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

In this course, I learned how to build neural networks using Keras and Tensorflow, add hidden layers for complexity, and enhance performance with techniques like early stopping. Dive into advanced concepts like Dropout and Batch Normalization to prevent overfitting!

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