Advanced Hyperparameter Tuning of a Multilayer Perceptron – MLP
Advanced Hyperparameter Tuning of Multilayer Perceptron - MLP, Weight Initialization, Nonlinearity (Activation Function), Optimizers, Batch Normalization, Dropout, Model Ensemble
Tag #NeuralNetwork
Deep Learning – Classification Example
Deep Learning Classification Problem - Example with sklearn breast cancer dataset - Model Creation and Evaluation
How Neurons work? and How Artificial Neuron mimics neurons of human brain?
We will learn about the basic idea of Artificial Neural Network and how the idea is extracted from our human brain.
Artificial Intelligence – A brief Introduction and history of Deep Learning
What is Artificial Intelligence (AI)? Machine Learning, Neural Network, Natural Language Processing (NLP), A brief history of Deep learning.
What are the Loss Functions for a Deep Learning model?
Loss Functions for a Deep Learning model
Optimizers in Neural Network
Optimizers for Neural Network, Standard Optimizers, Adaptive Optimization Algorithms, Usage with keras optimizers