Keras Fundamentals

Обновлено 03.2026

Take your machine learning skills to the next level. Use the Keras library to create and optimize neural networks to model complex data types.

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Описание трека

Keras Fundamentals

In this track, you'll expand your deep learning knowledge and take your machine learning skills to the next level. Working with Keras, you’ll learn about neural networks, the deep learning model workflows, and how to optimize your models. Throughout the track, you'll use deep learning techniques to solve real-world challenges, such as predicting housing prices, and building neural networks to model images and text. By the end of the track, you'll be ready to use Keras to train and test complex, multi-output networks and dive deeper into deep learning.

Предварительные требования

Для участия в этом курсе никаких предварительных требований нет.

Course
4
Introduction to Deep Learning with Keras
Learn to start developing deep learning models with Keras.
Course
5
Advanced Deep Learning with Keras
Learn how to develop deep learning models with Keras.
Course
6
Image Modeling with Keras
Learn to conduct image analysis using Keras with Python by constructing, training, and evaluating convolutional neural networks.
Course
7
Recurrent Neural Networks (RNNs) for Language Modeling with Keras
Learn how to use RNNs to classify text sentiment, generate sentences, and translate text between languages.
Project
Бонус
Building an E-Commerce Clothing Classifier Model with Keras
Automate e-commerce processes with image classification.