This is the repository containing the Python scripts and class materials for the course TensorFlow Developer Certificate in 2023: Zero to Mastery on Udemy.
Each folder contains .ipynb and .py files. If there are any images or data associated with the code, they will be in the folder with their respective scripts.
The objective of this online course is to cover the primary principles of TensorFlow and Keras. At the end of the course, additional information on packages Pandas and NumPy will be provided. The topics covered include:
- Deep Learning &
TensowFlowFundamentals - Neural Network Regression With
TensorFlow - Neural Network Regression With
TensorFlow - Computer Vision & Convolutional Neural Networks in
TensorFlow - Transfer Learning in
TensorFlowPart 1: Feature Extraction - Transfer Learning in
TensorFlowPart 2: Fine Tuning - Transfer Learning in
TensorFlowPart 3: Scaling Up - Milestone Project 1: Food Vision Big
- NLP Fundamentals in
TensorFlow - Milestone Project 2: SkimLit
- Time Series Fundamentals in
TensorFlow& Milestone Project 3: BitPredict - Passing the
TensorFlowDeveloper Certificate Exam - Where To Go From Here?
- Appendix: Machine Learning Primer
- Appendix: Machine Learning & Data Science Framework
- Appendix:
Pandasfor Data Analysis - Appendix:
NumPy
This course was created by Andrei Neagoie, Daniel Bourke, and Zero To Mastery.