university-of-washington

Built house price prediction model using linear regression and k nearest neighbors and used machine learning techniques like ridge, lasso, and gradient descent for optimization in Python

python machine-learning linear-regression coursera gradient-descent ridge-regression polynomial-regression university-of-washington house-price-prediction multiple-regression machine-learning-regression

UpdatedDec 8, 2023
Jupyter Notebook

raman-noodles /Raman-noodles

Star27

Repository containing code for analysis of Raman and IR spectra datasets

data-science university-of-washington spectroscopy raman

UpdatedDec 30, 2020
Jupyter Notebook

raman-noodles /raman-spectra-decomp-analysis

Star25

Python code to identify and calculate decomposition of materials using Raman spectroscopy

data-science data analysis data-visualization university-of-washington analytical-chemistry engineering-tools chemistry-development-kit raman-spectroscopy decomposition-products

UpdatedDec 31, 2020
Jupyter Notebook

RachelPengmkt /Machine-Learning-University-of-Washington

Star14

My machine learning projects about regression, classification and clustering

machine-learning clustering numpy scikit-learn regression pandas classification university-of-washington

UpdatedSep 25, 2019
Jupyter Notebook

Weiting-Zhang /Programming-Languages

Star14

CSE341: Homework and Study Note for Programming Languages on Coursera

programming-language functional-programming coursera university-of-washington object-oriented-programming

UpdatedJul 2, 2018
Standard ML

SSQ /Coursera-UW-Machine-Learning-Classification

Star13

Notebook for quick search

machine-learning logistic-regression adaboost university-of-washington decision-tree stochastic-gradient-descent coursera-course mini-batch-gradient-descent linear-classifiers

UpdatedJan 31, 2019

yinfirefire /Machine-Learning-Specialization

Star12

My Assignments of Coursera Machine Learning Specialization using Scikit-Learn, Pandas, Numpy and Scipy

machine-learning numpy scikit-learn pandas scipy university-of-washington graphlab cousera machine-learning-specialization

UpdatedJul 25, 2018
Jupyter Notebook

AlexEidt /UW-Course-Planner

Star10

Web App with geospatial schedule visualization, recursive prerequisite tree generation and keyword search for courses offered at the University of Washington (UW).

graphviz leaflet flask-application university-of-washington prerequisites uw course-catalogs uw-campus

UpdatedMay 21, 2021
Python

thucdx /ml-uw-coursera

Star8

4-course machine learning specialization by University Of Washington on Coursera

machine-learning university-of-washington machine-learning-coursera ml-uow-coursera

UpdatedJul 14, 2019
Jupyter Notebook

mayankchaudhary26 /Machine-Learning

Star7

🗃Course 1: Case study method course on ML by University of Washington

machine-learning course coursera university-of-washington

UpdatedJun 12, 2021
Jupyter Notebook

mehulpatel21 /Machine-Learning-Specialization-UW

Star7

This repo is for ML Specialization through UW on Coursera

python machine-learning retrieval clustering machine-learning-algorithms regression coursera classification coursera-machine-learning university-of-washington machine-learning-coursera graphlab-create machinelearning-uw

UpdatedSep 20, 2018
Jupyter Notebook

agrawal-priyank /machine-learning-case-studies

Star6

Built prediction and retrieval models for document retrieval, image retrieval, house price prediction, song recommendation, and analyzed sentiments using machine learning algorithms in Python