Keras Courses and Certifications

Jeff Heaton

Keras Convolutional Neural Networks for MNIST and Fashion MNIST

Build and evaluate Keras convolutional neural networks for handwritten digit and fashion-item classification with MNIST and Fashion MNIST.

• YouTube
• 24 minutes
• Self-Paced
• Free Video

Valerio Velardo - The Sound of AI

How to Implement a Variational Autoencoder in Python and Keras

Implement a Variational Autoencoder in Python and Keras, from modifying the encoder bottleneck and loss to training and visualising its latent space.

• YouTube
• 33 minutes
• Self-Paced
• Free Video

Valerio Velardo - The Sound of AI

How to Implement Autoencoders in Python and Keras - The Encoder

Implement an autoencoder’s encoder in Python and Keras, adding convolutional layers and a bottleneck with TensorFlow.

• YouTube
• 44 minutes
• Self-Paced
• Free Video

Intro to TensorFlow for Deep Learning

48 ratings at Udacity

Developed by Google and Udacity, this course teaches a practical approach to deep learning for software developers.

• Udacity
• 17 hours
• Self-Paced
• Free Online Course

Introduction to TensorFlow in Python

56 ratings at DataCamp

Get an Introduction to TensorFlow Not long ago, cutting-edge computer vision algorithms couldn’t differentiate between images of cats and dogs.

• DataCamp
• 4 hours
• Self-Paced
• Free Trial Available

Image Processing in Python

Much of the data in the world are formatted as images.

• DataCamp
• 12 hours
• Self-Paced
• Free Trial Available

Introduction to TensorFlow in R

Learn how to use TensorFlow, a state-of-the-art machine learning framework that specializes in the ability to develop deep learning neural networks.

• DataCamp
• 4 hours
• Self-Paced
• Free Trial Available

Natural Language Generation in Python

Imitate Shakespear, translate language and autocomplete sentences using Deep Learning in Python.

• DataCamp
• 4 hours
• Self-Paced
• Free Trial Available

Deep Learning A-Z [2026]: DL, AI in Python & AWS + LLM Prize

49884 ratings at Udemy

Learn to build and train Deep Learning models in Python from two Machine Learning & AI experts. Code templates included.

• Udemy
• 22 hours 33 minutes
• Self-Paced
• Paid Course

Weights & Biases

Enhance Low Light Images Using Keras, Python and Weights & Biases

Train a compact Zero-DCE model on unlabelled dark images for fast low-light enhancement.

• YouTube
• 36 minutes
• Self-Paced
• Free Video

Eran Feit

Convolutional Neural Networks - Deep Learning Basics with Python, TensorFlow and Keras

Build and train a TensorFlow/Keras convolutional neural network to classify chess piece images, then test predictions on new images.

• YouTube
• 41 minutes
• Self-Paced
• Free Video

Jeff Heaton

Deep Neural Network Autoencoders in TensorFlow and Keras - Part 1

Build autoencoders in TensorFlow and Keras for function approximation, image reconstruction, and denoising.

• YouTube
• 22 minutes
• Self-Paced
• Free Video

Valerio Velardo - The Sound of AI

Audio Processing in Keras with Kapre

Learn to embed mel-spectrogram and other audio transformations directly into Keras models with Kapre for GPU-accelerated, trainable preprocessing.

• YouTube
• 28 minutes
• Self-Paced
• Free Video

Valerio Velardo - The Sound of AI

Building and Training an Autoencoder in Keras - TensorFlow - Python

Build and train an autoencoder in Python with Keras and TensorFlow using encoder-decoder architecture and the MNIST dataset.

• YouTube
• 27 minutes
• Self-Paced
• Free Video

HuggingFace

NLP Workflows with Keras

Learn to build and compare basic NLP models in Keras, from text vectorization and bag-of-words to bigrams, embeddings, and recurrent networks.

• YouTube
• 41 minutes
• Self-Paced
• Free Video