Data science software encompasses tools and programs designed to process, analyze, and visualize large sets of data. These tools often include features for data manipulation, statistical analysis, machine learning, and data visualization. Get your ready-to-go Data Science server in just a few clicks.
The original web application for creating and sharing computational documents.
JupyterLab is the latest web-based interactive development environment for notebooks, code, and data.
Apache Airflow is an open-source workflow management platform for data engineering pipelines.
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It is a type of platform and tools to analyze, model and interpret data. It encompasses such environments as Jupyter, libraries such as NumPy and TensorFlow and pipeline managers such as Airflow.
The pre-installed stack of HOSTKEY also consists of Jupyter Notebook, JupyterLab, Anaconda, and Apache Airflow. More libraries and packages can be requested as well.
Yes. You have complete root access to install whatever Python/R packages, Docker containers, or third-party software you require to do your workflows.
A little knowledge of Jupyter or Python is useful, but our one-click environments and user-friendly interfaces make it easy even for non-engineers.
Absolutely. All of the environments are executed on GPU-enabled servers (RTX, A100, H100) with pre-installed CUDA and cuDNN drivers.
Majorities of the deployments occur in less than 15 minutes. We also have instant server solutions where the software is already loaded and ready to use.
Yes. We have TIER III data centers, DDoS protection, and encrypted connection. You have complete control over access to data and data backups.
Accelerate your data initiatives by running high-performance, seamless environments that are optimized to run data science software. At HOSTKEY, we provide scalable servers that come with data science software tools that are industry standards, and your team can be ready to execute an idea in minutes. Cut the setup hassle and get to model training, data analysis, and machine learning quicker and more efficiently than before.
Data science software Data science software is a platform and framework that is used to gather, clean, analyze, and visualize large amounts of data. It has statistical computation, machine learning model development and orchestration tools. Such tools are necessary to businesses and researchers who want to derive value out of data.
Although you are able to run such tools on local machines, scaling becomes an issue. This is why it is better to host them on dedicated GPU servers. The use of rented server to run data science software tools offers:
By selecting pre-installed software when you rent a server, you eliminate time and compatibility issues and get your team up and running immediately without struggling with configuration, missing dependencies, and so on.
HOSTKEY provides the most popular data science software tools, which are already pre-configured and tuned:
Suggested hardware specifications of these tools:
HOSTKEY is one of the most popular AI, ML, and data science infrastructure providers. We integrate the best hardware and the best service reliability:
You do not simply acquire servers. You obtain a battle-proven platform that is aimed at real-world data science problems.
The data science software tools are not universal, but instead, they are flexible and essential to various audiences:
Build models, train them using high-performance GPUs and scale experiments without thinking about compute constraints.
Offer standardized environments to students and researchers that are simple to access, manage and scale.
Accelerate MVPs and proofs of concept by deploying tools in real time- no devops overhead, no idle time.
Get real-time insights, dashboards, and data visualization with Anaconda and Jupyter off secure remote environments.
Use Python, R, and APIs to create, test and deploy data-driven applications directly in the cloud.
You can start your server in three steps with fully configured data science software tools:
Select a server
Choose a GPU instance that fits your workload, light, medium, or high-performance.
Choose ready-made tools
Select Jupyter, Anaconda, Apache Airflow, and others. We installed it on your behalf- no manual installation.
Deploy and remote access
Begin immediately at any place, with safe SSH or web-based access panels.
Launch your GPU-powered stack with HOSTKEY today—with pre-installed data science software tools, expert support, and flexible pricing.