Data-Science-Methods
Data Science Methods
Provides lecture notes and MATLAB code for data science methods
This repository contains lecture notes and codes for the course "Computational Methods for Data Science"
48 stars
2 watching
9 forks
Language: MATLAB
last commit: over 3 years ago
Linked from 1 awesome list
data-analysisdelay-coordinatesdynamic-mode-decompositioneducationfourier-seriesimage-denoisingindependent-component-analysislecture-noteslinear-discriminant-analysismatlabprincipal-component-analysissingular-value-decompositionspectrogramtime-frequency-analysis
Related projects:
Repository | Description | Stars |
---|---|---|
jadianes/data-science-your-way | An introduction to data science concepts and applications in R and Python using hands-on tutorials | 597 |
ujjwalkarn/datasciencer | A comprehensive resource for learning R programming and data science concepts | 2,013 |
adibro/data-science-resources | A collection of resources and cheatsheets for learning and practicing data science | 64 |
yooongchun/matlabcourse | A repository of Matlab code resources and examples for a university's numerical methods course | 68 |
nborwankar/learndatascience | A collection of data science learning materials in the form of IPython Notebooks covering various techniques such as regression, classification, and clustering. | 2,962 |
johannesgerer/jburkardt-m | MATLAB source code repository of various algorithms and utilities from John Burkardt's collection. | 86 |
jonathanlilly/jlab | A MATLAB toolbox designed for big data analysis and signal processing with applications in oceanography. | 112 |
mathworks-teaching-resources/fourier-analysis | Interactive MATLAB teaching resources for Fourier analysis | 102 |
ujjwalkarn/datasciencepython | A curated list of tutorials and resources for learning Python for data science, machine learning, and other related topics. | 5,285 |
cuttlefishh/python-for-data-analysis | An introduction to data science using Python and Pandas with Jupyter notebooks | 848 |
thedatumorg/kshape-matlab | A Matlab implementation of an efficient and accurate unsupervised method for clustering time-series data | 53 |
zjulearning/matlabfunc | Matlab codes for feature learning algorithms used in machine learning experiments | 560 |
sciml/scimlbenchmarks.jl | Provides benchmarks for Scientific Machine Learning and equation solvers in multiple programming languages. | 319 |
data-8/datascience | An introductory data science library for Python. | 631 |
xiaoyang-rebecca/patternrecognition_matlab | An investigation into feature reduction and classification methods for pattern recognition using various techniques such as PCA, LDA, and SVM. | 71 |