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AI courses

7101 Courses

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California Institute of Technology YouTube

Using Data Science Techniques to Promote Cross-Selling Opportunities and Understand Client Needs

Explore market basket analysis and sentiment analysis for identifying cross-selling opportunities and understanding client needs in this data science presentation.
provider YouTube
pricing Free Video
duration 15 minutes
sessions On-Demand
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California Institute of Technology YouTube

The Application of AI Technology in CCaaS

Explore AI applications in contact centers, focusing on omni-channel engagement platforms and implications for Data Science teams in CCaaS solutions.
provider YouTube
pricing Free Video
duration 10 minutes
sessions On-Demand
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California Institute of Technology YouTube

Comparing AI-Augmented Information Retrieval Strategies

Explore AI-powered information retrieval strategies with Women of Search experts. Analyze fine-tuning ML models, RAG pipelines, and reranking methods for optimal use in search applications.
provider YouTube
pricing Free Video
duration 52 minutes
sessions On-Demand
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California Institute of Technology YouTube

Lightning Talks on Search Relevance and AI - Haystack US 2024

Explore cutting-edge search and AI topics through lightning talks from Haystack US 2024. Gain insights on information retrieval, LLMs, vector search, semantic search, and more from industry experts.
provider YouTube
pricing Free Video
duration 1 hour 3 minutes
sessions On-Demand
course image
California Institute of Technology YouTube

Multimodal Generative AI: Technology Overview and Business Implications

Explore multimodal generative AI's technology, business applications, and limitations. Gain insights into training, costs, and open-source systems like LLaVA for text, image, and audio processing.
provider YouTube
pricing Free Video
duration 1 hour 38 minutes
sessions On-Demand
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California Institute of Technology YouTube

Bias Identification and Mitigation in AI Systems

Explore techniques for identifying and mitigating bias in AI systems with NLP expert Arnault Gombert.
provider YouTube
pricing Free Video
duration 40 minutes
sessions On-Demand
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California Institute of Technology YouTube

AI in Search in 2023

Explore AI's impact on search in 2023, covering challenges, models, and future trends in information retrieval and conversational systems.
provider YouTube
pricing Free Video
duration 53 minutes
sessions On-Demand
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California Institute of Technology YouTube

Relevance in the Age of Generative Search - Haystack US 2023 Keynote

Explore the integration of generative AI in search, covering strategies, code examples, and the balance between AI capabilities and traditional relevance techniques for accurate results.
provider YouTube
pricing Free Video
duration 56 minutes
sessions On-Demand
course image
California Institute of Technology YouTube

Relevance in the Age of Generative Search - Haystack US 2023 Keynote

Explore strategies for integrating generative AI and language models into search applications, balancing accuracy and relevance while leveraging new capabilities in the evolving search landscape.
provider YouTube
pricing Free Video
duration 56 minutes
sessions On-Demand
course image
California Institute of Technology YouTube

Lowering the Entry Threshold for Neural Vector Search - Applying Similarity Learning

Explore similarity learning for efficient neural search implementation, reducing data requirements and training time while addressing domain-specific challenges.
provider YouTube
pricing Free Video
duration 33 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!