CSRKG

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CSRGK is your one-stop destination to learn core computer science concepts in an easy and practical way. From programming, data structures, algorithms, AI/ML...

Latest Videos

Feature engineering NORMALISATION TECHNIQUES

Hyper parameters in deep learning

MAE vs MSE loss types in machine learning

Mathematics behind the ANN (artificial neural network) #deeplearning

Ensemble methods bagging boosting mathematically

Types of gradient descent

Decision tree Classification

K-means clustering algorithm

Naive bias classification

Gradient descent method for linear regression

Linear regression algorithm

Hypothesis space and inductive bias in machine learning

Training a first simple machine learning model(idea behind)

Machine learning basics

REGULARISATION ( lasso L1 and Ridge regularisation L 2)

Precision and recall trade off #machinelearning #roccurve

Roc curve #machinelearning #roccurve

Hierarchical clustering#machinelearning

Decision tree-3 regression #machinelearning

Decision tree-2 and related questions #machinelearning

Decision tree-1 impurity gini index entropy #machinelearning

SVM-4 kernel trick and support vector regression #machinelearning #machinelearningalgorithms

SVM-3 Soft margin classifier slack variable#machinelearning

SVM-2 lagrange multiplier alpha and final predictions #machinelearning #supoortvectormachine

SVM-1 (maximise margin subject to constraints) #svm #machinelearning

principal component analysis -1(PCA) #machinelearning #machinelearningalgorithms #pca

principal component analysis -2 (PCA) #machinelearning #pca

Principal component analysis-3(PCA) #machinelearning #pca

outlier management #machinelearning #outliers

one hot encoding technique #datapreprocessing #machinelearning