AI & Machine Learning Basics

Understand how artificial intelligence and machine learning work and how to apply them.
Key Concepts and Terminology of Artificial Intelligence
This course provides a high-level overview of artificial intelligence, including the differences bet...
Key Concepts and Terminology of Artificial Intelligence
Understanding Machine Learning Algorithms
This course introduces common machine learning algorithms, including linear regression, decision tre...
Understanding Machine Learning Algorithms
How AI Models Learn from Data
This course covers the machine learning training process, from data collection and preparation to mo...
How AI Models Learn from Data
Practical Applications of AI and Machine Learning
This course explores real-world use cases of AI and machine learning, including recommendation syste...
Practical Applications of AI and Machine Learning
Introduction to Neural Networks and Deep Learning
This course provides a basic understanding of neural networks and how they work. Participants will l...
Introduction to Neural Networks and Deep Learning
Ethics and Bias in AI
This course examines the ethical considerations of AI, including how bias can be introduced into mac...
Ethics and Bias in AI
Getting Started with AI Development
This course introduces popular AI and machine learning frameworks, such as TensorFlow, PyTorch, and ...
Getting Started with AI Development
Data Collection and Preprocessing for Machine Learning
This course focuses on preparing data for AI models. Participants will learn how to clean, normalize...
Data Collection and Preprocessing for Machine Learning
Understanding Overfitting and Underfitting
This course explains the common challenges of overfitting and underfitting in machine learning. Part...
Understanding Overfitting and Underfitting