Artificial Intelligence: From Basics to Advanced
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English
Last updated: Fri, 09 - Aug - 2024
What Will You Learn?
- Core concepts of AI and machine learning
- Implementing AI algorithms and models
- Practical applications of AI in various fields
- Ethical considerations in AI
- Future trends and advancements in AI
Curriculum
1. What is AI?
2. History and Evolution of AI
3. Key Concepts and Terminologies
1. Supervised vs Unsupervised Learning
2. Common Algorithms
3. Model Evaluation Techniques
1. Introduction to Neural Networks
2. Convolutional Neural Networks
3. Recurrent Neural Networks
1. AI in Healthcare
2. AI in Finance
3. AI in Autonomous Vehicles
1. Natural Language Processing
2. Reinforcement Learning
3. AI Ethics and Bias
Requirements
- Basic understanding of programming
- Familiarity with mathematics and statistics
- Access to a computer with internet
- Willingness to learn and experiment
Student Feedback
Abigail Foster
Good content very much helpfull.
Lucas Bennett
In depth course material.