/ml-nanodegree

My repo for taking the Data Scientist Nanodegree in Machine Learning at Udacity

Primary LanguageJupyter Notebook

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.