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6732 Courses

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California Institute of Technology YouTube

AGI is Already Here - Redefining Intelligence Through Compound AI Systems

Explore how compound AI systems that combine LLMs with data and tools create intelligence rivaling human capabilities, offering insights for building AI workflows and general-purpose agents that outperform humans.
provider YouTube
pricing Free Video
duration 41 minutes
sessions On-Demand
course image
California Institute of Technology YouTube

Building an LLM-Powered Analytics Slack Bot at Twitch

Discover how to build an LLM-powered analytics bot for Slack that enhances data operations through SQL query generation, chat summarization, and account lookups using AWS services at Twitch.
provider YouTube
pricing Free Video
duration 33 minutes
sessions On-Demand
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California Institute of Technology YouTube

Revolutionize AI Engineering with AutoGen

Discover Microsoft's AutoGen framework for building AI agent systems that transform complex workflows, accelerate timelines, boost accuracy, and reduce costs through automation.
provider YouTube
pricing Free Video
duration 32 minutes
sessions On-Demand
course image
California Institute of Technology YouTube

Building Reliable Agentic AI Systems

Explore how to build reliable agentic AI systems from stochastic components, drawing inspiration from robotics, cybernetics, and biology to develop intuitions for non-deterministic decision making systems.
provider YouTube
pricing Free Video
duration 27 minutes
sessions On-Demand
course image
California Institute of Technology YouTube

How to Solve Error Cascades in Agents - Eval Agents

Explore how errors compound in multi-turn AI systems and learn to use "eval agents" for trajectory evaluation to improve agent performance through real-world failure examples and practical assessment techniques.
provider YouTube
pricing Free Video
duration 39 minutes
sessions On-Demand
course image
California Institute of Technology YouTube

The Future of Guardrails - Risk Management Frameworks for Generative AI Applications

Explore comprehensive risk management frameworks for generative AI applications, covering reliability assessment approaches for RAG-augmented chatbots and autonomous agents to minimize failure modes in real-world deployments.
provider YouTube
pricing Free Video
duration 31 minutes
sessions On-Demand
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California Institute of Technology YouTube

AI Cram Session - Demystifying Machine Learning Concepts

Dive into a beginner-friendly exploration of machine learning concepts, acronyms, and mathematical foundations through colorful illustrations and metaphors designed to demystify AI engineering.
provider YouTube
pricing Free Video
duration 33 minutes
sessions On-Demand
course image
California Institute of Technology YouTube

AI-Powered Automation: Supercharge Data Intensive Workflows with Intelligent Agents

Discover how to transform unstructured data into actionable insights using AI agents, automating data-intensive workflows for analysts and knowledge workers dealing with PDFs, contracts, and regulatory documents.
provider YouTube
pricing Free Video
duration 27 minutes
sessions On-Demand
course image
California Institute of Technology YouTube

Analytics and the Dark Side of the Analytics Development Lifecycle

Explore the unintended consequences of the Analytics Development Lifecycle, including stakeholder marginalization and bottlenecks, and discover solutions for restoring data access while maintaining governance standards.
provider YouTube
pricing Free Video
duration 32 minutes
sessions On-Demand
course image
California Institute of Technology YouTube

No More BS: How and When to Really Leverage AI

Discover practical frameworks for AI implementation assessment, learning when to choose AI versus simpler methods. Gain data-driven perspectives on building quality foundations and governance before pursuing AI solutions.
provider YouTube
pricing Free Video
duration 26 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!