Keras
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What is Keras?
Keras is a high-level, user-friendly neural networks API written in Python. It acts as an interface for several lower-level backends like TensorFlow, CNTK, and Theano. This allows developers to quickly prototype and build deep learning models without needing to delve into the complexities of the underlying computational frameworks. Keras focuses on enabling fast experimentation through its modularity, ease of use, and support for various neural network layers and optimizers.
Free resources to learn Keras
- CourseGetting Familiar with Keras
- Official docsKeras
- Open sourceKeras
- ArticleKeras Crash Course | Deep Learning, Image Modelling, RNNs and More
More in stage 31: Convolutional Neural Network
Keras: common questions
Can I learn Keras in Hindi?
This lesson is written in English. Once you sign in, open it in the interactive course and ask the AI tutor to explain Keras in Hindi or Hinglish. The tutor answers from this lesson’s own text, so it stays on the syllabus, and it runs on your own Google, OpenAI or Anthropic key.
Is this Keras tutorial for beginners?
It is lesson 121 of 150 in the free Machine Learning roadmap, in stage 31, Convolutional Neural Network. If you are new to Machine Learning, start from stage 1 and come back here in order; if you already know the earlier stages, this lesson stands on its own.