Machine Learning with Python
Completed by Lifei Tu
March 10, 2021
20 hours (approximately)
Lifei Tu's account is verified. Coursera certifies their successful completion of Machine Learning with Python
What you will learn
Explain key concepts, tools, and roles involved in machine learning, including supervised and unsupervised learning techniques.
Apply core machine learning algorithms such as regression, classification, clustering, and dimensionality reduction using Python and scikit-learn.
Evaluate model performance using appropriate metrics, validation strategies, and optimization techniques.
Build and assess end-to-end machine learning solutions on real-world datasets through hands-on labs, projects, and practical evaluations.
Skills you will gain
- Category: Machine Learning Methods
- Category: Model Training
- Category: Statistical Methods
- Category: Unsupervised Learning
- Category: Predictive Modeling
- Category: Logistic Regression
- Category: Model Optimization
- Category: Model Evaluation
- Category: Machine Learning
- Category: Machine Learning Algorithms
- Category: Python Programming
- Category: Classification Algorithms
