Data Scientist Nanodegree
It is mid 2021, and I am attending the Data Scientist Nanodegree in Machine Learning at Udacity. This repository is for my work and for the 3 projects.
Here is the original repository from Udacity.
Supervised Learning
Project: Finding Donors for CharityML
See result in the finding_donors folder.
The work is done in the finding_donors.ipynb notebook, and the finished result is found in the report.html file.
Deep learning with Tensorflow
Project: Image classification
See result in the image_classifier folder.
Part 1 is in the Project_Image_Classifier_Project.ipynb notebook, and the finished result is found in the report.html file.
Part 2 is done in the predict.py file. Try it like this:
cd image_classifier
python3 predict.py --category_names label_map.json --top_k 8 test_images/wild_pansy.jpg image_classifier.h5
Unsupervised learning
Project: Identify customer segments
See result in the identify_customer_segments folder.
The work is done in the Identify_Customer_Segments.ipynb notebook, and the finished resuot in the Identify_Customer_Segments.html file.
The data for this project is not available here due to legal restrictions.
Here is another very nice solution to this project.