||::::::- Machine Learning .

[samsungi7]

Machine learning gena ubala danna dewal pissek wage ........pissek wage..... kotagena payanko yakuu ...

 

[RandomGuy]

lol

 

[LazyLizard]

ඕකට data mining කියලත් කෑල්ලක් අමුණනව නේද ​

 

[samsungi7]

ඕකට data mining කියලත් කෑල්ලක් අමුණනව නේද ​

Ow machan.

 

[Hasantha125]

kisima deyak danne na....

 

[samsungi7]

kisima deyak danne na....

Rep +4 .

 

[sdglhm]

දන්න ඒව ටිකක් තියෙනව. කොයි වගේ ප්‍රශ්ණයක්ද තියෙන්නෙ

 

[samsungi7]

දන්න ඒව ටිකක් තියෙනව. කොයි වගේ ප්‍රශ්ණයක්ද තියෙන්නෙ

mata machan basic idea tikak ona ewagema Machine learning eke tiyena sub fields tikath ona..

 

[RandomGuy]

mata machan basic idea tikak ona ewagema Machine learning eke tiyena sub fields tikath ona..

speech recognition, voice recognition, object detection in images, classification, intent extraction from natural language, spam detection wage ewa walata use karanawa. tech support wage services email categories karanna use karanawa. api messages type karanakota next word eka predict karala kiyanneth machine learning walin implement karapu predictive model ekakin (danna widiyata). mewa thamai mama danna widiyata generic use-case scenarios. weradi nam danna kenek correct karanna.

thawa rare ewa godak thiyenawa. example ekak widiyata trading wage areas wala use karanawalu illegal patterns identify karaganna. tradersla use karanawalu market patterns identify karaganna.

Deep Mind wage companies danata thiyena machine learning algorithm enhance karala wedi capabilities thiyena system hadanawa.

ML wala popular algorithm godak thiyenawa. eka eka use case scenario anuwa eka eka algo type suitable wenawa. deep neural network, recurrent neural network, support vector machine, random forest wage algo thiyenawa. example ekak widiyata, binary classification wage weda karanna samahara ewa implement karala thiyenawa. regression wage ewa karanne samahara algo walin.

Algorithm type gena meken balanna:
http://scikit-learn.org/stable/tutorial/machine_learning_map/

ML gena podi idea ekak ganna (from the programmers perspective) me video series eka balanna (danna widiyata meke use karanne tensorflow kiyala ML library ekak):

Python, R wage languages godak use karanawa ML weda walata (specially for researches). Python wala nam PyBrain, SKLearn wage ML library thiyenawa. Tensorflow thiyenawa.

SKLearn:
http://scikit-learn.org/stable/

ML type weda walatama python use karanawanam Anaconda kiyala wenama python distribution ekak thiyenawa. eke mathematical/scientific computing, ML, computer vision wage ewa walata ona keli beli ekkama eka package ekaka enawa.

Anaconda:
https://www.continuum.io/downloads

ML gena godak seriously igenaganna ona nam, ML algo walata adala maths ekkama follow karana eka hodai.

 

[rsami]

mageth asama feild ekak. moratuwe Data Science Msc eka karanwa oya feild ekata tiyena asawa nisama me dawas wala

 

[^Buddhika^]

lectures thinawa Stanford ,caltech,MIT thunema youtube eke

 

[^Buddhika^]

godak update wena field eka nitharama theories igena ganna kiyawala

 

[DChathu30]

ඕකට මැත පට්ටෙටම ඕනද බන්?