Deep Learning A-Z 2023: Neural Networks, AI & ChatGPT Prize

Course content

• Welcome to the course!
• Part 1 – Artificial Neural Networks
• ANN Intuition
• Building an ANN
• Part 2 – Convolutional Neural Networks
• CNN Intuition
• Building a CNN
• Part 3 – Recurrent Neural Networks
• RNN Intuition
• Building a RNN
• Evaluating and Improving the RNN
• Part 4 – Self Organizing Maps
• SOMs Intuition
• Building a SOM
• Mega Case Study
• Part 5 – Boltzmann Machines
• Boltzmann Machine Intuition
• Building a Boltzmann Machine
• Part 6 – AutoEncoders
• AutoEncoders Intuition
• Building an AutoEncoder
• Annex – Get the Machine Learning Basics
• Regression & Classification Intuition
• Data Preprocessing
• Data Preprocessing in Python
• Logistic Regression
• Congratulations!! Don’t forget your Prize