Keras Courses and Certifications

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

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

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

Pysource

Computer Vision with Keras

Master computer vision fundamentals using Keras and OpenCV through hands-on model building, from basic layers to implementing VGG16 architecture for image classification.

• YouTube
• 3 hours 5 minutes
• On-Demand
• Free Video

【Kaggleで学ぼう】Python と Keras で学ぶディープラーニング開発入門

965 ratings at Udemy

データサイエンスの基礎を学んで、目指せKaggler (カグラー) ! TensorFlowとKerasで短期間にディープラーニングによるAI開発手法を学び、Kaggleコンペティションに挑戦し、データサイエンティストとして活躍しよう！

• Udemy
• 3 hours 58 minutes
• On-Demand
• Paid Course

Great Learning

Keras Tutorial With TensorFlow - Building Deep Learning Models With Python

Learn to build deep learning models using Keras and TensorFlow in Python. Covers data preparation, neural network construction, and practical implementation with hands-on examples.

• YouTube
• 1 hour 24 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

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

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

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

KerasNLP Tutorial: Exploring KERAS Toolbox and NLP Processing Library for BERT in TensorFlow 2 - 2023

Explore the latest KerasNLP toolbox for building and customizing BERT transformer models, with hands-on guidance for both pre-trained and domain-specific implementations using TensorFlow 2.

• YouTube
• 36 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

Keras Tutorial - Neural Network Architectures and Advanced Concepts - Part 2

Learn advanced deep learning concepts including neural networks, VGG, residual connections, autoencoders, and GANs. Explore batch processing, reproducibility, and practical implementation in Keras.

• YouTube
• 2 hours 16 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