Course Overview
- Course Title: Machine Learning - Fundamental of Python Machine Learning
- Instructor: Sara Academy
- Target Audience:
- Budding data scientists
- Aspiring machine learning engineers
- Individuals curious about AI
- Prerequisites: No prior knowledge of Python Machine Learning is required
Curriculum Highlights
- Key Topics Covered:
- The Machine Learning Process
- Standard Deviation
- Linear Regression
- Polynomial Regression
- Multiple Regression
- Hierarchical Clustering
- Logistic Regression
- Bootstrap Aggregation
- Cross Validation
- Key Skills Learned:
- Introduction to Machine Learning
- Python for Machine Learning
- Model Evaluation and Selection
- Feature Engineering
Course Format
- Duration: 3.5 hours on-demand video
- Format: Self-paced online course
- Resources:
- Access on mobile and TV
- Certificate of completion