Learn Machine Learning Course with Python A to Z

Course Overview

• Course Title: Learn Machine Learning Course with Python A to Z
• Instructor: Maria EduCare
• Target Audience: Aspiring data scientists, software engineers, business analysts
• Prerequisites: No Programming Experience Needed

Curriculum Highlights

• Key Topics Covered:
  • Understanding Machine Learning Language
  • Data Distribution
  • Bootstrap Aggregation
  • Cross Validation
  • Decision Tree
  • Hierarchical Clustering
  • Logistic Regression
  • Mean, Median, and Mode
  • Normal Data Distribution
  • Introduction to Machine Learning
  • Python Basics
  • Data Preprocessing
  • Supervised Learning
  • Model Evaluation and Validation
  • Deep Learning
  • Real-World Applications
• Key Skills Learned:
  • Machine Learning Concepts
  • Python Programming for Machine Learning
  • Data Preprocessing Techniques
  • Supervised Learning Algorithms
  • Model Evaluation Techniques
  • Deep Learning Fundamentals
  • Real-World Machine Learning Applications

Course Format

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