Python Keras Programming with Coding Exercises

Course Overview

• Course Title: Python Keras Programming with Coding Exercises
• Instructor: Dr. Python
• Target Audience:
  • Beginners and experienced practitioners in machine learning and data science
  • Professionals interested in deep learning and neural networks
• Prerequisites:
  • Basic knowledge of Python programming
  • Fundamental understanding of machine learning concepts is helpful but not required

Curriculum Highlights

• Key Topics Covered:
  • Introduction to deep learning and Keras
  • Fundamentals of neural networks
  • Building and training models
  • Model evaluation, tuning, and optimization
  • Practical exercises on real-world datasets
  • Advanced topics including transfer learning and custom layer implementation
• Key Skills Learned:
  • Building and training deep learning models using Keras
  • Evaluating, tuning, and optimizing neural networks
  • Practical experience with various types of models
  • Advanced techniques such as transfer learning and custom layer implementation

Course Format

• Duration: 1 hour on-demand video
• Format: Self-paced online course
• Resources:
  • 2 practice tests
  • Assignments
  • 10 articles
  • Access on mobile and TV
  • Certificate of completion