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a1_data

a1 repo

agglomerative_hierarchical_clustering

Using three different linkage methods for agglomerative clustering

apache_beam

art_and_ai

Using Machine Learning to make & analyze Art!

artifact-directory-template

Template for specifying locations for all capstone project components

clusteringmethod-slate

An assignment for CMPE 255 - Data Mining where various clustering methods will be used on a set of data.

cmpe-255-hw2

Using jadbio as well as PyCaret to do various data science tasks

cmpe-272-hw1

Loadbalancing with AWS EC2

data-methods

Utilizing CRISP-DM (Cross-Industry Standard Practice for Data Mining), SEMMA (Sample, Explore, Modify, Model, and Assess) AND KDD (Knowledge Discovery in Databases) on three different datasets.

datamining-shortstoryassignment

Reviewing and summarizing research articles in Machine Learning in the form of a powerpoint, youtube demo, and medium article.

dataprepprocessing

An assignment for CMPE 255 in Data Mining

dimensionality_reduction

Dimensionality Reduction, visualization of reduced and embedded, clustered data, as well as hyper-parameter tuning. Further, using automated system data bricks.

docker-example-notebook

dsc-capstone-result-replication

DSC180A Quarter 1 and 2

dsc80-fa20

DSC 80 Fall 2020 Repo

featureengineering

Feature Engineering of Unstructured Data (Audio/.Wav)

image_datamining

Using OpenCV and Deep Learning Models on a set of images for classification or object detection

lbp_image_analysis

Data Mining Assignment for CMPE 256 at SJSU

linear-optimization

Mixed & non-Mixed Integer Programming with Linear Optimization on a set of equations. This is an assignment for my CMPE 256 Advanced Data Mining Course.

pagerank

An example of PageRank calculated on a small network. This is an assignment for my CMPE 256 course in Advanced Data Mining.

pki_security

An assignment for CMPE 272, designing and implementing a secure webserver.

serverless_image_app

A simple serverless app which generates images, randomly choosing colors and locations of text, writing an image into an S3 bucket.

starbucks_clustering

Using fabricated 'Starbucks' data to test run Agglomerative Clustering methods

var_price_prediction

Using a Time Series M.L model to estimate price of metals like Silver, Gold

visual_history

Visualizing selected historical events correlating with fluctuation in birth/death rates, globally.

vsm-wedding

Developing a vector space model using Wedding related Documents to predict feature "Wedding Gown"

wordpress-ai-extension

An extension that exposes a image detection machine learning model on wordpress

x-twitter-api-plugin

Developing a simplistic plugin to make twitter posts, with a web UI form to interact with the API.

yumtum

A Food Delivery like App for CMPE 256