Introduction to Supervised ML

Linear Regression

Performance metrics of Regression

Quiz 2(a): Supervised ML & Linear Regression Knowledge Test

Logistic Regression

Performance metrics of Classification

Quiz 2(b): Logistic Regression & Classification Performance Metrics Test

Decision Tree

Support Vector Machine

Quiz 2(c): Decision Tree & Support Vector Machine Knowledge Test

Naive Bayes

Random Forest

Quiz 2(d): Naive Bayes and Random Forest Knowledge Test

Introduction to Unsupervised Learning

Unsupervised Leaning Algorithms

Quiz 3(a): Unsupervised Knowledge Test

Kmeans

Elbow Method

Performance measurement of Clustering

Quiz 3(b): Clustering Knowledge Test

Essentials of Deep Learning

Quiz 4(a): Deep Learning Essential Knowledge Test

ANN

Quiz 4(b): ANN Knowledge Test

CNN

Quiz 4(c): CNN Knowledge Test

RNN

Quiz 4(d): RNN Knowledge Test