In this short video, we will be demonstrating through just visual animations, without any mathematics that how #lda will act as a #dimensionalityreduction technique.
If anyone is interested in knowing the complete #mathematics behind it, then the PDF having complete mathematical explanation can be found here:
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For more such detailed 3D animated explanations on other algorithms, navigate to the following link:
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Know #detailedmathematics behind #machinelearning algorithms such as #naivebayes #binarylogisticregression #multiclasslogisticregression SVM #decisiontrees #randomforests #gradientboostingmachines #gbms #xgboost #neuralnetworks #cnn #rnn #lstm #attentionmechanism #transformers #bert, along with their #detailed #fromthescratch implementation without using #scikitlearn as well as also learn how to write #productionready code and learn the implementation of these algorithms on #bigdatasets on #text #images and #tabulardata using #medium to #bigdataprocessing libraries.
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