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AI courses

7074 Courses

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California Institute of Technology YouTube

Machine Learning in One Health

Explore machine learning applications in One Health, integrating human, animal, and environmental health for holistic disease prevention and management.
provider YouTube
pricing Free Video
duration 55 minutes
sessions On-Demand
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California Institute of Technology YouTube

Using MLflow and Databricks to Deploy ML Models in Production

Explore MLflow and Databricks for production ML model deployment. Learn end-to-end management, model tracking, and deployment strategies, plus Databricks' Feature Store and AutoML.
provider YouTube
pricing Free Video
duration 58 minutes
sessions On-Demand
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California Institute of Technology YouTube

Successfully Implementing the Key Elements of Data and Analytics Strategy

Discover key pillars of data analytics strategy, prioritize use cases, address implementation challenges, and drive adoption for organizational impact.
provider YouTube
pricing Free Video
duration 1 hour 9 minutes
sessions On-Demand
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California Institute of Technology YouTube

Computer Vision for Remote Inspections of Energy Assets

Explore how computer vision supports remote inspections in the energy industry, enhancing efficiency and reducing human error in maintaining vital energy infrastructure.
provider YouTube
pricing Free Video
duration 21 minutes
sessions On-Demand
course image
California Institute of Technology YouTube

Advanced Techniques for Online Advertisement Spend Optimization

Explore advanced techniques for optimizing online ad spend using Reinforcement Learning, Bayesian statistics, and Thompson sampling to improve budget allocation and maximize returns.
provider YouTube
pricing Free Video
duration 1 hour
sessions On-Demand
course image
California Institute of Technology YouTube

Fraud Models in the Energy Sector - Using AI for Smart Meter Theft Detection

Explore AI-driven fraud detection for smart meters in the energy sector, focusing on energy theft prevention and consumption monitoring techniques.
provider YouTube
pricing Free Video
duration 19 minutes
sessions On-Demand
course image
California Institute of Technology YouTube

Data Curation for Open Source LLM Fine-Tuning

Explore data curation challenges and strategies for fine-tuning open source LLMs, focusing on dataset quality and iteration techniques for improved results.
provider YouTube
pricing Free Video
duration 19 minutes
sessions On-Demand
course image
California Institute of Technology YouTube

Visual Design - Do Not Let Data Be Your Cul-de-sac

Learn best practices for creating clean, aesthetic data visualizations to aid business understanding, tell compelling stories, and drive sustainable decisions.
provider YouTube
pricing Free Video
duration 20 minutes
sessions On-Demand
course image
California Institute of Technology YouTube

Leveraging GANs for Building Synthetic Data

Explore GANs for synthetic data generation to overcome data scarcity, preserve privacy, and enhance machine learning model training across various domains.
provider YouTube
pricing Free Video
duration 17 minutes
sessions On-Demand
course image
California Institute of Technology YouTube

From Swipe to Safety: Trust and Safety for Authentic Online Connections

Explore safeguarding online dating, generative AI's impact on user safety, and Trust & Safety's interdisciplinary approach to counter online harms in this insightful talk.
provider YouTube
pricing Free Video
duration 18 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!