# Mathematics of Machine Learning

## 100 thoughts on “Mathematics of Machine Learning”

1. My question is, if I m not good or my level is moderate in mathematics, then should I go into A.I or not? Let me to know this? Or which I.T technology should I use?

2. The best channel on youtube

3. Man, this is the video which made me really understand where i am standing (in terms of learning) and what needs to be learnt more. Came as a motivation for me. ๐ ๐

4. Your voice audio is horribly irritating to ears. Please use a microphone that's smooth enough. And will make your video's audio quite interesting to listen. Or please lower down the gain of your mic.

5. it's all great, now.. how do we grasp these fields in a relatively short time frame w/o a degree in Rocket Science 5-7yrs + ?

6. This was better than many, but still its not good for beginners. I means lot of things are not told detail. I might sound totally stupid with below questions, but I am a beginner
Q1. How do you get this pink line at 2:55 ?
Q2. in Y=mx+b, how can X be independent ?
Q3. In this video where specifically you told about the prediction that was made by algorithm we develop , and how we compare it with the correct data ?

7. Its the best video for intro.
But I want to learn these for four mathematics concept because I will start learn machine learning within next 4 or 5 days.

8. Thanks for this video
do i have to remember all this concepts while facing Data Analyst interview…?
any suggestion on how to prepare for data analyst will be helpful..

9. Thank you Siraj for the clear, accurate, concise and enlightening overview of machine learning. It answers my most fundamental question that is always on my mind, viz., Why am I doing what I am doing? Thanks again!

10. Well done!! The demonstration on linear algebra was exactly the visual I was needing to understand the role of LA in machine learning.

11. Hi ! Please, does anybody have any idea how to use artificial neural network to "teach" a self-driving car when to steer, to the left or to the right, by which angleโฆ ?
Iโm a beginner in this field, so I chose to work on a very simple model consisting of a car riding on a single-lane road and meeting no obstacles.
What do you suggest as parameters ?
Any suggestion of other simple models is welcome. Thank you in advance.

12. Thanks really awesome thank you appreciate the time you're taken to educate and teach and share your knowledge man, thanks bro so awesome!

13. At 7:40, it should be โmultivariableโ regression rather than โmultivariateโ regression because the latter refers to multiple response variables.

14. 6:10 .. I feel you bro .. When you took a pause before saying "bowl"..๐๐คฃ.. but yes your videos are great .. entertaining and informative ๐ฅ

15. ะะธะทะดะตั ั ััะน ัะตะฟะตัั ะฟะพะนะผั ััะพ ะผะฝะต ะดะตะปะฐัั, ะฝะธะบะพะณะดะฐ ะฝะต ะฟะพะฝะธะผะฐะป ะผะฐัะตะผะฐัะธะบั, ะฐ ััั ML ะธ ะฑะปััั ะพะฟััั "ะผะฐัะตะผะฐัะธะบะฐ ะฒะฐะถะฝะฐ ะธ ะผะฐัะตะผะฐัะธะบะฐ – ััะพ ะฒะตัะตะปะพ" . ะะฐะฐะฐะฐะฐะฐ

16. Bro you are epic. I was watching your video for machine learning and it gave me an idea about beam steered radar calibration. thanks

17. Hi friends. On this specific subject (multivariable regression) I recommend everyone to check on Professor Wooldridge's CEO salary case where you can perform a regression on many variables in order to determine how each one explains the dependent variable (CEO's salaries). Go econometrics!

18. Hey Siraj, recently I have developed interest in learning Data sceince, but my problem is that I have not studied math in my high School and graduation. But I have interest in learning math. Can you please guide me how to start learning math and from where with regards to the Data sceince.

19. statistics and probability these two topics i have been ignoring since school till college and now when i try to learn ML a topic i am interested in it is comming back to haunt me arghhhhhh
Any suggestions on how to like em topics and understand em coz the name itself makes my learning mood go off and i don't get anything ๐

20. In which order should I learn those areas of mathematics?

21. dude .i am studying at applied math for master degree, graduation thesis is relative with quantum information. but I am also interesting for machine learning. can I learn it?what can I do for start?

22. But bro in one of your love streams you've said that it isn't necessary to know math what about that? Anyway nice video

23. Couldn't choose a sub so this'll work

24. Hello, what if the current price of the apartment is way higher than the average home within miles away because of it's more lavish than the traditional?

25. I havenโt seen anyone explaining the use of math in such a wonderful way for machine learning until now. If you could make the Andrew ng ML and DL series with python .. I will be the first to join and I am pretty sure everyone here will join . I really need a course which covers everything overall man .. right from math to programming to algorithms … you never get the right structure anywhere and investing time that way is tough man given the time I have daily .. working and studying after 9pm is tough.. I wanna invest 2 hours of my day for this, if there is a well structured course available. I really wish you do this whole thing.

26. I am literally enlightened on this subject.. i studied maths but never made sense so much! thank you!!!

27. Hi Siraj! Thank you for your videos! I have a question regarding node.js and python. For machine learning, I really would like to know your view on coding with node.js vs python. I kind of know python but recently heard about the flexibility of node.js. I was about to start learning node.js but in most of your videos (and in many other Machine learning related videos) you mention python. So, now I am really not sure where to start. Should I learn python? or Node.js? (I am planning to hopefully use machine learning for my senior project. So I really want to dedicate my time to the right stuff so as not to take a lot of time. (This is my fear talking after realizing the years I have wasted doing nothing))

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29. Nice video, i currently studying engineering n i would say that ive done most of the math in my first year….so i just wondering is it enough if i just have the mathematical insight or do i need to master the four mathematical subject to become proficient in this field?… because im quiet familiar with the math but i am no master

30. sir need ur help.. i am economics graduate(graduated this year ) with masters .. i learned maths economics stats .. but all i have to know how to use it in machine,, so if i only learn pyjthon will it be sufficient for me get a good job,,yeah ill be applying to those companies which demands python knowledge ,,

31. You should give English subtitles in your video so that person like me can understand the whole thing because I am weak in understanding English accents spoken by people.
Cause I have no English environment of conversation.
I am a Hindi and Sindhi native speaker.
If you give English subtitles also, you can help us learning math and English as well.
Your video is so qualitiful but it is useless for me. Cause lack of subtitles make us unable to understand the matter.