Advanced Deep Learning Mastery End to End ™
Unlock the Power of Artificial Neural Networks, CNNs, RNNs, GANs, and Transfer Learning for Real-World AI Applications
3
students
8 hours
content
Jan 2025
last update
$44.99
regular price
What you will learn
Introduction to Deep Learning
Applications of Deep Learning in Real-World Scenarios
Artificial Neural Networks (ANN) - The Backbone of Deep Learning
Backpropagation - The Heart of Artificial Neural Networks
Applications of Artificial Neural Networks (ANN) in Real-World Scenarios
Convolutional Neural Networks (CNN) Explained
Applications of Convolutional Neural Networks (CNN) in Real-World AI
Convolutional Neural Network (CNN) Deep Dive
Introduction to Recurrent Neural Networks (RNN)
Vanishing and Exploding Gradient Problem in Deep Learning
Applications of Recurrent Neural Networks (RNN) in Real-World AI
Long Short-Term Memory (LSTM) Networks
Applications of LSTM
Application: Short-Term Memory LSTM in AIML
Gated Recurrent Unit (GRU) Simplified
Gating Mechanisms in GRU
Applications of Gated Recurrent Unit (GRU) Networks
GANs - The Future of Data Generation
Applications of GANs - Revolutionizing AI
What is Transfer Learning?
Pre-trained Models (VGG, ResNet, Inception)
Classification Metrics (Accuracy, Precision, Recall, F1-Score, AUC-ROC)
Regression Metrics (Mean Squared Error, R-Squared)
Loss Functions (Cross-Entropy, Mean Squared Error)
Screenshots
6327721
udemy ID
12/7/2024
course created date
12/29/2024
course indexed date
Bot
course submited by