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AI courses

7074 Courses

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California Institute of Technology YouTube

How Well Does Diffusion Model Generate? Exploring Generalization in Emerging Settings

Explore the capabilities and limitations of diffusion models in generative tasks, focusing on emerging generalization settings and their implications.
provider YouTube
pricing Free Video
duration 57 minutes
sessions On-Demand
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California Institute of Technology YouTube

Know When You Know: Handling Adversarial Data by Abstaining

Explore sequential prediction in stochastic settings with adversarial interference. Learn strategies for handling distribution shifts and making confident predictions while abstaining from uncertain cases.
provider YouTube
pricing Free Video
duration 1 hour
sessions On-Demand
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California Institute of Technology YouTube

What's Next for Data-Driven Medicine and AI-Powered Innovation - Insights from insitro CEO

Explore AI's impact on drug discovery and targeted treatments with insitro CEO Daphne Koller. Gain insights into data challenges, company culture, and the future of AI-powered innovation in medicine.
provider YouTube
pricing Free Video
duration 27 minutes
sessions On-Demand
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California Institute of Technology YouTube

Re-Thinking Re-Ranking - Improving Efficiency and Effectiveness in Search Systems

Explore innovative re-ranking techniques that improve search efficiency and effectiveness. Learn about alternatives to cascading approaches and their impact on vector search and heavy-weight re-rankers.
provider YouTube
pricing Free Video
duration 35 minutes
sessions On-Demand
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California Institute of Technology Duke University

Data Science for Agile Decision-Making

Unlock data science techniques for agile business decisions. Learn to collect, analyze, and interpret data, driving insights and value. Ideal for leaders seeking to leverage data effectively.
provider Coursera
pricing Free Online Course (Audit)
duration 2 hours 16 minutes
sessions On-Demand
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California Institute of Technology Pluralsight

Everything You Need to Know about the AWS Certified Machine Learning Engineer - Associate Exam

Uncover key insights and strategies for acing the AWS Certified Machine Learning Engineer - Associate exam with expert guidance from David Blocher.
provider Pluralsight
pricing Free Trial Available
duration 5 minutes
sessions On-Demand
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California Institute of Technology YouTube

Unleashing the Power of Data, Analytics and AI Technology to Improve Cardiovascular Care

Discover how data analytics and AI technologies revolutionize cardiovascular healthcare delivery, enhancing patient outcomes and transforming treatment approaches in modern cardiology.
provider YouTube
pricing Free Video
duration 1 hour
sessions On-Demand
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California Institute of Technology YouTube

Design and Build Powerful LLM Agents - Valentina Alto

Unlock the potential of LLM agents: explore their design, construction, and evolution from single to multi-agent systems. Gain insights into GenAI workflows and key components of AI agents.
provider YouTube
pricing Free Video
duration 31 minutes
sessions On-Demand
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California Institute of Technology YouTube

CIQA: A Coding Inspired Question Answering Model - Session W1.4

Discover innovative approaches to question answering through a coding-inspired model that enhances natural language processing and information retrieval capabilities.
provider YouTube
pricing Free Video
duration 11 minutes
sessions On-Demand
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California Institute of Technology YouTube

Langchain: Integration of ElasticSearch Vector Store and RAG with Gemini

Explore integrating Langchain with ElasticSearch for RAG applications, using ElasticSearch as a vector store and retrieval component with Gemini.
provider YouTube
pricing Free Video
duration 17 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!