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AI courses

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California Institute of Technology YouTube

LLMs for More Reliable Small Data Learning - Lecture 43

Explore how Large Language Models can enhance learning from limited datasets, focusing on reliability and effectiveness in small data scenarios with Prof. Sean Gong.
provider YouTube
pricing Free Video
duration 1 hour 14 minutes
sessions On-Demand
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California Institute of Technology YouTube

Truly Scalable Operational Data Layers for Data Pipelines

Discover how to build and scale operational data layers effectively, focusing on source-to-destination streaming systems and achieving true scalability for large-scale data processing needs.
provider YouTube
pricing Free Video
duration 15 minutes
sessions On-Demand
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California Institute of Technology YouTube

Mach-O in Three Dimensions - Mapping macOS Malware Analysis

Explore innovative techniques for mapping macOS malware in 3D space, enabling better threat detection and family identification through advanced data science methodologies.
provider YouTube
pricing Free Video
duration 27 minutes
sessions On-Demand
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California Institute of Technology YouTube

Security, Scorpions, AI, Wilds and Coding: The Unexpected - Privacy-Aware Machine Learning and Data Science

Explore the evolving intersection of privacy-aware machine learning, data science, and security through innovative hacking approaches and emerging AI resilience strategies.
provider YouTube
pricing Free Video
duration 40 minutes
sessions On-Demand
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California Institute of Technology YouTube

The Zen of Data Science - Navigating Core Concepts and Complexity

Discover key concepts and strategic insights into data science, machine learning, and analytics while learning to navigate their complexity and distinguish core principles from peripheral details.
provider YouTube
pricing Free Video
duration 37 minutes
sessions On-Demand
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California Institute of Technology Coursera

Applied Data Analytics

Master data analytics through Python, SQL, and Power BI while building practical skills in visualization, predictive modeling, and interactive dashboard creation for real-world business applications.
provider Coursera
pricing Paid Course
duration Not Specified
sessions On-Demand
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California Institute of Technology Pluralsight

Introduction to Data Literacy

Discover essential data literacy skills to interpret information, make informed decisions, and apply analytical thinking in business and everyday scenarios.
provider Pluralsight
pricing Free Trial Available
duration 15 minutes
sessions On-Demand
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California Institute of Technology Pluralsight

Looker Studio Pro Essentials

Master advanced data visualization and collaboration features in Looker Studio Pro, from team workspaces to enhanced security controls and automated report scheduling.
provider Pluralsight
pricing Free Trial Available
duration 40 minutes
sessions On-Demand
course image
California Institute of Technology YouTube

Crop Yield Forecasting with LSTM Models for Precision Agriculture

Master data-driven crop yield forecasting using LSTM models, from data cleaning to interactive predictions. Build a complete predictive modeling pipeline for precision agriculture applications.
provider YouTube
pricing Free Video
duration 25 minutes
sessions On-Demand
course image
California Institute of Technology YouTube

Hacking Life: How to Decode and Manipulate Biological Cells with AI

Discover how AI and multimodal language models are revolutionizing biological research by decoding cellular gene activation patterns and enabling targeted manipulation for disease treatment and life extension.
provider YouTube
pricing Free Video
duration 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!