Artificial Intelligence: From Fundamentals to Deep Learning

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1 - Welcome and Introduction

1 - Welcome Introduction.html

2 - Course Content.html

2 - Definition of AI and Basic Concepts

3 - AI Basics.mp4

03:15

4 - The AI revolution.mp4

09:27

3 - AI Fundamentals

5 - Historical Evolution Major Milestones.html

6 - Evolution of AI Breakthrough in Image Generation.mp4

03:23

4 - AI vs Human Intelligence

7 - AI vs Human Intelligence.html

7 - Audio.mp3

5 - AI Applications

8 - AI in Music.mp4

01:38

9 - Creating Music with AI.mp4

07:56

10 - AI in Medical Diagnostics.mp4

03:17

11 - AI in Games.mp4

01:15

12 - AI in Painting.mp4

02:49

6 - Types of Learning

13 - Supervised Learning Part I.mp4

02:01

14 - Supervised Learning Part II.mp4

02:10

15 - Supervised Learning Algorithms.mp4

02:51

16 - Unsupervised Learning.mp4

01:38

17 - Unsupervised Learning Algorithms.mp4

01:13

18 - Semisupervised Learning.mp4

02:05

19 - Reinforcement Learning.html

7 - Deep Learning

20 - Deep Learning.mp4

02:43

21 - Deep Learning Models.mp4

02:51

8 - Black Box vs Explainability

22 - Black Box vs Explainability.mp4

03:18

9 - Use Case Adesso

23 - Use Case Adesso.mp4

04:07

10 - Congratulations

24 - Congratulations.html

Description

Explore Artificial Intelligence (AI): delve into Deep Learning, Machine Learning, Black Box models, and more.

What You'll Learn?

To understand the key concepts of artificial intelligence and its evolution.
Differentiate between artificial intelligence and human intelligence.
Identify the main types of learning in AI, such as supervised, unsupervised and reinforcement learning.
Explore the fundamentals of Deep Learning and its applications.
Understand the debate on explainability in AI and how it is applied in practice.
Analyze real use cases to apply the acquired knowledge.

Who is this for?

Anyone who want to learn the basics of artificial intelligence.

Those interested in exploring AI applications and capabilities.

People with no previous AI experience who are looking for a clear and comprehensive introduction.

What You Need to Know?

No previous knowledge in artificial intelligence is required.

Motivation to learn and apply basic AI concepts.

More details

Description
Unlock the Power of Artificial Intelligence: From Fundamentals to Deep Learning! Are you fascinated by the rapid advancements in AI and want to understand how itâ€™s reshaping industries and transforming the world? Whether youâ€™re a beginner or have some prior experience, this course will take you on a comprehensive journey through the essential concepts, technologies, and applications of artificial intelligence.
In this course, you'll learn how AI is applied across a range of industriesâ€”from music, art, and entertainment to healthcare, finance, and gaming. Weâ€™ll break down complex topics to make AI approachable, starting with the basics and gradually diving into more advanced subjects like machine learning and deep learning. You'll explore different types of learning, including supervised, unsupervised, and reinforcement learning, understanding how each plays a critical role in developing AI models that can solve real-world problems.
The course will also introduce you to the cutting-edge field of Deep Learning, where you'll learn about neural networks and how theyâ€™re used to tackle complex tasks, such as image recognition and natural language processing. By the end of the course, you'll have not only a strong grasp of theoretical concepts but also practical skills to apply your AI knowledge to real projects.
With interactive lessons, hands-on examples, and additional resources, this course is designed to be engaging and accessible. Whether you're looking to boost your career or simply gain a deeper understanding of AI, weâ€™ll provide the tools and knowledge you need to thrive in the age of artificial intelligence. Join us today and start your journey into the future of technology!

Who this course is for:
Anyone who want to learn the basics of artificial intelligence.
Those interested in exploring AI applications and capabilities.
People with no previous AI experience who are looking for a clear and comprehensive introduction.

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Artificial Intelligence

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