entire input. (I am using Mind Field Episode The Stilwell Brain as inspiration)
answered yesterday
Pedro Henrique MonfortePedro Henrique Monforte
402112
$endgroup$
Suggestion 1: Humans vs Machines
You could try showing the power of Data Science by having they compete with machines in tasks related to their field or with day-to-day life (for example classifying images from image-net).
Suggestion 2: A Human Brain of Humans
You could also separate then into groups (layers) and suppose every person is a neuron into a neural network. They are supposed to guess the input label without ever seen the entire input. (I am using Mind Field Episode The Stilwell Brain as inspiration)
answered yesterday
Pedro Henrique MonfortePedro Henrique Monforte
402112
answered yesterday
Pedro Henrique MonfortePedro Henrique Monforte
402112
answered yesterday
Pedro Henrique MonfortePedro Henrique Monforte
402112
answered yesterday
Pedro Henrique MonfortePedro Henrique Monforte
402112
402112
$begingroup$
I like your ideas as well. Suggestion 1: Im afraid that it could scare them more of machines taking their jobs than making them interested in the topic. But I think I can work something out there. Sugg. 2: Thats a good Idea, is it worth to try youtube premium to watch the episode?
$endgroup$
– Yannick Ruettgers
17 hours ago
$begingroup$
I watched the whole series with my YouTube Premium Free trial and I say to you: Mind Field is worth every second hahah
$endgroup$
– Pedro Henrique Monforte
15 hours ago
$begingroup$
You should make tem compete with ANI and show them there is no AGI. That actually AI is helpful but dependent on us. Then, after que competition you can make then colaborate and show how tasks that we usually find boring can be lifted by AI and enable us to do the fun, human and creative part of our jobs .
$endgroup$
– Pedro Henrique Monforte
15 hours ago
$begingroup$
Okay, ill give it a go! :) Thats a good idea, thanks!
$endgroup$
– Yannick Ruettgers
13 hours ago
add a comment |
$begingroup$
I like your ideas as well. Suggestion 1: Im afraid that it could scare them more of machines taking their jobs than making them interested in the topic. But I think I can work something out there. Sugg. 2: Thats a good Idea, is it worth to try youtube premium to watch the episode?
$endgroup$
– Yannick Ruettgers
17 hours ago
$begingroup$
I watched the whole series with my YouTube Premium Free trial and I say to you: Mind Field is worth every second hahah
$endgroup$
– Pedro Henrique Monforte
15 hours ago
$begingroup$
You should make tem compete with ANI and show them there is no AGI. That actually AI is helpful but dependent on us. Then, after que competition you can make then colaborate and show how tasks that we usually find boring can be lifted by AI and enable us to do the fun, human and creative part of our jobs .
$endgroup$
– Pedro Henrique Monforte
15 hours ago
$begingroup$
Okay, ill give it a go! :) Thats a good idea, thanks!
$endgroup$
– Yannick Ruettgers
13 hours ago
$begingroup$
I like your ideas as well. Suggestion 1: Im afraid that it could scare them more of machines taking their jobs than making them interested in the topic. But I think I can work something out there. Sugg. 2: Thats a good Idea, is it worth to try youtube premium to watch the episode?
$endgroup$
– Yannick Ruettgers
17 hours ago
$begingroup$
I like your ideas as well. Suggestion 1: Im afraid that it could scare them more of machines taking their jobs than making them interested in the topic. But I think I can work something out there. Sugg. 2: Thats a good Idea, is it worth to try youtube premium to watch the episode?
$endgroup$
– Yannick Ruettgers
17 hours ago
$begingroup$
I watched the whole series with my YouTube Premium Free trial and I say to you: Mind Field is worth every second hahah
$endgroup$
– Pedro Henrique Monforte
15 hours ago
$begingroup$
I watched the whole series with my YouTube Premium Free trial and I say to you: Mind Field is worth every second hahah
$endgroup$
– Pedro Henrique Monforte
15 hours ago
$begingroup$
You should make tem compete with ANI and show them there is no AGI. That actually AI is helpful but dependent on us. Then, after que competition you can make then colaborate and show how tasks that we usually find boring can be lifted by AI and enable us to do the fun, human and creative part of our jobs .
$endgroup$
– Pedro Henrique Monforte
15 hours ago
$begingroup$
You should make tem compete with ANI and show them there is no AGI. That actually AI is helpful but dependent on us. Then, after que competition you can make then colaborate and show how tasks that we usually find boring can be lifted by AI and enable us to do the fun, human and creative part of our jobs .
$endgroup$
– Pedro Henrique Monforte
15 hours ago
$begingroup$
Okay, ill give it a go! :) Thats a good idea, thanks!
$endgroup$
– Yannick Ruettgers
13 hours ago
$begingroup$
Okay, ill give it a go! :) Thats a good idea, thanks!
$endgroup$
– Yannick Ruettgers
13 hours ago
add a comment |
Yannick Ruettgers is a new contributor. Be nice, and check out our Code of Conduct.
Yannick Ruettgers is a new contributor. Be nice, and check out our Code of Conduct.
Yannick Ruettgers is a new contributor. Be nice, and check out our Code of Conduct.
Yannick Ruettgers is a new contributor. Be nice, and check out our Code of Conduct.
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