Machine Learning with Python
Completed by Vishal Uddhav Bhosale
December 25, 2024
20 hours (approximately)
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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: Statistical Machine Learning
- Category: Machine Learning
- Category: Regression Analysis
- Category: Dimensionality Reduction
- Category: Unsupervised Learning
- Category: Classification Algorithms
- Category: Scikit Learn (Machine Learning Library)
- Category: Supervised Learning
- Category: Model Evaluation
- Category: Model Training
- Category: Decision Tree Learning
- Category: Python Programming
