TensorFlow Developer Certificate: Zero to Mastery

Course content

• Introduction
• Deep Learning and TensorFlow Fundamentals
• Neural network regression with TensorFlow
• Neural network classification in TensorFlow
• Computer Vision and Convolutional Neural Networks in TensorFlow
• Transfer Learning in TensorFlow Part 1: Feature extraction
• Transfer Learning in TensorFlow Part 2: Fine tuning
• Transfer Learning with TensorFlow Part 3: Scaling Up
• Milestone Project 1: Food Vision Big
• NLP Fundamentals in TensorFlow
• Milestone Project 2: SkimLit
• Time Series fundamentals in TensorFIow + Milestone Project 3: BitPredict
• Passing the TensorFlow Developer Certificate Exam
• Where To Go From Here?
• Appendix: Machine Learning Primer
• Appendix: Machine Learning and Data Science Framework
• Appendix: Pandas for Data Analysis
• Appendix: NumPy
• BONUS SECTION