Getting Started with Deep Learning (NVIDIA) Course Overview

Getting Started with Deep Learning (NVIDIA) is an 8-hour course designed for those with a basic understanding of Python and familiarity with Pandas datastructures. You will explore deep learning through hands-on exercises in computer vision and natural language processing. The course covers fundamental techniques to train deep learning models, enhancing datasets through data augmentation, and leveraging transfer learning for efficiency. By the end of the course, you’ll be confident enough to tackle your own projects using modern frameworks like TensorFlow 2 with Keras.

Learning Objectives:
- Train deep learning models from scratch.
- Utilize common data types and model architectures.
- Apply data augmentation for better accuracy.
- Implement transfer learning for efficient results.

Practical applications include real-world projects in sectors like healthcare, retail, and automotive.