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AI & Machine Learning Fundamentals

Introduction to Artificial Intelligence and ML

2/10/20241 min readUpdated 3 months ago
4.9
18750 viewsIntermediate100 hours
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

Course Gallery

Course image: ai machine-learning

Frequently Asked Questions

How long does it take to complete?

The typical completion time varies based on your pace and dedication.

Where can I access this course?

This course is available exclusively on kb.pub.

Is there a certificate upon completion?

Certificate availability depends on the course provider.

Are there any prerequisites?

No special prerequisites are required to start learning.

Have more questions? Visit kb.pub for additional information.

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