Keras Courses and Certifications

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

Learn to build and train neural networks using Keras and TensorFlow. Master data processing, CNN creation, fine-tuning, and transfer learning for practical deep learning applications.

• freeCodeCamp
• 2-3 hours
• On-Demand
• Free Video

Valerio Velardo - The Sound of AI

Audio Processing in Keras with Kapre

Learn to process audio in Keras using Kapre, exploring its advantages, features, and implementation. Discover how to embed audio transformations within deep learning models for optimized GPU-based calculations and easier deployment.

• YouTube
• 28 minutes
• On-Demand
• Free Video

Prodramp

Create and Visualize Your First Convolutional Neural Network in Python

Learn to create and visualize a Convolutional Neural Network (CNN) in Python, covering key concepts like convolution, pooling, flattening, and dropout with practical examples and code implementation.

• YouTube
• 58 minutes
• On-Demand
• Free Video

Prodramp

An AI Engineer's Guide to Machine Learning with Keras

Comprehensive guide to building and evaluating machine learning models using Keras, covering data preparation, model creation, training, and performance analysis with practical examples.

• YouTube
• 35 minutes
• On-Demand
• Free Video

LiquidBrain Bioinformatics

Word Embedding with Keras - A RStudio Tutorial

Learn word embedding techniques using Keras in RStudio. Covers theory, concepts, and practical implementation, including Keras basics and machine learning fundamentals for natural language processing.

• YouTube
• 42 minutes
• On-Demand
• Free Video

Jeff Heaton

Keras Convolutional Neural Networks for MNIST and Fashion MNIST

Explore convolutional neural networks for image processing, focusing on MNIST and Fashion MNIST datasets. Learn about CNN architecture, training, and evaluation for advanced deep learning applications.

• YouTube
• 24 minutes
• On-Demand
• Free Video

DigitalSreeni

Data Augmentation Using Keras

Explore image augmentation techniques using Keras, including reshaping and multiclass augmentation, to enhance your deep learning models.

• YouTube
• 20 minutes
• On-Demand
• Free Video

TensorFlow

Keras Preprocessing Layers

Learn to streamline model development with Keras Preprocessing Layers. Build end-to-end models, transform inputs, and improve performance using tf.data and multi-worker training.

• YouTube
• 37 minutes
• On-Demand
• Free Video

Weights & Biases

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

Learn to enhance low-light images using Zero-DCE, an unsupervised technique implemented with Python, Keras, and Weights & Biases. Explore model training, experiment tracking, and result visualization in this hands-on tutorial.

• YouTube
• 36 minutes
• On-Demand
• Free Video

Sentiment Classification with Recurrent Neural Networks

This course will teach you how to build a system for sentiment classification. You'll learn the internal intricacies of Recurrent Neural Networks and implement a sentiment classifier using an open-source Amazon product review dataset.

• Pluralsight
• 1 hour 32 minutes
• On-Demand
• Free Trial Available

Implement Text Auto Completion with LSTM

This course will teach you how to build a system for email auto-completion from scratch using Python and Keras. You'll learn the internal intricacies of LSTM networks and how they can be used to build systems for the task of text autocompletion.

• Pluralsight
• 1 hour 34 minutes
• On-Demand
• Free Trial Available

All Things Open

Deep Learning Like a Viking - Building Convolutional Neural Networks with Keras

Build a Convolutional Neural Network to recognize hand-written Viking runes using Keras, Python, and Flask. Learn CNN fundamentals and create a web application for real-time rune recognition.

• YouTube
• 45 minutes
• On-Demand
• Free Video

TensorFlow

Creating Keras 3 - An Interview with François Chollet

Explore Keras 3 creation, AI research, and AGI with François Chollet. Gain insights on intelligence, machine learning advancements, and the future of AI in this engaging discussion.

• YouTube
• 1 hour 6 minutes
• On-Demand
• Free Video

Discover AI

Introduction to KERAS 3 Core for PyTorch and JAX

Explore KERAS 3's framework-agnostic capabilities for building neural networks and transformers across TensorFlow, PyTorch, and JAX platforms with advanced customization options.

• YouTube
• 21 minutes
• On-Demand
• Free Video

Discover AI

Text Vectorization Made Easy - A Tutorial on Keras Preprocessing Layers for AI

Master text vectorization techniques in Keras preprocessing layers for transforming natural language inputs into numerical sequences and building efficient AI input processing pipelines.

• YouTube
• 27 minutes
• On-Demand
• Free Video