AI & Machine Learning Fundamentals
Introduction to Artificial Intelligence and ML
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
الأسئلة الشائعة
Are there any prerequisites?
No special prerequisites are required to start learning.
Is this course suitable for beginners?
This course is designed for students of all levels.
Is there a certificate upon completion?
Certificate availability depends on the course provider.
Can I learn at my own pace?
Yes, most courses allow self-paced learning.
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الاختبارات
المزيد →
Social Skills Assessment
يقيّم الثقة والتواصل وحل النزاعات مع ممارسات صغيرة لتحسين الارتباط.
Work-Life Balance Assessment
يفحص عبء العمل والحدود والتعافي مع تعديلات بسيطة.
Decision Making Style Test
يحدد الأنماط التحليلية والحدسية والتعاونية مع قوائم للحد من التحيز.