AI & Machine Learning Foundations
Develop a solid understanding of artificial intelligence concepts and machine learning techniques for practical applications.
Duration
7 months
Level
Advanced
Format
Hybrid (in-person & online)
About this program
The AI & Machine Learning Foundations program provides a comprehensive introduction to the rapidly evolving field of artificial intelligence. From core concepts and algorithms to practical implementation, this course equips you with the knowledge to apply machine learning solutions to real-world problems. You'll gain hands-on experience with popular frameworks while building a solid theoretical foundation that allows you to keep pace with advancements in this dynamic field.
What you’ll learn
- Machine learning algorithms
- Neural networks and deep learning
- Natural language processing
- Computer vision applications
- Ethical AI considerations
- Model deployment and management
Program outcomes
- Implement various machine learning algorithms for different problems
- Build and train neural networks for complex tasks
- Apply AI techniques to real-world datasets
- Evaluate model performance and address limitations
- Consider ethical implications of AI applications
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