Hello Mike! I stumbled upon your channel when searching for the difference between stochastic and deterministic models and I find it really interesting how to apply data science and mathematical concepts in bioinformatics. Can you recommend some books that cover the math that you teach in these videos? I want to read into more theoretical math. Thank you and I hope your channel grows, it really is a treasure-hove of so many real life applications of data science and ml!
Sure! I'm not a big textbook person and usually prefer learning from tutorial videos, but if you're looking for a textbook on computational biology and math modeling then my favorite one is Uri Alon's systems biology textbook: amzn.to/4a6WIlM For machine learning, if you're a beginner then I'd recommend Sentdex's textbook on how to make a neural network from scratch in Python: nnfs.io/ But if you want something on machine learning that's more advanced, I'd recommend this one: amzn.to/4duhXAQ I hope that helps! Thanks for watching 🙂
Hello Mike, really interesting work. Could you please make a video about how you learned to code these mathematical models? I am a graduate student and I am planning to get in to computational mathematics at specialization. My work is more inclined to partial differential equation but I would like to know more about how to get better at modelling mathematical models. Do you write the code from scratch or what is your way of doing such coding projects? Thank you.
Hi Suraj, thanks for watching! Yeah I was thinking about possible making a video with general advice for how to learn this stuff as well as resources to use. Or maybe even creating a website with links to all the different resources for learning. But in the meantime, feel free to email me at mikest@udel.edu and we can discuss, and I'll try to give you some advice for how to learn about these topics!
Hello Mike! I stumbled upon your channel when searching for the difference between stochastic and deterministic models and I find it really interesting how to apply data science and mathematical concepts in bioinformatics.
Can you recommend some books that cover the math that you teach in these videos? I want to read into more theoretical math. Thank you and I hope your channel grows, it really is a treasure-hove of so many real life applications of data science and ml!
Sure! I'm not a big textbook person and usually prefer learning from tutorial videos, but if you're looking for a textbook on computational biology and math modeling then my favorite one is Uri Alon's systems biology textbook:
amzn.to/4a6WIlM
For machine learning, if you're a beginner then I'd recommend Sentdex's textbook on how to make a neural network from scratch in Python:
nnfs.io/
But if you want something on machine learning that's more advanced, I'd recommend this one:
amzn.to/4duhXAQ
I hope that helps! Thanks for watching 🙂
@@MikeSaintAntoine Thanks for the resources Mike! Sorry for the late reply 😅
Hello Mike, really interesting work. Could you please make a video about how you learned to code these mathematical models? I am a graduate student and I am planning to get in to computational mathematics at specialization. My work is more inclined to partial differential equation but I would like to know more about how to get better at modelling mathematical models. Do you write the code from scratch or what is your way of doing such coding projects? Thank you.
Hi Suraj, thanks for watching! Yeah I was thinking about possible making a video with general advice for how to learn this stuff as well as resources to use. Or maybe even creating a website with links to all the different resources for learning. But in the meantime, feel free to email me at mikest@udel.edu and we can discuss, and I'll try to give you some advice for how to learn about these topics!
Interesting one - thanks for sharing!
Thanks for watching Navadeep!