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7150 Courses

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California Institute of Technology YouTube

Fluid - Kubernetes Native Distributed Dataset Orchestrator and Accelerator

Explore Fluid on YouTube Fluid is a cutting-edge solution that leverages Kubernetes to enhance the management and acceleration of distributed datasets, tailored for big data and AI-driven applications. This Kubernetes-native tool streamlines the deployment and scaling of data-intensive workloads, making it an essential resource for maximizing.
provider YouTube
pricing Conference Talk
duration 35 minutes
sessions On-Demand
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California Institute of Technology YouTube

Bring Batch Capability Into Kubernetes, Using AI and Big Data as an Example

Join us in exploring the integration of batch capabilities into Kubernetes with a focus on AI and big data applications. This event dives deep into advanced scheduling features tailored for batch workloads, utilizing powerful frameworks such as TensorFlow and Spark. Participants will gain valuable insights into fair-share scheduling methods an.
provider YouTube
pricing Conference Talk
duration 23 minutes
sessions On-Demand
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California Institute of Technology YouTube

Managing Edge Nodes With KubeEdge

Join us in exploring KubeEdge, an innovative extension of Kubernetes designed specifically for edge computing. This session provides a comprehensive overview of KubeEdge's unique features and architectural design, making it an essential tool for addressing complex challenges faced in the IoT and AI sectors. Learn how KubeEdge facilitates offl.
provider YouTube
pricing Conference Talk
duration 34 minutes
sessions On-Demand
course image
California Institute of Technology YouTube

Align Your Career with the New Infrastructure Era with Linux Foundation Open Source Software University

Embark on a learning journey with the Linux Foundation Open Source Software University and align your career with the New Infrastructure Era. Gain insights into the transformative potential of emerging technologies and how they create exciting opportunities within China's dynamic post-epidemic economy. Delve into categories such as Ar.
provider YouTube
pricing Conference Talk
duration 15 minutes
sessions On-Demand
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California Institute of Technology YouTube

Methods to Achieve High SLOs on a Large Scale Kubernetes Cluster

Discover effective methods to achieve high Service Level Objectives (SLOs) within expansive Kubernetes environments. This insightful presentation delves into the intricacies of SLO architecture design and the essential techniques for metric collection. Learn the best practices for diagnosing potential problems swiftly and explore the latest a.
provider YouTube
pricing Conference Talk
duration 39 minutes
sessions On-Demand
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California Institute of Technology YouTube

Unlocking New Pose in HPC - Containerization, Cloud, and GPU-based Workloads

Join us as we delve into the cutting-edge techniques in high-performance computing (HPC). This insightful event will provide an in-depth exploration of containerization and the role of cloud and GPU-based workloads. Learn how Kubernetes is revolutionizing resource management in HPC, enhancing the efficiency and scalability of your AI projects..
provider YouTube
pricing Conference Talk
duration 41 minutes
sessions On-Demand
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California Institute of Technology YouTube

LF AI - Accelerating Open Source AI Innovation and Collaboration

Explore the initiatives of the LF AI Foundation in fostering the growth and integration of open source artificial intelligence projects. Delve into how these collaborative development models are revolutionizing various industries by enhancing innovation and cooperation. The event is a must-attend for enthusiasts of artificial intelligence,.
provider YouTube
pricing Conference Talk
duration 16 minutes
sessions On-Demand
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California Institute of Technology YouTube

Service Mesh and Serverless Chatbots with Linkerd, K8s and OpenFaas

Join us in unraveling the integration of service mesh and serverless chatbots using Linkerd, Kubernetes, and OpenFaas, specifically designed for telecommunications companies. This session will equip you with knowledge on deploying chatbots as serverless functions efficiently. Gain insights into practices such as canary deployments and blue/g.
provider YouTube
pricing Conference Talk
duration 24 minutes
sessions On-Demand
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California Institute of Technology YouTube

Deep Dive - Volcano

Delve into the world of Volcano, an advanced batch system for Kubernetes, through this comprehensive session. Ideal for professionals in machine learning, bioinformatics, and big data, this event covers Volcano's standout features and advantages. Learn how it seamlessly integrates with renowned frameworks, empowering your workloads like never.
provider YouTube
pricing Conference Talk
duration 34 minutes
sessions On-Demand
course image
California Institute of Technology YouTube

Monitoring GPUs at Scale for AI - ML and HPC Clusters

Join us as we delve into how NVIDIA effectively monitors GPU clusters tailored for AI and machine learning workloads. This comprehensive session will guide you through the application of open-source tools to address the major challenges of deployment, maintenance, security, and scaling in heterogeneous user environments.
provider YouTube
pricing Conference Talk
duration 36 minutes
sessions On-Demand

Artificial intelligence is the ability of a machine to imitate human thinking. This is the name of modern technology with the help of which electronic devices, programs and robots can solve various problems using given algorithms. We tell you where to start studying AI course and why it is needed.

What is AI course and why is it so interesting?

The topic of artificial intelligence course and machine thinking interested scientists even before the invention of computers, and after the advent of computers it reached a new level. In the 1950s and 60s, issues related to the creation and use of artificial intelligence began to be widely discussed in society.

The answer to this question is also difficult to find because there are no clear criteria for the intelligence of a machine. If this is the ability to make logical conclusions, then the computer has long surpassed humans. When it comes to flexibility and originality of thinking, humans are still superior to even the most modern intelligent devices.

AI is actively used in a variety of fields, the list of which is expanding every year, and not only techies, but also humanists—specialists in project management, advertising and PR, psychologists, economists, and linguists—can find their place in this area.

What can artificial intelligence course programs do?

Modern artificial intelligence technologies make it possible to create devices and programs that:

find the maximum possible solutions to one situation; machine intelligence can quickly analyze all options and calculate which one will be the cheapest, safest, and most effective. The machine’s responses will depend on what task a person has given it. For example, AI courses online can show how to calculate which model or product is more profitable to produce based on data on the cost of consumables and sales volumes.

can answer any questions integrated into their system; at the same time, the machine can not only find a ready-made answer in the database, but also search for it using intermediate leading questions that gradually narrow the search area.

collect and process large amounts of information, analyze it, combine unrelated pieces of information; This is how, for example, the image search system works in Google.

Artificial intelligence is a technology not only of the present, but also of the future, and specialists in this field will not have problems finding employment in the next few decades. Huge investments are already being attracted to this area, which means there will be no problems with remuneration for workers involved in the development, production and implementation of the best AI courses technologies from AI Eeducation.

Contribution to science and culture

Artificial intelligence and the creation of intelligent programs and devices is an area in which new discoveries are constantly being made. By working on artificial intelligence, scientists and engineers are at the forefront of world science, moving humanity forward. In addition, the development of artificial intelligence and its introduction into our lives gives rise to many ethical and philosophical questions, the resolution of which requires not a machine mind, but a human mind capable of creative thinking.

Creation

In the field of creating AI, not only software developers are in great demand, but also people with creative thinking who are able to come up with and promote new ideas. To work in this field, it is important to be able to think outside the box. A separate promising area that a creative person can take up is teaching a machine to create works of art. Already today computers draw pictures, write music and poetry. In the near future, perhaps they will take over the creation of books, films and cartoons.

Mastering new skills

To work in the field of artificial intelligence, you need a good knowledge of mathematics and basic programming. For the study of AI, the two most important branches of mathematics are linear algebra and probability theory. The most popular programming language in this area is Python, followed by R and Lua. Knowledge of the English language will also be useful - the most modern scientific data, articles, reports on achievements and experiments are usually published in English!