Un-supervised ML

Start here:

Run this pip install streamlit pandas matplotlib seaborn numpy

To run a streamlit application: - open terminal make sure th envrionment is activated - run streamlit run intro-streamlit.py - kindly note: intro-streamlit.py is the name of my python file

Machine Learning 101

Simple Recap Session

Linear Regression

Logistic Regression:

Decision Trees

Decision Tree Regressor

ref: sklearn DecisionTreeClassifier

KNN

KNN NotebookLM

KNN Current research( last 5 year)

Name		Name	Last commit message	Last commit date
Latest commit History 26 Commits
data		data
decision_trees		decision_trees
k-nearest-neighbor		k-nearest-neighbor
linear_regresison		linear_regresison
logistic_regession		logistic_regession
model_evaluation		model_evaluation
random_forest		random_forest
screenshots		screenshots
unsupervised learning alg./PCA		unsupervised learning alg./PCA
.gitignore		.gitignore
ReadMe.md		ReadMe.md
dt.ipynb		dt.ipynb
image-1.png		image-1.png
image-10.png		image-10.png
image-11.png		image-11.png
image-12.png		image-12.png
image-13.png		image-13.png
image-14.png		image-14.png
image-15.png		image-15.png
image-16.png		image-16.png
image-17.png		image-17.png
image-18.png		image-18.png
image-19.png		image-19.png
image-2.png		image-2.png
image-3.png		image-3.png
image-4.png		image-4.png
image-5.png		image-5.png
image-6.png		image-6.png
image-7.png		image-7.png
image-8.png		image-8.png
image-9.png		image-9.png
image.png		image.png
intro-streamlit.py		intro-streamlit.py
linear-non-linear-rel.png		linear-non-linear-rel.png
requiements.txt		requiements.txt
requirements.txt		requirements.txt
smart_phone_usage.py		smart_phone_usage.py
smartphone_usageapp.ipynb		smartphone_usageapp.ipynb
teen_health_dt.ipynb		teen_health_dt.ipynb
text-streamlit.py		text-streamlit.py

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