AI & Deep Learning
The Next Evolution in Computing
Artificial intelligence (AI) is wide-ranging branch of computer science concerned with building smart machines capable of performing tasks that typically require human intelligence. AI is an interdisciplinary science with multiple approaches, but advancements in machine learning and deep learning are creating a paradigm shift in virtually every sector of the tech industry.
Artificial Intelligence (AI) is defining the next era of computing. We see the benefits of AI every day; enabling medical research, curbing credit card fraud, reducing congestion in cities, or simply making life easier. This is just the beginning, powering change in every industry, such as Healthcare, Finance, Retail, Logistics, Manufacturing, Education, Natural language processing, Energy, Cyber security, Automotive and so on. From generative AI and speech recognition to medical imaging and improved supply chain management, AI is providing enterprises the compute power, tools and algorithms their teams need to do their life's work.
Next-Generation Workstation
AI facilitates the creation of a next-generation workplace that thrives on seamless collaboration between enterprise system and individuals. Therefore, human resources are not made obsolete, but rather, their efforts are bolstered by emerging tech. In fact, AI provides organizations with the luxury of freeing up resources for higher-level tasks.
When it comes to AI (Artificial Intelligence) workstations, ServerDirect offers powerful and customizable solutions designed to meet the intensive demands of AI research and development, including machine learning (ML), deep learning (DL), and other computational-intensive tasks. Providing hardware of manufacturer Supermicro, NVIDIA, Intel and AMD.
Advantages of Artificial Intelligence
Artificial intelligence (AI) is the ability of machines to perform tasks that normally require human intelligence, such as reasoning, learning, decision making, and problem solving. AI has many advantages over human intelligence, such as speed, accuracy, scalability, and consistency. Here are a few primary advantages of AI:
Drives down the time taken to perform a task. It enables multi-tasking and eases the workload for existing resources.
Enables the execution of hitherto complex tasks without significant cost outlays
Operates 24x7 without interruption or breaks and has no downtime
Has mass market potential, it can be deployed across industries.
Facilitates decision-making by making the process faster and smarter
Accelerating Deep Learning Research with NVIDIA DGX Station A100
From analytics, to recommender systems, to conversational AI, and more, artificial intelligence and #deeplearning are changing how we interact with technology on a daily basis. Learn how NVIDIA's internal team of researchers, led by Bryan Catanzaro, are using NVIDIA DGX Station A100 to accelerate their groundbreaking #AI research work.
Leading Brands
Intel, AMD, and NVIDIA, as market leaders, each produce reliable and high-quality hardware, both CPUs and GPUs, but some are more suited to specific tasks. It has to be determined case-by-case basis to which one provides the best CPU in any given performance tier. Choices for Windows 11 PCs and laptops. From well-priced processors that are good for anything from handling daily office tasks to creative programs or simple gaming to CPUs that offer the best architecture and driver/software updates to keep its hardware valid.
AI & Deep Learning Solutions
Here are a few who we partnered up with to provide you AI & Deep Learning purpose
solutions. Find out which one fits you best or get help from our
technical sales team (recommended).
NVIDIA
NVIDIA is the world’s engine for AI, pioneered accelerated computing to tackle challenges no one else can solve. Their work in AI and digital twins is transforming the world's largest industries and profoundly impacting society. They offer end-to-end, cloud-native software platform that accelerates data science pipelines and streamlines development and deployment of production-grade AI applications, including generative AI.
Intel
Intel the world's largest manufacturer of central processing units and semiconductors. The company is best known for CPUs based on its x86 architecture, which was created in the 1980s and has been continuously modified, revised and modernized. They also offer graphics processing units (GPUs), networking accelerators and communications and security products.
AMD
Advanced Micro Devices (AMD) is a semiconductor company, known for designing and developing computer processors and graphics technologies. Producing powerful CPUs and GPUs. You'll find AMD processors in many of today's general consumer laptops and computers. In contrast, AMD's powerful Radeon series of GPUs are often found in the most intense gaming laptops and computers.
Supermicro
Supermicro's involvement in AI is notably significant, as the company designs and manufactures high-performance, high-efficiency server and storage solutions that are ideal for AI workloads, including machine learning (ML), deep learning (DL), and other AI-driven computational tasks. Their products are engineered to meet the intensive demands of AI research, development, and deployment, supporting the computational and data processing needs essential for AI applications across various industries.
The Branches of Artificial Intelligence
Like most evolving concepts, AI is littered with jargon and sub-fields. Here are a few:
Machine learning: The process by which a computer uses big data sets to perform tasks. Machine learning and AI aren’t quite the same but do share similarities. A machine learning algorithm can identify predefined patterns but lacks the acumen to think and improvise.
Neural networks: An important tool in machine learning that identifies data which are far too complex for humans to grasp. Inspired by biological neural networks, it is a framework for different algorithms to work together and process intricate inputs.
Deep learning: The consequence of neural networks learning from large chunks of data by performing a job repeatedly, each time tweaking it slightly for a better outcome.
Natural language processing: The branch of AI that gives computers the ability to process, analyze and manipulate human communication, both speech and text. NLP is best represented by devices such as Alexa and Siri.
Cognitive computing: A cognitive system mimics the human brain and helps improve decision-making by extracting information from unstructured data. Self-learning algorithms, pattern recognition and natural language processing are key elements of cognitive analysis.
Computer vision: The field of AI that relies on pattern recognition and deep learning to interpret the visual world. It helps computers to analyze images, videos and multi-dimensional data in real time.
