In today's society, artificial intelligence (AI) technology has begun to be gradually applied in all walks of life. According to the report, in the next three years, 85% of CIOs will invest in AI in the next three years. Relying on big data, data scientists build data models and algorithms through AI accelerators to empower the intelligent process of various industries. The Dell Precision Data Science Workstation, which specializes in AI solutions, simplifies the process of data scientists deploying AI platforms and accelerates the process of developers' projects with powerful computing power to promote the intelligent development of various industries.
The powerful computing power of the data science workstation helps data scientists
With the accumulation of data in the era of big data, the development of new infrastructure technologies, computing power, and the improvement of AI models and algorithms, data science can be applied in all walks of life. Among them, the application of AI is the most prominent and explosive growth.
The realization of AI usually involves three stages: data preparation, model development and training, and model deployment. The whole process has high requirements on the computing power of the platform. Ordinary PCs cannot meet the demand for equipment computing power and stability of AI projects with huge data volumes. When the collected data becomes more diverse and the algorithm strength becomes higher and higher, only servers, clouds, and data science workstations can provide technical support for AI.
Compared with workstations, computing on cloud platforms and servers is more expensive, and it often takes a long time to upload massive amounts of data. Therefore, in the development and deployment phase of AI projects, data science workstations have more advantages:
●Satisfy users' office needs anytime, anywhere, without having to go to the places accessed by the server;
●You can carry out free tests in the test phase, and easily load container development kits or platforms;
●Data science workstation allows operators to iterate or modify algorithms and models at will;
●More economical and efficient;
●Data localization, you can easily change the data;
●The hardware configuration can be customized according to the different needs of developers.
Dell Precision data science workstation efficiently empowers data insights
The realization of AI technology requires a complex and intelligent software and hardware platform. For a long time, data scientists have discovered that they spend a lot of time assembling and repairing platforms. Equipping a new data science platform often takes days or even weeks of trial and error. Faced with this pain point, Dell Precision data science workstation solutions have brought good news to data scientists.
Start-up and use: Through cooperation with NVIDIA and manufacturers of operating systems and AI development platforms, Dell Precision data science workstations are hardware configured and pre-loaded before leaving the factory. Dell Precision data science workstations using NVIDIA technology are equipped with NVIDIA Quadro A collection of RTXTM GPU and NVIDIA CUDA-X AITM accelerated data science software resources, including AI development software such as RAPIDS, TensorFlow, PyTorch and Caffe, allows modern computing applications to benefit from the NVIDIA GPU computing platform. This allows users to prepare data models and develop AI immediately after unpacking the Dell Precision data science workstation.
【Precision 5820 Tower Workstation】
Rich optional specifications: Dell Precision workstations have a wide range of product lines, as well as data science workstations specifically for the field of data science. Including 7000 series high-end mobile workstations with powerful computing performance and GPU graphics, Precision 5820 tower workstations that support multiple GPU graphics, and Dell's most powerful and scalable 7000 series tower workstations and rack workstations.
Reliable stability and worry-free compatibility: Dell Precision workstations equipped with enterprise-class high-performance professional components have high-performance storage and large-capacity memory. It is also equipped with error checking and correction ECC memory which is extremely important for data science to prevent blue screens or data reading failures during software, data call or big data parallel computing. Dell's own patented technology, Intelligent Error Correction Memory (RMT), can further prevent memory errors caused by hardware problems. When the hardware fails, a chip on the workstation motherboard can automatically shield the broken part of the hardware, allowing the memory to continue to run stably and reducing downtime. When data scientists are doing AI projects, workstation compatibility is often an important consideration. Because if the software required for the project is not compatible, it will take a lot of time to reload and test. Dell Data Workstation has AI platform, operating system, development kit and extensive software certification.
【Precision 7000 series workstation】
Let the data computing speed take off: These data science workstations are equipped with NVIDIA GPU Dell data workstations, and their hardware acceleration is an order of magnitude faster than ordinary CPUs, and the iteration time of model training can be shortened from hours to minutes or even seconds. Iterative training that usually takes several days can also be completed within a few hours. It greatly saves the time of data scientists training models.
【Precision 7000 series mobile workstation】
Empowering data science work with AI: Dell Precision Data Science Workstation is not only a powerful tool in the field of data science work, when data scientists open it, they can feel the efficiency improvement and convenience brought by many AI functions. For example, smart perception: use proximity sensors to sense the arrival of users within one meter. That is, the user gets up, the screen is locked, security protection is strengthened, and the user returns to the seat, Precision will automatically log in through face recognition to continue to support the user's work. In addition, AI can learn user battery usage habits to optimize battery life and choose the best charging strategy. The built-in intelligent tuning software Dell Optimizer can automatically tune commonly used software according to user habits, improve performance, and make the system run more smoothly and stably.
Dell Precision Data Science Workstation is helping data scientists with stronger computing power, performance, stability and compatibility, and insight into the future from massive amounts of data in an efficient way. In addition to providing products, solutions, and technical support for data science work, Dell Technology Group is also leveraging the strengths of technology companies to actively help train "future data scientists" and promote the development of China's data science industry. Dell Technology Group has set up joint Maker Labs with 10 double first-class universities in China, participated in the industry-university cooperative education projects of dozens of universities, and won the Best Partner Award from the Ministry of Education for 4 consecutive years. Recently, Dell Technology Group and Fudan University jointly developed the country's first artificial intelligence/autonomous driving offline practical course. The course brings together many technical and industry experts, focuses on AI technology, teaches students to start from practical operations, connects the basic theoretical framework and process of autonomous driving, creates an immersive teaching experience, practices in-depth integration of production, education and research, and helps college students connect AI and big data And other cutting-edge technologies.