Keras Courses and Certifications

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
• Self-Paced
• Free Video

Deep Learning With Tensorflow 2.0, Keras and Python

Comprehensive deep learning series covering neural networks, CNNs, RNNs, and advanced topics using TensorFlow 2.0, Keras, and Python. Includes hands-on projects and practical applications.

• YouTube
• 14 hours
• Self-Paced
• 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
• Self-Paced
• Free Video

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
• Self-Paced
• Free Certificate

Feature Engineering

1795 ratings at Coursera

Explore feature engineering techniques to enhance ML model accuracy using Vertex AI, BigQuery ML, Keras, and TensorFlow. Learn data preprocessing, feature creation, and advanced practices.

• Coursera
• 8 hours 25 minutes
• Self-Paced
• Paid Course

Build, Train and Deploy ML Models with Keras on Google Cloud - 日本語版

このコースでは、TensorFlow 2.x 入力データ パイプラインの設計と構築、TensorFlow 2.x と Keras を使用した ML モデルの構築、ML モデルの精度の改善、スケーリングに対応した ML モデルの作成、特殊な ML モデルの作成について説明します。

• Coursera
• 12 hours 23 minutes
• Self-Paced
• Paid Course

Build, Train and Deploy ML Models with Keras on Google Cloud - Español

Aprende a diseñar y crear canalizaciones de datos, modelos de AA con TensorFlow y Keras, mejorar su precisión y escribir modelos escalables y especializados en Google Cloud.

• Coursera
• 12 hours 23 minutes
• Self-Paced
• Paid Course

Build, Train and Deploy ML Models with Keras on Google Cloud - Français

Apprenez à concevoir, créer et améliorer des modèles de machine learning avec TensorFlow et Keras. Explorez les pipelines de données, l'API Keras et l'entraînement à grande échelle sur Vertex AI.

• Coursera
• 13 hours 8 minutes
• Self-Paced
• Paid Course

Build, Train and Deploy ML Models with Keras on Google Cloud - Português Brasileiro

Aprenda a criar pipelines de dados, desenvolver modelos de ML com TensorFlow e Keras, e melhorar a acurácia em escala usando o Google Cloud. Aborda desde conceitos básicos até técnicas avançadas.

• Coursera
• 13 hours 8 minutes
• Self-Paced
• Paid Course

Build, Train and Deploy ML Models with Keras on Google Cloud - 한국어

이 과정에서는 TensorFlow 2.x 입력 데이터 파이프라인 빌드, TensorFlow 2.x 및 Keras를 사용한 ML 모델 빌드, ML 모델의 정확성 개선, 사용 사례 확장을 위한 ML 모델 작성, 전문 ML 모델 작성에 대해 다룹니다.

• Coursera
• 12 hours 23 minutes
• Self-Paced
• Paid Course

Build, Train and Deploy ML Models with Keras on Google Cloud - Italiano

Progettazione e implementazione di pipeline di dati, creazione di modelli ML con TensorFlow e Keras, miglioramento dell'accuratezza e sviluppo di modelli scalabili e specializzati.

• Coursera
• 13 hours 8 minutes
• Self-Paced
• Paid Course

AI Capstone Project with Deep Learning

700 ratings at Coursera

Apply deep learning to real-world challenges: load data, build and validate models, and present results. Gain hands-on experience with image classification using pre-trained networks like ResNet and VGG16.

• Coursera
• 14 hours 34 minutes
• Self-Paced
• Paid Course

Deep Learning: Advanced Natural Language Processing and RNNs

7464 ratings at Udemy

Natural Language Processing (NLP) with Sequence-to-sequence (seq2seq), Attention, CNNs, RNNs, and Memory Networks!

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

Recommender Systems and Deep Learning in Python

6243 ratings at Udemy

The most in-depth course on recommendation systems with deep learning, machine learning, data science, and AI techniques

• Udemy
• 12 hours 49 minutes
• Self-Paced
• Paid Course

New York Institute of Finance;  Google Cloud

Using Machine Learning in Trading and Finance

379 ratings at Coursera

Explore machine learning techniques for advanced trading strategies, including quantitative, pairs, and momentum trading. Learn to design, build, and back test models using TensorFlow and Keras.

• Coursera
• 7 hours 58 minutes
• Self-Paced
• Paid Course