Python for Data Science & Machine Learning: Zero to Hero

Course Overview

• Course Title: Python for Data Science & Machine Learning: Zero to Hero
• Instructor: Meta Brains
• Target Audience:
  • Beginners in data science
  • Individuals with no programming experience
  • Students interested in machine learning and AI
• Prerequisites:
  • Ability to do simple math
  • Readiness, flexibility, and passion for learning

Curriculum Highlights

• Key Topics Covered:
  • Pandas for data analysis
  • Linear regression theory
  • Regression problem-solving
  • Decision trees logic
  • Clustering algorithms
• Key Skills Learned:
  • Data analysis using Pandas
  • Basic and multiple linear regression
  • Decision tree implementation
  • Clustering techniques
  • Real-world application of algorithms

Course Format

• Duration: 6 hours of on-demand video
• Format: Self-paced online course
• Resources:
  • 2 articles
  • 13 downloadable resources
  • Access on mobile and TV
  • Certificate of completion