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AI courses

7074 Courses

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California Institute of Technology DataCamp

Case Study: Financial Analysis in KNIME

Apply financial analysis in KNIME with real-world data, enhancing data preparation and workflow skills.
provider DataCamp
pricing Free Trial Available
duration 3 hours
sessions On-Demand
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California Institute of Technology YouTube

Primer on LLMs for Biology

Discover how large language models can be applied to biological research in this comprehensive primer by James Zou at CGSI 2024.
provider YouTube
pricing Free Video
duration 40 minutes
sessions On-Demand
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California Institute of Technology YouTube

Key Lessons from Building Data and AI Systems over the Last 26 Years

Gain insights into database systems evolution through 26 years of experience spanning OLTP, big data, cloud services, and AI, with valuable lessons from a SQL Server builder and Databricks leader.
provider YouTube
pricing Free Video
duration 43 minutes
sessions On-Demand
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California Institute of Technology FutureLearn

Data Visualisation Fundamentals for Absolute Beginners

Gain an introduction into data visualisations to communicate your data analytics to a diverse audience.
provider FutureLearn
pricing Free Certificate
duration 2 weeks, 5 hours a week
sessions On-Demand
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California Institute of Technology FutureLearn

Successful Data Analysis for Modern Industries

Learn the data analysis skills you need to succeed in different and advancing industries, both today and tomorrow.
provider FutureLearn
pricing Free Certificate
duration 2 weeks, 5 hours a week
sessions On-Demand
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California Institute of Technology YouTube

Unlocking the Power of Databricks AI/BI

Discover how to democratize analytics using Unity Catalog, Databricks SQL, AI/BI Dashboards, and AI/BI Genie to empower everyone in your organization with valuable insights.
provider YouTube
pricing Free Video
duration 21 minutes
sessions On-Demand
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California Institute of Technology YouTube

Different Steps and Tools in a Data Analytics Project

Explore the fundamentals of data analytics, from collection and cleaning to visualization and predictive modeling, learning to transform raw data into actionable business insights.
provider YouTube
pricing Free Video
duration 1 hour 9 minutes
sessions On-Demand
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California Institute of Technology YouTube

Breaking into Data Science: Roles and Career Paths in the Age of GenAI

Explore how GenAI is reshaping Data Science careers, essential skills to develop, and practical steps to launch your journey in this field regardless of your background.
provider YouTube
pricing Free Video
duration 53 minutes
sessions On-Demand
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California Institute of Technology YouTube

Natural Vector Methods and Artificial Intelligence: Applications in Bioinformation

Explore natural vector methods combined with AI for bioinformatics applications, including predicting non-standard base codes and classifying RNA types, presented by BIMSA researcher Guoqing Hu.
provider YouTube
pricing Free Video
duration 43 minutes
sessions On-Demand
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California Institute of Technology University of Colorado Boulder

Essential Dashboarding & Storytelling Techniques

Master essential Tableau techniques for creating dynamic dashboards that tell compelling data stories. Learn to compare values, visualize distributions, and implement interactive elements to guide viewers through your insights.
provider Coursera
pricing Free Online Course (Audit)
duration 11 hours 42 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!