Lesson 2 – Image Classification with single label and multi label

Lesson 3 – PreTrained Models and their Applications

Lesson 4 – Deep Learning ResNet and AlexNet Architectures for Image Classification

Lesson 5 – Set up Google Colab for Writing Python Code

Lesson 6 – Connect Google Colab with Google Drive to Read and Write Data

Lesson 7 – Read Data from Google Drive to Colab Notebook

Lesson 8 – Perform Data Preprocessing for Image Classification

Lesson 9 – Single Label Image Classification using ResNet and AlexNet PreTrained Models

Lesson 10 – Multi Label Image Classification using ResNet and AlexNet PreTrained Models

Lesson 11 – Introduction to Transfer Learning

Lesson 12 – Link Google Drive with Google Colab

Lesson 13 – Dataset, Data Augmentation, Dataloaders, and Training Function

Lesson 14 – Deep ResNet Model FineTuning

Lesson 15 – ResNet Model HyperParameteres Optimization

Lesson 16 – Deep ResNet Model Training

Lesson 17 – Deep ResNet as Fixed Feature Extractor

Lesson 18 – Model Optimization, Training and Results Visualization