Math for AI and ML: This strategy makes learning so much easy!

You just started learning machine learning and AI but wonder why everyone insists on learning the math behind it? To complete projects in ML, you need to know mathematical concepts in AI and machine learning. In this video, we break down how to learn maths for mastering machine learning. We'll explore topics in math for ML that you need to learn. This strategy will help you get a job in AI and machine learning and help you prepare for interviews. We will use ChatGPT effectively to our advantage to learn the math concepts faster than ever before. Whether you're a beginner or experienced in AI and machine learning, this video will help you appreciate the math that makes machine learning work, and how it can deepen your insights and boost your skills. Let's demystify the math and unlock your full potential in ML!
Stay tuned to stay ahead of the curve in the world of science!
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Welcome to ChemCoder. As a computational chemist myself, I had to transition to AI and ML towards the end of my PhD program and I have to admit, it was a lot of learning, making mistakes and late nights. If you are a graduate student, freshman, sophomore or a senior in college and wondering if this field of chemistry and programming is for you, you ARE in the right place! We as chemists or as scientists in general have a very unique position to learn and integrate our coding skills to bring new technology and innovation to the world. The future depends on us and our ability to learn, stay motivated and persistent in this difficult field. Join our community as we strive to get better every day.
If you enjoyed this video, consider clicking the LIKE button to help KZbin show this video to others and if you don't want to miss any content from us, consider SUBSCRIBING to the channel. Thank you!

[@ChemCoder404]

I will add more videos to this playlist teaching the basic mathematical concepts! So stay tuned and thank you for all your support! It may take me a while to make these videos as they are not easy to make. Bear with me guys! Here's some books 👇 Elements of statistical learning: amzn.to/3WhAvNI Introduction to statistical learning: amzn.to/4g0vZKq ML book 1: amzn.to/4iAdlLN PyTorch and sklearn: amzn.to/4gvfSFp LLMs from scratch: amzn.to/4gauz11 As an amazon affiliate, I may earn a small commission if you use these links to buy at NO extra cost to you. Thank you all for the support! Get your merch today 👉 chemcoder.myspreadshop.com/

[@hemanth_yenugu3692]

Tnqu for the initiative

[@fabric-with-felmo]

Waiting for your next video, ready to learn.

[@shiva_1947]

Thanks bro ❤❤❤

[@SD_simma]

Nothing to be burdened about. Quality over Quantity! Great content. Mechanical Engineer speaking!

[@prajwaladhav3123]

Great!!

[@jeweltilak767]

Helps. Im working as a data analyst but i want to switch to ML roles. Ive been trying to learn the math behind the algos mostly because i was genuinely curious to know how things actually worked at the backend.

[@ChemCoder404]

That’s awesome! Keep going.

[@Abdi_World]

Yes, I’ve been waiting for this! I love how clearly you speak-it's so easy to understand, and your passion really comes through. I can hear the conviction in your voice."

[@ChemCoder404]

Thank you! Just trying to help one person at a time. 😇

[@jyotiranjan7062]

This is all i wanted... Looking forward to future math videos....🎉

[@ChemCoder404]

Thank you for watching!

[@drpritamkrdas_official]

I need a comprehensive KZbin course on Linear Regression, Logistic Regression, and Artificial Neural Networks (ANN) that covers all the necessary concepts with clear explanations. Many existing courses tend to be overly theoretical and bookish, lacking engaging visuals and animations that simplify the learning process. I am in urgent need of a resource that addresses these gaps. Additionally, a side-by-side course on JMP that covers these concepts would be extremely helpful.

[@ChemCoder404]

Yup. More coming up next year. Thank you for the support!

[@brettfine3444]

Please let us know what math and/or math topics to learn in preparation for ML and how long would that take? Thank you so much.

[@ChemCoder404]

I do mention it in the last segment of the video. But I will be diving deeper into it in future videos.

[@brettfine3444]

@@ChemCoder404 Thank you.

[@SerkaftOmer-dk7bi]

Good question, how long take time

[@SerkaftOmer-dk7bi]

I am struggling to learning machine as my background in math is so biggenr. Thank you for clarifying math behind ml

[@cliff_doyle]

Good stuff, just starting with machine learning and want to learn math behind the concepts

[@ChemCoder404]

Glad you liked it!

[@ninja-gh]

helps

[@abdulsaboor2168]

I think this video is a bit more focused on deep learning rather than the machine learning because i have seen several road maps and every road map start with vectors then comes to matrix and linear algebra and neural network also work in deep learning But i think the way of implemening and learning while utilizing tools like chat gpt are great which allow us to understand why we are doing thing in ml and how it affect our output

[@ChemCoder404]

Thanks for sharing!

[@GeneralM-sn8fc]

Hey @ChemCoder404! 😊Could you please consider reducing the amount of animations and triggers in your videos? It would really enhance the viewing experience. Thanks in advance!

[@ChemCoder404]

Noted! Thanks for sharing.

[@AnaGomez-tz2io]

@@ChemCoder404 Seconded. You have a great voice and the content is fantastic. The animations and effects distract the viewer from that.

[@gokul-m8s]

Thanks for helping 🙏🏾

[@ChemCoder404]

Thank you for supporting the channel!

[@pawankumarbairwa7509]

Hello Sir, I am from IIT Bombay. I believe we spend around 6 months focusing on mathematics. What is your perspective on this? I feel that without a strong foundation in math, especially in machine learning, it’s nearly impossible to achieve accurate or meaningful results.

[@ChemCoder404]

That's a good start. Can be hard for some but, good direction.

[@somashankara1884]

Please share the (math)books that were in your course outlines as references, if possible

[@Miyamoto-lo5ib]

Was it necessary to bring in IIT Bombay????

[@pawankumarbairwa7509]

@@somashankara1884 MML, Pattern Recognition and Machine Learning. If you are beginner then you can start from MMl

[@pawankumarbairwa7509]

@@Miyamoto-lo5ib what?

[@srinubathina7191]

I would like to learn math please post videos on math topics which are required for machine learning

[@ChemCoder404]

Working on it!

[@i_youtube_]

More content about Math❤❤

[@thesexrace]

helps!! thank you!

[@ChemCoder404]

Awesome!

[@5imian]

Just subscribed for this

[@ChemCoder404]

Thank you!

[@juanparada1319]

Hey guys! I’m trying to figure out - when building with LLMs, does knowing the math actually make things better?

[@ChemCoder404]

It depends. If you already know some math for neural nets, you should be okay. If you know absolutely 0 math related to ML, I would highly recommend at least some intuition on math.

[@EdwinTorres-b9x]

My problem is back wards I can do all the mathematics on hand, but,hate the coding,I can wait when coding gets automated

[@ChemCoder404]

I feel you. I think it’s only a matter of time you start to enjoy coding.

[@EdwinTorres-b9x]

I am a Engineering Physics senior major

[@ChemCoder404]

Bachelor’s, master’s or PhD?

[@informativecontent4778]

Here to start my maths journey with you❤ Kindly cover all basics i want to go into the world of ai and data science yet my maths sucks very very hard

[@ChemCoder404]

Stay tuned!

[@informativecontent4778]

​@@ChemCoder404❤

[@laismaranhao3130]

What about who is really starting with machine learning? I mean very basic stuff like k-means, clustering, even linear regression. I’ve already learned a little about deep learning because of a scholarship at udacity I couldn’t just deny it. But I feel I need to come back and learn the basics now that the course will end. Not saying that I didn’t learned anything . I learned A LOT. But i guess i would learn even more if i already knew the more basic things. When you talk about making more videos, do you pretend to talk about these things or just deep learning+? I’ve been studying math a lot, but Calculus is something that made me feel i should come back to high school and remember the basics cause I don’t have a math background (I have a degree in marketing). So I really didn’t remember almost anything about topics like trigonometry. It was hard to even admite this to myself but I had to comeback and remember/learn the basics. This leads me to my second question: when you talked about statistics you mentioned very basic things. But when it was about other things mentioned intermediate+ things (I’m sorry, matrix isn’t basic for me). From where do you pretend to start? Sorry for the long comment 😂

[@ChemCoder404]

A lot of times, if you understand the intuition of the concepts, that should be good for ML. But, in some cases, you do need an in-depth understanding. I am working on a video right now and will 'teach' concepts in Linear Algebra to start with.

[@nr9058]

Your videos are so helpful and motivating. I wonder if you have a discord server or something for like minded people.(that would be so nice).

[@ChemCoder404]

I have an old inactive server. Now that you mention it, let me share it soon.

[@nr9058]

Coo! That would be awesome 👍. Ty

[@SD_simma]

HELPS!

[@lplusearn]

Hi, you voice is nice. you speak nicely and motivating. I needed a video such like this. Thanks a lot, next give us a roadmap for the marh

[@ChemCoder404]

Yup. Coming soon

[@fredrikbergquist5734]

As a MS in electronics we learned about everything you said up to the part on ML itself. Is there any good sources if you know probability theory, matrices, numeric methods etc to understand like stable diffusion and LLMs? How do we try it out? Most of us don’t have the huge datasets or the $10k Nvidia setups?

[@ChemCoder404]

Good question! I will have a video out soon on this topic. Thanks for watching!

[@chaitanyarajesh1815]

Please produce more videos

[@ChemCoder404]

Yup. Working on it!

[@arunkumaracharya9641]

I think coding the math is not really worth the time. More essential i guess is understanding the concepts of math and find ready code from chatgpt or web and use ML and python libraries readily available. All this assuming you know coding and crack the code if needed. If you don’t know coding then it makes sense.

[@ChemCoder404]

Yes I do agree with that. But coding from scratch will really help improve coding skills.

[@lakshmisreenivasan3972]

As a freshwoman, trying to learn programming(esp dsa) will this help me??

[@ChemCoder404]

Yes. This is a good place to start!

[@IgorKovacs02]

please keep going!

[@ChemCoder404]

Thank you for the encouragement!

[@IgorKovacs02]

@@ChemCoder404 you're welcome, I really appreciate your content :)

[@AmanSingh-eu7zv]

Hey, please don't ignore this - I am Aman, a third year BBA student at tier one college. But i really want to transition into Data science and AI. Do you think if i learn everything, my degree would be a problem? Thanks in advance! 0:16

[@ChemCoder404]

Work on projects with others. But credibility and expertise.

[@skillsandhonor4640]

good video

[@ChemCoder404]

Glad you enjoyed

[@shb7414]

Do recommend a major of cs for mathematics lather than cs?

[@ChemCoder404]

Working on a video about that! Stay tuned.

[@Coder.tahsin]

Nice video

[@ChemCoder404]

Thank you for watching!

[@tech__drao6310]

👍

[@ChemCoder404]

Thank you for watching!

[@SakibKhan-g6b]

In the age of AI, is it necessary to learn machine learning?

[@ChemCoder404]

YES

[@phanminhvuongk16_hcm23]

just learn a concept or i need to practice it sir

[@ChemCoder404]

Practice until you get it.

[@JANASHRAVIN]

Hi sir, i am going to change my career into AIML by lateral entry after my completion of mech engineering in diploma. What should i learn before get into my college (period between sem leave to clg admission process) ? Where do i get start, can you help me, i want a proper road map ? I didn't even know about coding (python). I am learning basics of python from now on. Help me pls ! I have even tons of questions to ask 😅 ! I don't want to get you bore! 😅.TQ.

[@ChemCoder404]

Start with coding. It really helps pretty much everyday! We have a playlist on this channel :)

[@JANASHRAVIN]

@@ChemCoder404 oh thank you sir.so, I'm in correct way now. I am start learning python few days ago. Can you recommend any best vid resource for learning python ? Bcz, I want to learn it fluent and deeper !

[@ChemCoder404]

Check out the playlist on the channel and also freecodecamp is good.

[@sdphuse]

I am 53 can I change my job into machine learning

[@ChemCoder404]

I think you can! You would need to get some experience first and that would depend on your personal journey so far!

[@jemishvakharia8376]

How deep should one go?

[@ChemCoder404]

Are you thinking of applied AI/ML or research and building new algos?

[@devon9374]

That's what she said

[@jemishvakharia8376]

@@ChemCoder404 Applied ML. I know the basic math, but have not gone much deeper in it. I have been focusing more on practical and technical works. I will start applying for Data Science roles very soon so wanted to know if basic math is sufficient or should I dive deeper?

[@ChemCoder404]

😂

[@ChemCoder404]

Basic should be good enough for DS roles but be ready to explain some math if they ask in your interviews.

[@informativecontent4778]

I am still waiting Sir ❤

[@ChemCoder404]

Yes I will release them slowly every now and then. It takes time to produce them unfortunately! Thank you for your patience!

[@informativecontent4778]

@@ChemCoder404 i will refer your playlist to many of my friends learning ai Could you please also release videos such as how to learn a maths concept? For example if i want to learn liner algebra what math basics such as matrices etc should i know and then which book to follow Would be real helpful if you can also make content like that along this

[@ChemCoder404]

Just released a couple of videos on the channel. Thank you for your support.

[@adritakhan8154]

Hey... Sorry i couldn't get this. Where is the blueprint?

[@ChemCoder404]

In short, it’s leveraging the code to understand the math. Instead of just looking at equations in books or trying to do the math by hand, try to code it in python.

[@adritakhan8154]

@@ChemCoder404 I see. I got a bit carried away and couldn't actually figure it out in the beginning. So, you're suggesting that every time I try to learn or understand something, I should ask chatgpt (or any other ai) for pseudo code and then work my way through the problem myself (and simultaneously learn the math along with the specific question that I'm solving).. right?

[@ChemCoder404]

That’s just one way to learn. I find it more intuitive when I code the math. ChatGPT is just to save some time.

[@syedtahaowais4675]

Hopelessly verbose, self promotion and nothing more, 50% words could have been avoided. It should be 5 minutes video

[@ChemCoder404]

Thanks for the feedback.

[@stephenharrison4025]

Ah, can you please share your videos you have made on the subject so I can watch the perfect example of what it shold be like? Or am I right in guessing you have done f all? And if your that amazing yourself why are you even watching vids for beginners? My guess is that you are a bit of a tit?

[@stephenharrison4025]

ChemCoder your doing a grate job keep it up. It takes balls just to even get the camera out and film yourself and post it to the world. Then you have to contend with shitty comments from tossers with daddy issues(he probably got bummed and has now decided he likes it)

[@_Nova_Prime_]

Hi how can i contact you ?

[@ChemCoder404]

I will be creating a discord server soon! Stay tuned!

[@payelkumbhakar6337]

Why your channel name is chemcoder? Were you a chemical engineering student?

[@ChemCoder404]

Yup, Chemical engineering and Chemistry major.

[@payelkumbhakar6337]

@@ChemCoder404 Do you have dual degree?

[@ChemCoder404]

Nope. BS and MS in Chemical Engineering and PhD in chemistry.

[@payelkumbhakar6337]

​@@ChemCoder404That's great. Are you into AI/ ML now? If yes, can you make a detailed video on transition from chemical to AI/ML? I'm also from chemical engineering background. It would be very helpful. 😊

[@ChemCoder404]

On my list!

[@perrystalsis1818]

i never watch videos to the end if the creator asks me to. (creator= the talking head, not a deity)

[@ChemCoder404]

I hear you.

[@akashcs-s7y]

Help

[@ChemCoder404]

Thank you for watching!

[@spartanghost_17]

Bro said absolutely nothing in this video. Nothing

[@ChemCoder404]

Sorry you feel that way.

[@moneyballX]

You’re wrong and/or a bot D*ckhead. Great advice. The right way is the hard way

[@sowjanyap5827]

Thanks for saving our time

[@artimes5542]

Most verbose content I’ve ever watched! (Not a compliment bro, you got a ways to go)

[@ChemCoder404]

Thank you for your feedback.

[@ripunjayarawat4485]

Not useful waste my time 😮

[@ChemCoder404]

Sorry you feel that way.

[@TemporaryForstudy]

why are you doing machine learning if you are doing phd in chemistry

[@ChemCoder404]

Have my PhD already. ML is making great inroads into pure sciences and its impact is already seen.

[@floriansalihovic3697]

This was not helpful or novel advice.

[@ChemCoder404]

Sorry you feel that way

[@TemporaryForstudy]

why are you doing machine learning if you are doing phd in chemistry

[@ChemCoder404]

Have my PhD already. ML is making great inroads into pure sciences and its impact is already seen.

[@TemporaryForstudy]

@@ChemCoder404 oh nice. any specific applications in chemistry where ML is used ?

[@ChemCoder404]

Check out machine learned interatomic potentials. Also in cheminformatics and drug discovery.

[@lactran2979]

You can do some research on geochemical, and you will know the reason why