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Mathematics fundamentals for ML AI (for dummies like me)

csrcsr

By csrcsr
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csrcsr LEGEND

csrcsr

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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

 

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csrcsr
csrcsr

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 yo

yslokesh
yslokesh

Haaa...Tenth class lo SET theory lo: What is a function?  Ani adigithe, andharoo chebutaaru: "No two ordered pairs will have the same first co-ordinate" ani.. kaani computing theory lo idhi

Spartan
Spartan

local community colleges lonmath classes offer chestaru they are also good i did one for statistics last year 

Spartan PRODUCER

Spartan

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local community colleges lonmath classes offer chestaru they are also good

i did one for statistics last year 

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csrcsr LEGEND

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  On 2/1/2025 at 4:11 AM, Spartan said:

local community colleges lonmath classes offer chestaru they are also good

i did one for statistics last year 

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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 

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Spartan PRODUCER

Spartan

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  On 2/1/2025 at 4:31 AM, 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 

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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

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a4apple Jr Artist

a4apple

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  On 2/1/2025 at 4:35 AM, 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

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Miru programming expert anukunna

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csrcsr LEGEND

csrcsr

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  On 2/1/2025 at 4:47 AM, a4apple said:

@csrcsr Will start doing this book. Ematram gurtunnayo concepts 

 

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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

 

 

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a4apple Jr Artist

a4apple

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  On 2/1/2025 at 4:50 AM, 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

 

 

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What is 3blue1brown ? 

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a4apple Jr Artist

a4apple

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  On 2/1/2025 at 4:50 AM, 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

 

 

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

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Spartan PRODUCER

Spartan

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  On 2/1/2025 at 4:41 AM, a4apple said:

Miru programming expert anukunna

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nenu chese programming is different

it was more of doing learning

programming for stats ai ml its different

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csrcsr LEGEND

csrcsr

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  On 2/1/2025 at 4:58 AM, a4apple said:

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

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Book is good anta

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kevinUsa LEGEND

kevinUsa

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  On 2/1/2025 at 4:35 AM, 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

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Fee enta u untadi

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MACH Hero

MACH

Posted
Posted
  On 2/1/2025 at 4:08 AM, 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

 

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damn

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