Deep Learning Courses

Course 1: Keras with TensorFlow Course - Python Deep Learning and Neural Networks for Beginners Tutorial.

In this course, I learned how to use Keras, a neural network API written in Python and integrated with TensorFlow. In addition, how to prepare and process data for artificial neural networks, build and train artificial neural networks from scratch, build and train convolutional neural networks (CNNs), implement fine-tuning and transfer learning, and more!

Link: https://www.youtube.com/watch?v=qFJeN9V1ZsI

Course 2: Intro to Deep Learning from Kaggle.

In this course, I discovered how to create neural networks using tools like Keras and Tensorflow. I also learned to make them more powerful by adding hidden layers. Plus, I picked up cool tricks like early stopping to improve their performance. We even tackled preventing overfitting using techniques like Dropout and Batch Normalization.

Link: https://www.kaggle.com/learn/intro-to-deep-learning