Keras Courses and Certifications

Deep Learning with Python and Keras

3409 ratings at Udemy

Understand and build Deep Learning models for images, text and more using Python and Keras

• Udemy
• 9 hours 57 minutes
• Self-Paced
• Paid Course

A Complete Guide on TensorFlow 2.0 using Keras API

2007 ratings at Udemy

Build Amazing Applications of Deep Learning and Artificial Intelligence in TensorFlow 2.0

• Udemy
• 13 hours 6 minutes
• Self-Paced
• Paid Course

Modern Computer Vision GPT, PyTorch, Keras, OpenCV4 in 2025!

1811 ratings at Udemy

Next-Gen Computer Vision: YOLOv8, DINO-GPT4V, OpenCV4, Face Recognition, GenerativeAI, Diffusion Models & Transformers

• Udemy
• 1 day 4 hours 32 minutes
• Self-Paced
• Paid Course

Coursera

Hyperparameter Tuning with Keras Tuner

71 ratings at Coursera

Use Keras Tuner to automate hyperparameter search for Keras models, applying tuning algorithms like Random Search, Bayesian Optimization, and HyperBand across model architectures.

• Coursera
• 1 hour 20 minutes
• Self-Paced
• Paid Course

EDUCBA

Chatbots with Keras & NLP: Build & Evaluate

10 ratings at Coursera

Build chatbots with Keras: preprocess text with stemming, lemmatization and TF-IDF, train Word2Vec and neural models, then evaluate generative architectures with attention mechanisms.

• Coursera
• 3 weeks, 3 hours a week
• Self-Paced
• Paid Course

Packt Career Certificate

Keras Deep Learning & Generative Adversarial Networks (GAN)

Build neural networks in Keras and GAN models on MNIST, training generator against discriminator and tuning them for image generation and data augmentation.

• Coursera
• 4 weeks, 10 hours a week
• Self-Paced
• Paid Course
• 3 courses

EDUCBA

Face Recognition with Keras: Detect & Classify

Build an end-to-end face recognition system: detect faces with MTCNN, draw bounding boxes and keypoints, generate FaceNet embeddings, and train identity classifiers in Keras.

• Coursera
• 2 weeks, 3 hours a week
• Self-Paced
• Paid Course

EDUCBA

Image Classification with Keras: Build & Optimize

Build and optimize image classifiers in Keras: set up Google Colab, prepare datasets, apply transfer learning and image augmentation, visualize CNN layers, and retrain for accuracy.

• Coursera
• 2 hours 59 minutes
• Self-Paced
• Paid Course

EDUCBA

Sentiment Analysis with RNNs in Keras

Build LSTM sentiment classifiers in Keras: tokenize and pad IMDB review text, train simple and complex RNN models, plot results, and predict review sentiment.

• Coursera
• 2 hours 41 minutes
• Self-Paced
• Paid Course

Keras ile Derin Öğrenme

Keras kullanarak derin öğrenme tekniklerini öğrenin. Kanser tespitinden görüntü işlemeye, oyun yapay zekasından LSTM'e kadar çeşitli uygulamalarla pratik yapın.

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

Deep Learning Fundamentals with Keras

31 ratings at edX

New to deep learning? Start with this course, that will not only introduce you to the field of deep learning but give you the opportunity to build your first deep learning model using thepopular Keras

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

Career Certificate

IBM AI Engineering

22321 ratings at Coursera

Build, train, and deploy deep architectures — CNNs, RNNs, autoencoders, and LLMs — with Keras, PyTorch, and TensorFlow, plus generative AI apps using RAG, Hugging Face, and LangChain.

• Coursera
• 16 weeks, 10 hours a week
• Self-Paced
• Paid Course
• 13 courses

Jeff Heaton

Programming LSTM with Keras and TensorFlow

1 rating

Explore LSTM and GRU recurrent networks, including their memory gates, and train an LSTM in Keras on sliding-window sunspot sequences.

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

Introduction to Deep Learning in Python

231 ratings at DataCamp

Discover Deep Learning Applications Deep learning is the machine learning technique behind the most exciting capabilities in robotics, natural language processing, image recognition, and artificial intelligence.

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

Keith Galli

Introduction to Neural Networks in Python - Tensorflow-Keras

An introductory, code-first guide to building and evaluating neural networks in Python with Keras and TensorFlow through progressively complex classification examples.

• YouTube
• 1 hour 1 minute
• Self-Paced
• Free Video