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AI & Machine Learning Fundamentals

Introduction to Artificial Intelligence and ML

4.9
18750 viewsIntermediate100 hoursPublished: 2/10/2024
Course image: ai machine-learning

Explore the world of artificial intelligence and machine learning. Learn algorithms, neural networks, and practical applications.

Course Content

AI Introduction

What is AI?

Understanding artificial intelligence concepts.

Machine Learning Basics

Supervised Learning

Learn from labeled training data.

Unsupervised Learning

Find patterns in unlabeled data.

Neural Networks

Perceptrons

Basic building blocks of neural networks.

Backpropagation

How neural networks learn.

Deep Learning

Convolutional Networks

CNNs for image recognition.

AI Applications

Natural Language Processing

AI for understanding human language.

Quiz

1. What is the difference between AI and ML?

  • They are the same thing
  • ML is a subset of AI✓ Correct
  • AI is a subset of ML
  • They are completely unrelated

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