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AI courses

6732 Courses

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California Institute of Technology YouTube

The Narrow Truth: Dismantling Intelligence Theater in Agent Architecture

Uncover how GenAI companies create illusions of intelligence by combining narrow ML components behind conversational interfaces, and learn to bypass deceptive UI layers for better determinism through targeted prompting.
provider YouTube
pricing Free Video
duration 11 minutes
sessions On-Demand
course image
California Institute of Technology YouTube

How To Make a Data Center Switch Smarter With DPDK

Discover how to implement SONiC DASH pipeline using flexible HW pipeline and programmable CPU cores on smart NIC devices, with DPDK enabling efficient connection tracking for data center switches.
provider YouTube
pricing Free Video
duration 37 minutes
sessions On-Demand
course image
California Institute of Technology YouTube

Leveraging AI and RAG To Enhance DPDK Application Development

Discover how AI and Retrieval-Augmented Generation can enhance DPDK development with real-time access to best practices, optimization techniques, and automated code generation for improved performance.
provider YouTube
pricing Free Video
duration 17 minutes
sessions On-Demand
course image
California Institute of Technology YouTube

Intelligence in Wireless Assurance - Beyond the Hype

Discover how Cisco delivers genuine intelligence in wireless assurance, providing deep network insights for faster issue resolution, enhanced user experiences, and more efficient operations.
provider YouTube
pricing Free Video
duration 26 minutes
sessions On-Demand
course image
California Institute of Technology YouTube

5 Ways to Master Context for Next-Level AI Performance

Master 5 powerful techniques to optimize context in AI systems, elevating performance and achieving more sophisticated, accurate results.
provider YouTube
pricing Free Video
duration 11 minutes
sessions On-Demand
course image
California Institute of Technology YouTube

5 Amazing Claude Code Commands You Must Know About

Discover 5 powerful Claude code commands that will enhance your AI interactions and boost your productivity with this intelligent assistant.
provider YouTube
pricing Free Video
duration 16 minutes
sessions On-Demand
course image
California Institute of Technology YouTube

Benchmark for Long-Term AI Stability - Agentic Vending Machine Business

Explore the Vending Bench study revealing how AI models fail at long-term coherence when running virtual businesses, with surprising results showing humans outperforming several AI systems.
provider YouTube
pricing Free Video
duration 15 minutes
sessions On-Demand
course image
California Institute of Technology YouTube

Symbolic Reasoning about Large Language Models

Explore how symbolic reasoning algorithms can be integrated into language models for controllable text generation and alignment, challenging the token-based reasoning paradigm.
provider YouTube
pricing Free Video
duration 45 minutes
sessions On-Demand
course image
California Institute of Technology YouTube

Theoretical Aspects of Trustworthy AI - Introduction

Explore theoretical foundations of Trustworthy AI with Sanjit Seshia, examining key concepts and principles that underpin reliable artificial intelligence systems.
provider YouTube
pricing Free Video
duration 46 minutes
sessions On-Demand
course image
California Institute of Technology YouTube

Veridical Data Science Towards Trustworthy AI

Explore the principles of veridical data science and its role in developing trustworthy AI systems with UC Berkeley's Bin Yu.
provider YouTube
pricing Free Video
duration 50 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!