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California Institute of Technology YouTube

Building a Local CAG System with Qwen3, Ollama and LangChain for Private Document AI Chatbots

Learn to build a fully local Cache-Augmented Generation (CAG) chatbot using Qwen3, Ollama, LangChain, and Streamlit that processes your private documents without external APIs or complex retrieval systems.
provider YouTube
pricing Free Video
duration 30 minutes
sessions On-Demand
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California Institute of Technology YouTube

Generative AI vs Agentic AI vs AI Agents

Explore the distinctions between generative AI, agentic AI, and AI agents, focusing on how agentic AI operates autonomously to solve complex problems in real-time.
provider YouTube
pricing Free Video
duration 18 minutes
sessions On-Demand
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California Institute of Technology YouTube

A-MEM: Agentic Memory for LLM Agents - April Reading Group

Explore the A-MEM system for LLM agents that dynamically organizes knowledge using a Zettelkasten-inspired approach, creating contextual memory networks that evolve over time to enhance agent performance on complex tasks.
provider YouTube
pricing Free Video
duration 58 minutes
sessions On-Demand
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California Institute of Technology YouTube

Federated Learning Seminar - #127

Explore federated learning concepts with Alexander Tyurin from Skoltech and AIRI in this FLOW seminar, covering advanced research and applications in distributed machine learning.
provider YouTube
pricing Free Video
duration 57 minutes
sessions On-Demand
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California Institute of Technology YouTube

Instruction Based Image Editing with HiDream E1 in ComfyUI

Explore instruction-based image editing with HiDream E1 in ComfyUI - an open-source alternative to modify images via prompts without masking. Change styles, remove objects, and transform items using this MIT-licensed tool.
provider YouTube
pricing Free Video
duration 14 minutes
sessions On-Demand
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California Institute of Technology YouTube

Remitly Uses Generative AI to Streamline Legal Reviews

Discover how Remitly leverages generative AI technology to enhance and simplify their legal review processes with AWS solutions.
provider YouTube
pricing Free Video
duration 11 minutes
sessions On-Demand
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California Institute of Technology YouTube

Knowledge Graphs for Next-Level Cyber Threat Intelligence

Explore how knowledge graphs and semantic technology enhance cyber threat intelligence beyond STIX standards, with practical demonstrations of advanced threat detection and analysis capabilities.
provider YouTube
pricing Free Video
duration 1 hour 13 minutes
sessions On-Demand
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California Institute of Technology YouTube

LLMs Do Not Have Human-Like Working Memories

Explore the limitations of Large Language Models in replicating human working memory through three experimental games, revealing key challenges for achieving artificial general intelligence.
provider YouTube
pricing Free Video
duration 54 minutes
sessions On-Demand
course image
California Institute of Technology YouTube

AI Writes 30% of Microsoft's Code - Are Programmers Obsolete

Explore how AI is transforming programming at Microsoft, with 30% of code now AI-generated, and what this means for the future of software development.
provider YouTube
pricing Free Video
duration 55 minutes
sessions On-Demand
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California Institute of Technology Coursera

GenAI for Learning and Development

Discover how to integrate Generative AI into L&D programs with practical tools and strategies to boost efficiency by up to 40%, enhance output quality, and transform training initiatives while ensuring ethical implementation.
provider Coursera
pricing Paid Course
duration 3 hours 57 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!