Machine Learning
Learn the fundamentals of machine learning algorithms and applications. This comprehensive course covers supervised and unsupervised learning, neural networks, and practical implementations using Python.
4.8(342 reviews)
2,453 students
8 weeks
Intermediate
Computer Science
Dr. Sarah Johnson
AI Research Scientist
Last updated: March 2023
What You'll Learn
Understand the core principles of machine learning
Implement supervised learning algorithms from scratch
Build and train neural networks using TensorFlow
Apply machine learning to real-world problems
Evaluate and improve model performance
Deploy machine learning models to production
Prerequisites
- Basic understanding of Python programming
- Familiarity with linear algebra and statistics
- No prior machine learning knowledge required
About the Instructor
Dr. Sarah Johnson
AI Research Scientist
Dr. Johnson has over 15 years of experience in machine learning research and has published numerous papers in top AI conferences.
Free
Self-paced
19 lessons
8 weeks
Certificate