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AI courses

6761 Courses

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California Institute of Technology YouTube

What if AI Really Does Hit a Wall? My Personal 5 Nightmares

Explore five personal nightmares about potential AI development limitations and what could happen if artificial intelligence hits a developmental wall.
provider YouTube
pricing Free Video
duration 21 minutes
sessions On-Demand
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California Institute of Technology YouTube

Neuromorphic Computing - Faster Solutions for Scientific Breakthroughs

Explore neuromorphic computing with Johan Mentink, learning how brain-inspired computing paradigms offer energy-efficient, faster solutions to computational problems that could enable scientific breakthroughs.
provider YouTube
pricing Free Video
duration 57 minutes
sessions On-Demand
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California Institute of Technology YouTube

GPT-4.1 - The Catchup Models: Understanding OpenAI's Latest Release

Explore the recent GPT-4.1 models from OpenAI, their capabilities, benchmarks, and positioning within the LLM ecosystem in this comprehensive breakdown with practical prompting guidance.
provider YouTube
pricing Free Video
duration 14 minutes
sessions On-Demand
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California Institute of Technology YouTube

Trust and Distrust in ML: Privacy, Verification and Robustness - Part 2

Delve into privacy, verification, and robustness challenges in machine learning with Shafi Goldwasser's exploration of trust issues in ML systems.
provider YouTube
pricing Free Video
duration 57 minutes
sessions On-Demand
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California Institute of Technology YouTube

Optimizing Generative AI Systems with AWS and Snorkel

Discover how to optimize Generative AI systems by combining Snorkel Flow with AWS Bedrock and SageMaker, focusing on RAG workflow improvements, data labeling techniques, and enterprise deployment strategies.
provider YouTube
pricing Free Video
duration 1 hour 9 minutes
sessions On-Demand
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California Institute of Technology YouTube

Nunchaku Windows安装使用教程

掌握Nunchaku在Windows系统上的安装和使用方法，包括配套文字教程和ComfyUI插件的设置步骤。
provider YouTube
pricing Free Video
duration 10 minutes
sessions On-Demand
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California Institute of Technology YouTube

Nunchaku Installation and Usage Tutorial on Windows

Discover how to install and use Nunchaku on Windows, including setup instructions and integration with ComfyUI plugin.
provider YouTube
pricing Free Video
duration 11 minutes
sessions On-Demand
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California Institute of Technology YouTube

Hallucinations, Prompt Manipulations, and Mitigating Risk: Putting Guardrails around your LLM-Powered Applications

Discover effective strategies for mitigating LLM risks through guardrails, including pre-processing techniques against prompt manipulation, output evaluation methods, and open-source frameworks demonstrated in real-world applications.
provider YouTube
pricing Free Video
duration 32 minutes
sessions On-Demand
course image
California Institute of Technology YouTube

Learning, Reasoning, and Planning with Neuro-Symbolic Concepts

Explore neuro-symbolic concepts for AI learning, reasoning, and planning with Jiayuan Mao, who presents a framework combining symbolic programs and neural networks for improved data efficiency and generalization.
provider YouTube
pricing Free Video
duration 1 hour 4 minutes
sessions On-Demand
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California Institute of Technology Coursera

Introduction to AI

Explore fundamental AI concepts, machine learning models, and ethical considerations while building essential skills for software development and data science success.
provider Coursera
pricing Free Online Course (Audit)
duration 12 hours 3 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!