AI Foundations
Master the Fundamentals of Artificial Intelligence
Our comprehensive AI foundation course equips you with essential knowledge in machine learning, neural networks, and ethical AI practices through interactive, hands-on learning experiences.
Core Concepts
- AI vs. Machine Learning vs. Deep Learning
- Supervised & Unsupervised Learning
- Ethical AI Principles
Technical Skills
- Python Programming
- TensorFlow & PyTorch Fundamentals
- Model Evaluation Techniques
Practical Application
- Build Your First Neural Network
- Data Preprocessing Pipelines
- Project Portfolio Development
Course Curriculum
1
Introduction to AI
- • What is Artificial Intelligence?
- • AI in Everyday Life
- • Ethical Considerations
- • Getting Started with Python
2
Machine Learning Fundamentals
- • Algorithms Overview
- • Supervised vs Unsupervised Learning
- • Model Training Basics
- • Evaluation Metrics
3
Deep Learning Essentials
- • Neural Networks Overview
- • TensorFlow/PyTorch Basics
- • Building Your First Model
- • Practical Deep Learning
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