various programming languages can be used (Python, R, Julia)Īs we have said, the cloud solution for launching Jupyter Notebook is already available from many leading vendors, including:.

extensible solutions by installing libraries.

support interactive data science and scientific computing.

each piece of code can be run separately.

can be installed on the server and on the local computer.

Jupyter Notebook has very interesting properties as a development environment: Jupyter Notebook is a very interesting IDE, In fact, it is also the de facto standard for developers of neural networks, machine learning, and artificial intelligence. Well, in general, this system is very common in the community, is used in huge projects and is free to use.

availability of rapid prototyping system on Keras.the availability of ready-made and proven mathematical methods for neural networks.one of the most powerful computing environments.Why Tensorflow? Because it allows the following functionality: Therefore, the cloud provider described in this article is an example, and you can find a similar approach for running Jupyter Notebook for your cloud provider. Such solutions are now available on the market from major cloud service providers. These cloud solutions can be multi-purpose, for solving general problems, or specialized for solving narrow problems such as in the fields of natural language processing, computer vision, etc. There is no doubt that now in many cloud systems all kinds of solutions are available for machine learning and artificial intelligence. It’s very good if such a cloud service is available in a free account. So, let's choose one of the cloud services to run Python in the Jupyter Notebook and find out what other features are available in this environment. This task can be useful both to students for practical work and in real projects for solving real problems.

In practice, quite often there will be a need to run Jupyter Notebook in the cloud, wanting to spend as little effort as possible on it and still get a reliable and efficient computing environment. How to run Jupyter notebook with Tensorflow in the cloud

Jupyter notebook online cloud