Keras Courses and Certifications

Devoxx

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

Explore convolutional neural networks using Keras to recognize Viking runes, with hands-on coding and web application integration for practical machine learning experience.

• YouTube
• 47 minutes
• On-Demand
• Conference Talk

Eran Feit

Medical Polyp Image Segmentation with U-Net and TensorFlow Keras

Step-by-step guide to implement U-Net for medical polyp image segmentation using TensorFlow/Keras, covering data preprocessing, model architecture, training, and evaluation.

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

Eran Feit

Transfer Learning Using Keras

Learn to classify car brands using transfer learning with Keras and ResNet50. Hands-on tutorial covers dataset preparation, model configuration, training, and prediction visualization.

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

WeAreDevelopers

Making Machine Learning Accessible Using Keras

Explore Keras, a user-friendly deep learning API, to make AI accessible for solving business problems. Learn about its features, APIs, model building, and integration with TensorFlow.

• YouTube
• 31 minutes
• On-Demand
• Conference Talk

EuroPython Conference

Automated Machine Learning With Keras

Explore automated machine learning with Keras Tuner and AutoKeras, enabling efficient development of high-performance deep learning models while requiring less expertise and effort.

• YouTube
• 31 minutes
• On-Demand
• Conference Talk

ChemicalQDevice

Parallel Quantum Algorithms Innovation: PyTorch, Keras, and QiML

Explore parallel quantum algorithms for machine learning using PyTorch and Keras. Enhance model accuracy and efficiency by incorporating quantum layers in neural networks.

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

Google Cloud Tech

ML Frameworks for Generative AI Development: JAX and Keras

Explore JAX and Keras frameworks for developing generative AI models, focusing on Google's Transformer architecture and Gemini models.

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

Train Your JAX Models Using model.fit(...) in Keras 3

Discover how to train JAX models with Keras 3's model.fit(...) API, explore KerasHub's pre-trained models, and learn about fine-tuning with LoRA and qLoRA, plus an introduction to Keras Recommenders.

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

Deep Learning with TensorFlow and Keras

17 ratings at edX

Become proficient with tensor operations in PyTorch. Learn how to build and train linear regression models from scratch, apply logistic regression for classification tasks, and handle data efficiently while optimizing models using gradient descent techni…

• edX
• 5 weeks, 2-4 hours a week
• On-Demand
• Free Online Course (Audit)

Enigmatic Autoencoders for Dimensionality Reduction

Dive into the world of autoencoders, mastering neural network architecture, forward propagation, and hyperparameter optimization for effective data compression and reconstruction techniques.

• CodeSignal
• 3 hours
• On-Demand
• Free Certificate

TensorFlow Techniques for Model Optimization

Master advanced TensorFlow optimization techniques, from regularization and dropout implementation to callback utilization and Scikit-Learn integration, enhancing model performance and preventing overfitting.

• CodeSignal
• 3 hours
• On-Demand
• Free Certificate

Washington University in St. Louis

Applications of Deep Neural Networks for TensorFlow and Keras

Comprehensive exploration of deep neural networks using TensorFlow and Keras, covering image processing, GANs, transfer learning, NLP, reinforcement learning, and practical applications.

• YouTube
• 17 hours
• On-Demand
• Free Video

Deep Learning with Keras

Explore deep learning with Keras, covering neural networks, face recognition, OpenPose, stock prediction, and more. Hands-on tutorials for practical AI applications.

• YouTube
• 1 hour 30 minutes
• On-Demand
• Free Video

Generative AI Engineering

Master generative AI engineering with Python, PyTorch, and LangChain to build, fine-tune, and deploy LLMs, RAG models, and AI agents through hands-on projects and advanced techniques.

• GetSmarter
• 16 weeks, 12 hours a week
• 25th Mar, 2026
• Paid Course

Enigmatic Autoencoders for Dimensionality Reduction

Discover how autoencoders compress and reconstruct data through neural networks in R, mastering unsupervised learning techniques for effective dimensionality reduction.

• CodeSignal
• 3 hours
• On-Demand
• Free Certificate