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AI courses

6636 Courses

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California Institute of Technology YouTube

Trustworthy AI for Legal Reasoning

Explore how AI can be applied to legal reasoning with a focus on trustworthiness, presented by Ruzica Piskac from Yale University at the Simons Institute.
provider YouTube
pricing Free Video
duration 1 hour 4 minutes
sessions On-Demand
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California Institute of Technology YouTube

Formal Models of Machine Teaching Without Collusion

Explore formal models of machine teaching without collusion in this theoretical talk on trustworthy AI by Sandra Zilles from the University of Regina.
provider YouTube
pricing Free Video
duration 55 minutes
sessions On-Demand
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California Institute of Technology YouTube

Neurosymbolic Synthesis for Trustworthy Machine Learning

Explore neurosymbolic synthesis techniques for building trustworthy machine learning systems with Osbert Bastani from the University of Pennsylvania.
provider YouTube
pricing Free Video
duration 47 minutes
sessions On-Demand
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California Institute of Technology YouTube

Theoretical Aspects of Trustworthy AI

Discover theoretical aspects of trustworthy AI in this insightful talk by Susmit Jha from SRI International, exploring key concepts and challenges in the field.
provider YouTube
pricing Free Video
duration 50 minutes
sessions On-Demand
course image
California Institute of Technology YouTube

Towards Reasoning with a Million Environment Models

Explore advanced techniques for reasoning with large-scale environment models in AI systems, focusing on theoretical aspects of trustworthy artificial intelligence.
provider YouTube
pricing Free Video
duration 51 minutes
sessions On-Demand
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California Institute of Technology YouTube

Synthesizing Pareto-optimal Interpretations of Black Box ML Models

Explore the synthesis of Pareto-optimal interpretations for black-box ML models, balancing explainability metrics with accuracy using MaxSAT solving techniques that provide PAC-style guarantees.
provider YouTube
pricing Free Video
duration 49 minutes
sessions On-Demand
course image
California Institute of Technology YouTube

Language Model Guided Synthesis for Lifting

Explore how language models and program synthesis can be combined to automatically lift code to domain-specific languages, enabling efficient code generation for heterogeneous hardware.
provider YouTube
pricing Free Video
duration 48 minutes
sessions On-Demand
course image
California Institute of Technology YouTube

Prediction-Powered Inference for Trustworthy AI

Explore prediction-powered inference methods with Anastasios Angelopoulos, focusing on theoretical aspects of trustworthy AI and statistical techniques for reliable predictions.
provider YouTube
pricing Free Video
duration 44 minutes
sessions On-Demand
course image
California Institute of Technology YouTube

The Double Agent: Flipping a GenAI Agent Behavior from Serving an Application to Attacking it using Promptwares

Explore PromptWare attacks that can manipulate GenAI agents from serving applications to attacking them, including DoS exploits and Advanced Promptware Threats that conduct reconnaissance and execute malicious activities.
provider YouTube
pricing Free Video
duration 40 minutes
sessions On-Demand
course image
California Institute of Technology YouTube

Unlocking Retail Success: How AI, Machine Learning and Optimization Are Transforming Personalization

Discover how AI, machine learning, and optimization techniques can revolutionize retail personalization, balancing enhanced customer experiences with business profitability through data-driven approaches.
provider YouTube
pricing Free Video
duration 1 hour 4 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!