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Mathematics fundamentals for ML AI (for dummies like me)


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Posted

local community colleges lonmath classes offer chestaru they are also good

i did one for statistics last year 

  • Upvote 2
Posted
19 minutes ago, Spartan said:

local community colleges lonmath classes offer chestaru they are also good

i did one for statistics last year 

Cool bro asalu subjrcts enduku petaro ipudu ardam avutudni and beauty is phython packages are there we should know when to use what , was amazed maths influence on all programming data structures ,modern day functional programming paradigms 

Posted
4 minutes ago, csrcsr said:

Cool bro asalu subjrcts enduku petaro ipudu ardam avutudni and beauty is phython packages are there we should know when to use what , was amazed maths influence on all programming data structures ,modern day functional programming paradigms 

agree it was a different approach in the class .. he was a retired professor from big college

planning to take Python in summer there

fee kuda takkuva ...weekly 2 classes 1hr each

  • Upvote 1
Posted
4 minutes ago, Spartan said:

agree it was a different approach in the class .. he was a retired professor from big college

planning to take Python in summer there

fee kuda takkuva ...weekly 2 classes 1hr each

Miru programming expert anukunna

Posted
Just now, a4apple said:

@csrcsr Will start doing this book. Ematram gurtunnayo concepts 

 

If you have time and you believe you are at intermediate level you should do 3blue1brown amazing undi but i am not able catch up a equatiosn chustghe kodiga bayam avytundi paina video okati post chesa he is good for beginners

 

 

Posted
1 minute ago, csrcsr said:

If you have time and you believe you are at intermediate level you should do 3blue1brown amazing undi but i am not able catch up a equatiosn chustghe kodiga bayam avytundi paina video okati post chesa he is good for beginners

 

 

What is 3blue1brown ? 

Posted
5 minutes ago, csrcsr said:

If you have time and you believe you are at intermediate level you should do 3blue1brown amazing undi but i am not able catch up a equatiosn chustghe kodiga bayam avytundi paina video okati post chesa he is good for beginners

 

 

Gotcha.. Watched first video there.. I prefer reading to videos. How is the book ? Even good books follow the inventive approach

Posted
22 minutes ago, a4apple said:

Miru programming expert anukunna

nenu chese programming is different

it was more of doing learning

programming for stats ai ml its different

Posted
17 minutes ago, a4apple said:

Gotcha.. Watched first video there.. I prefer reading to videos. How is the book ? Even good books follow the inventive approach

Book is good anta

  • Upvote 1
Posted
1 hour ago, Spartan said:

agree it was a different approach in the class .. he was a retired professor from big college

planning to take Python in summer there

fee kuda takkuva ...weekly 2 classes 1hr each

Fee enta u untadi

Posted
1 hour ago, csrcsr said:

for people who are looking for some Math refresher who did not understood the concept in school/college/uni like me (just passed for the sake of exam) or people who are not from math back ground or you just want to refresh as hobby where you can teach your kids after a decade found some interessting sources free unapdu chudandi and also share if you find any thing interesting

For people who are comfortable with math just ignore this might be too basic for you

 

Also math is not needed as we are not going to be data scientist and we are not going to develop a new LLM that is correct but to use which algo to use in what scenarios you need some fundamentals (at least i am lacking) no harm in learning as said earlier worst case mee kids ki chepochu when they grow up

 

if you want deeper study this book is good but i am getting lost nenu only linear algebra start chesanu 

https://mml-book.github.io/book/mml-book.pdf

geekforgeek which is usually basics but they covered the topics which you need to be comfortable 

https://www.geeksforgeeks.org/machine-learning-mathematics/

 

if you want to learn deeper https://www.youtube.com/@3blue1brown best channel hands down but it can get advanced and more time

for some fundamentals interestingly not popular channel this guy explained very well

 

damn

Posted
15 hours ago, Spartan said:

nenu chese programming is different

it was more of doing learning

programming for stats ai ml its different

Gotcha

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