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AI courses

7074 Courses

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California Institute of Technology YouTube

The Evolution of Data Infrastructure in the Age of LLM

Explore how Large Language Models are reshaping modern data infrastructure, examining key architectural changes and emerging best practices for scalable AI systems.
provider YouTube
pricing Free Video
duration 29 minutes
sessions On-Demand
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California Institute of Technology YouTube

Predicting Events Using Large Language Models - A Practical Guide to AI Forecasting

Explore practical techniques for event prediction using large language models, from basic forecasting methods to advanced strategies, with hands-on demonstrations and research insights.
provider YouTube
pricing Free Video
duration 25 minutes
sessions On-Demand
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California Institute of Technology Vanderbilt University

From Data to Decisions: Getting Started with AI

Gain insights into leveraging generative AI for data analysis, from structuring research questions to identifying variables and generating meaningful insights for better decision-making.
provider Coursera
pricing Free Online Course (Audit)
duration 4 hours 6 minutes
sessions On-Demand
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California Institute of Technology Vanderbilt University

From Data to Decisions: Finding Patterns with AI

Discover how to leverage AI tools for creating data visualizations, conducting statistical analyses, and generating clear explanations of patterns and relationships in your data.
provider Coursera
pricing Free Online Course (Audit)
duration 4 hours 47 minutes
sessions On-Demand
course image
California Institute of Technology YouTube

Accelerating Data and AI with Spice.ai Open-Source Software

Discover how Spice.ai's open-source software accelerates data and AI development, exploring innovative approaches to streamline machine learning workflows and enhance database integration.
provider YouTube
pricing Free Video
duration 1 hour 6 minutes
sessions On-Demand
course image
California Institute of Technology Vanderbilt University

From Data to Decisions: Making Predictions with AI

Master predictive analytics using AI tools to run regression models, interpret statistical outputs, and transform raw data into actionable business insights and accurate forecasts.
provider Coursera
pricing Free Online Course (Audit)
duration 1 hour 45 minutes
sessions On-Demand
course image
California Institute of Technology YouTube

Navigating the Nuances of AI and ML Product Management

Discover the unique challenges and strategies of AI/ML product management, from data handling to ethical considerations, cross-functional collaboration, and user-centric design principles.
provider YouTube
pricing Free Video
duration 56 minutes
sessions On-Demand
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California Institute of Technology YouTube

Generative AI for Social Media Content Categorization - From Theory to Production

Discover how to combine RAG & LLMs for scalable YouTube channel categorization, with practical examples, production insights, and live demonstrations of AI-powered content analysis.
provider YouTube
pricing Free Video
duration 1 hour
sessions On-Demand
course image
California Institute of Technology YouTube

Let's Adopt Generative AI in Enterprise - Best Practices and Challenges

Gain insights into enterprise AI adoption strategies, challenges, and best practices through PagerDuty's journey implementing generative AI technologies across teams and infrastructure.
provider YouTube
pricing Free Video
duration 36 minutes
sessions On-Demand
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California Institute of Technology YouTube

Evolving Storage Solutions for AI/ML Performance and Scale

Discover how Samsung's innovative object storage solutions and DSS stack optimize AI/ML workloads, enabling unprecedented performance and scalability for machine learning applications.
provider YouTube
pricing Free Video
duration 36 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!