Machine Learning with Python
Machine Learning enables computers to learn from data without being explicitly programmed. This course introduces the complete machine learning workflow, including data preprocessing, model training, evaluation, and deployment. Students will use Python and industry-standard libraries to build predictive models and solve real-world problems.
What Will I Learn?
- Machine learning fundamentals
- Data preparation
- Supervised learning
- Unsupervised learning
- Model evaluation
- Predictive analytics
Course Content
ML Foundations
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Introduction to Machine Learning
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Types of Learning
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Data Collection
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Data Cleaning
Machine Learning Algorithms
Model Deployment
Material Includes
- Machine learning datasets
- Python notebooks
- Coding exercises
- Projects
- Video lectures
- Practice quizzes
Requirements
- Basic Python knowledge
- Familiarity with mathematics concepts
Audience
- Data science beginners
- Developers
- Analysts
- Students
