[2023] | Artificial Intelligence Tutorial |
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Introduction to Artificial Intelligence
Artificial Intelligence (AI) is a rapidly growing technology that
businesses and organizations are utilizing to improve their
operations. AI is becoming an essential tool for automating tasks,
making predictions, and improving decision-making. This article
provides a comprehensive understanding of AI, from theory to
practical applications.
Agenda
Artificial Intelligence Basics
Different Types of AI
AI Using Python
Deep Learning
Tensorflow
Convolutional Neural Networks
Artificial Neural Networks
Recurrent Neural Networks
Chat GPU
Best Applications of Artificial Intelligence
How to Start a Career in Artificial Intelligence
Best Practices in Artificial Intelligence
Artificial Intelligence Interview Questions with Answers
If you want to learn more about AI after watching this session, or
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course, please see the link in the description below.
What is Artificial Intelligence?
, Artificial Intelligence is the science and engineering of making
intelligent machines that can work and behave like humans. AI
has been able to accomplish this by creating machines and
robots that have been used in a wide range of fields, including
healthcare, robotics, marketing, business analytics, and many
more.
AI, Machine Learning, and Deep Learning
AI, Machine Learning, and Deep Learning are interconnected
fields. Machine Learning is a subset of AI that focuses on getting
machines to make decisions by feeding them data. Deep Learning
is a subset of Machine Learning that uses neural networks to
solve complex problems. AI, however, covers a vast domain of
fields, including natural language processing, object detection,
computer vision, robotics, expert systems, and so on.
Types of AI
AI can be structured along three evolutionary stages: Artificial
Narrow Intelligence, Artificial General Intelligence, and Artificial
Super Intelligence. Artificial Narrow Intelligence (Weak AI)
involves applying AI only to specific tasks, such as face
verification, autopilot features in a car, and Google Maps.
Artificial General Intelligence (Strong AI) involves machines that
have the ability to perform any intellectual tasks that a human
being can. Artificial Super Intelligence is presently seen as a
hypothetical situation where machines will take over the world by
surpassing human capabilities.
Applications of AI
AI has found its way into our daily lives, and we use it all the
time, such as Google giving accurate search results, Facebook
feeds giving content based on our interests, and Twitter's AI
identifying hate speech and terroristic languages in tweets. AI
has covered all possible domains in the market, including finance,
healthcare, social media, and more.
Introduction to Artificial Intelligence
Artificial Intelligence (AI) is a field of study that focuses on
creating machines that can perform tasks that typically require
human intelligence, such as visual perception, speech
recognition, decision-making, and language translation. AI has