Machine Learning - Fundamental of Python Machine Learning

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