Mathematical foundations for deep learning, computer vision and data science [on hold]2019 Community Moderator ElectionWhat courses / subjects are most important to the field of Data Science?Open cv and computer visionComputer vision: Identifying different items in screenshotMatch an image from a set of images : Combine traditional Computer vision + Deep Learning/CNNTraining an AI to play Starcraft 2 with superhuman level of performance?Why don't convolutional computer vision networks use horizontally - symmetric filters?Best image PPI for computer vision deep learning algorithmsComputer Vision: Handling dataset(3D data or scan) with different timestepsCan a single-layer ANN get XOR wrong?Books and references for mathematical and intuitive Deep-Learning understanding?Transfer learning on a CNN for computer vision problems
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Mathematical foundations for deep learning, computer vision and data science [on hold]
2019 Community Moderator ElectionWhat courses / subjects are most important to the field of Data Science?Open cv and computer visionComputer vision: Identifying different items in screenshotMatch an image from a set of images : Combine traditional Computer vision + Deep Learning/CNNTraining an AI to play Starcraft 2 with superhuman level of performance?Why don't convolutional computer vision networks use horizontally - symmetric filters?Best image PPI for computer vision deep learning algorithmsComputer Vision: Handling dataset(3D data or scan) with different timestepsCan a single-layer ANN get XOR wrong?Books and references for mathematical and intuitive Deep-Learning understanding?Transfer learning on a CNN for computer vision problems
$begingroup$
I am considering which courses to take to end up with a solid and deep understanding in these topics, more than just being able to use it, but being able to understand what happens and keep developing the concepts.
I'm interested which mathemathical topics, and how much of them, are required for this. And if I should just make a minor in maths and switch then, or if I can put enough maths into a CS minor.
Question: Which mathematical basics (above school leaving examination) are absolutely necessary to understand main methods and technics of deep learning, computer vision and data science?
deep-learning computer-vision math
edited 12 hours ago
Community♦
1
asked 14 hours ago
AsfangenAsfangen
11
New contributor
Asfangen is a new contributor to this site. Take care in asking for clarification, commenting, and answering.
Check out our Code of Conduct.
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put on hold as primarily opinion-based by Simon Larsson, Mark.F, Dawny33♦ 12 hours ago
Many good questions generate some degree of opinion based on expert experience, but answers to this question will tend to be almost entirely based on opinions, rather than facts, references, or specific expertise. If this question can be reworded to fit the rules in the help center, please edit the question.
add a comment |
$begingroup$
I am considering which courses to take to end up with a solid and deep understanding in these topics, more than just being able to use it, but being able to understand what happens and keep developing the concepts.
I'm interested which mathemathical topics, and how much of them, are required for this. And if I should just make a minor in maths and switch then, or if I can put enough maths into a CS minor.
Question: Which mathematical basics (above school leaving examination) are absolutely necessary to understand main methods and technics of deep learning, computer vision and data science?
deep-learning computer-vision math
edited 12 hours ago
Community♦
1
asked 14 hours ago
AsfangenAsfangen
11
New contributor
Asfangen is a new contributor to this site. Take care in asking for clarification, commenting, and answering.
Check out our Code of Conduct.
$endgroup$
put on hold as primarily opinion-based by Simon Larsson, Mark.F, Dawny33♦ 12 hours ago
Many good questions generate some degree of opinion based on expert experience, but answers to this question will tend to be almost entirely based on opinions, rather than facts, references, or specific expertise. If this question can be reworded to fit the rules in the help center, please edit the question.
1
$begingroup$
Check this out: datascience.stackexchange.com/questions/6937/…
$endgroup$
– Simon Larsson
14 hours ago
add a comment |
$begingroup$
I am considering which courses to take to end up with a solid and deep understanding in these topics, more than just being able to use it, but being able to understand what happens and keep developing the concepts.
I'm interested which mathemathical topics, and how much of them, are required for this. And if I should just make a minor in maths and switch then, or if I can put enough maths into a CS minor.
Question: Which mathematical basics (above school leaving examination) are absolutely necessary to understand main methods and technics of deep learning, computer vision and data science?
deep-learning computer-vision math
edited 12 hours ago
Community♦
1
asked 14 hours ago
AsfangenAsfangen
11
New contributor
Asfangen is a new contributor to this site. Take care in asking for clarification, commenting, and answering.
Check out our Code of Conduct.
$endgroup$
I am considering which courses to take to end up with a solid and deep understanding in these topics, more than just being able to use it, but being able to understand what happens and keep developing the concepts.
I'm interested which mathemathical topics, and how much of them, are required for this. And if I should just make a minor in maths and switch then, or if I can put enough maths into a CS minor.
Question: Which mathematical basics (above school leaving examination) are absolutely necessary to understand main methods and technics of deep learning, computer vision and data science?
deep-learning computer-vision math
deep-learning computer-vision math
edited 12 hours ago
Community♦
1
asked 14 hours ago
AsfangenAsfangen
11
New contributor
Asfangen is a new contributor to this site. Take care in asking for clarification, commenting, and answering.
Check out our Code of Conduct.
edited 12 hours ago
Community♦
1
asked 14 hours ago
AsfangenAsfangen
11
New contributor
Asfangen is a new contributor to this site. Take care in asking for clarification, commenting, and answering.
Check out our Code of Conduct.
edited 12 hours ago
Community♦
1
edited 12 hours ago
Community♦
1
edited 12 hours ago
Community♦
1
1
asked 14 hours ago
AsfangenAsfangen
11
New contributor
Asfangen is a new contributor to this site. Take care in asking for clarification, commenting, and answering.
Check out our Code of Conduct.
asked 14 hours ago
AsfangenAsfangen
11
asked 14 hours ago
AsfangenAsfangen
11
11
New contributor
Asfangen is a new contributor to this site. Take care in asking for clarification, commenting, and answering.
Check out our Code of Conduct.
New contributor
Asfangen is a new contributor to this site. Take care in asking for clarification, commenting, and answering.
Check out our Code of Conduct.
Asfangen is a new contributor to this site. Take care in asking for clarification, commenting, and answering.
Check out our Code of Conduct.
put on hold as primarily opinion-based by Simon Larsson, Mark.F, Dawny33♦ 12 hours ago
Many good questions generate some degree of opinion based on expert experience, but answers to this question will tend to be almost entirely based on opinions, rather than facts, references, or specific expertise. If this question can be reworded to fit the rules in the help center, please edit the question.
put on hold as primarily opinion-based by Simon Larsson, Mark.F, Dawny33♦ 12 hours ago
Many good questions generate some degree of opinion based on expert experience, but answers to this question will tend to be almost entirely based on opinions, rather than facts, references, or specific expertise. If this question can be reworded to fit the rules in the help center, please edit the question.
1
$begingroup$
Check this out: datascience.stackexchange.com/questions/6937/…
$endgroup$
– Simon Larsson
14 hours ago
add a comment |
1
$begingroup$
Check this out: datascience.stackexchange.com/questions/6937/…
$endgroup$
– Simon Larsson
14 hours ago
1
1
$begingroup$
Check this out: datascience.stackexchange.com/questions/6937/…
$endgroup$
– Simon Larsson
14 hours ago
$begingroup$
Check this out: datascience.stackexchange.com/questions/6937/…
$endgroup$
– Simon Larsson
14 hours ago
add a comment |
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$begingroup$
Check this out: datascience.stackexchange.com/questions/6937/…
$endgroup$
– Simon Larsson
14 hours ago