Principle Component Analysis (PCA) Solved Example
K-Means Clustering Solved Example
Logistic Regression Solved Example
Multiple Linear Regression Solved Example
Simple Linear Regression Solved Example
TensorFlow and Keras
Loss Functions
Model and Hyper Parameters
Regularization Techniques
Back Propagation with Numerical Example
Probability Basics
Special Kinds of Vectors and Matrices
Linear Algebra Operations – ML/DL
Introduction to Linear Algebra ML
Simple Perceptron Network with solved Example
Activation Functions
Important Terminologies in ANN
Types of Learning
Basic Models of ANN
Introduction to Artificial Neural Networks
Difference between AI, ML, NN and DL
Process of Building CNN from Scratch
Convolution, Stride, padding, and pooling in CNN
Building Blocks of Convolutional Neural Networks
What is a Convolutional Neural Network?
BAM Neural Network with Solved Example
Hetero Associative Network with Solved Example
ADALINE WITH SOLVED EXAMPLE
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