Description
e-learning: Exploring Artificial Intelligence
Artificial intelligence (AI) has been one of the core research techniques in computer science since the beginning of the field, and in recent years an emergence in research and computational power has made AI development more accessible for developers. In this learning path, you will learn the foundation of AI and the techniques used to make AI solve problems.
Courses:
Introduction to Artificial Intelligence
Search Problems
Constraint Satisfaction Problems
Adversarial Problems
Uncertainty
Machine Learning
Reinforcement Learning
Introducing Natural Language Processing
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Exploring Machine Learning
Machine learning has always been an important field in computer science, but recent advancements in computation power and algorithm efficiency have made this field more prominent than ever. In this learning path, you will explore the fundamental techniques in machine learning and discover how to solve many different types of problems using machine learning.
Courses:
Introduction to Machine Learning and Supervised Learning
Supervised Learning Models
Unsupervised Learning
Neural Networks
Convolutional and Recurrent Neural Networks
Applying Machine Learning
