TensorFlow - Course Outline

Setup:

To run jupyter notebooks within WSL2 : Setup instructions

Create an a new virtual env: conda create --name ml

Switch over to ml Python environment: conda activate ml

Uninstall conda's version of pillow if it is installed: conda uninstall --force pillow

Install pip version of pillow: pip install pillow

Install other packages: pip install numpy matplotlib pandas scikit-learn tensorboard tensorflow-cpu

Enter powershell command: WSL --shutdown

Name		Name	Last commit message	Last commit date
Latest commit History 61 Commits
assets/images		assets/images
.gitignore		.gitignore
00_tensorflow_fundamentals.ipynb		00_tensorflow_fundamentals.ipynb
01 - Fundamentals.md		01 - Fundamentals.md
01_neural_network_regression_in_tensorflow.ipynb		01_neural_network_regression_in_tensorflow.ipynb
02 - Classification.md		02 - Classification.md
02 - classification_challenge.md		02 - classification_challenge.md
02_neural_network_classification_in_tensorflow.ipynb		02_neural_network_classification_in_tensorflow.ipynb
03 - Computer_Vision.md		03 - Computer_Vision.md
03_convolutional_neural_networks_and_computer_vision.ipynb		03_convolutional_neural_networks_and_computer_vision.ipynb
04_transfer_learning.ipynb		04_transfer_learning.ipynb
05_transfer_learning_2.ipynb		05_transfer_learning_2.ipynb
06_transfer_learning_3.ipynb		06_transfer_learning_3.ipynb
07_food_vision_milestone_project.ipynb		07_food_vision_milestone_project.ipynb
08_NLP.ipynb		08_NLP.ipynb
09_skimlit_milestone_project.ipynb		09_skimlit_milestone_project.ipynb
README.md		README.md
_helper_functions.py		_helper_functions.py
confusion_matrix.png		confusion_matrix.png
image_data_modification.ipynb		image_data_modification.ipynb
model.png		model.png