Understanding Neural Networks
Explore the inner workings of neural networks and their applications in artificial intelligence. From feedforward to recurrent models, dive deep into the fundamentals of this powerful technology.
Introduction to Machine Learning Algorithms
Get started with machine learning algorithms, from classic models like linear regression to advanced techniques like support vector machines and random forests. Learn how to apply these algorithms to solve real-world problems.
The Ethics of AI: Bias, Fairness, and Accountability
Examine the ethical considerations surrounding the development and deployment of artificial intelligence. From algorithmic bias to data privacy, explore the principles and practices that ensure AI is developed and used responsibly.