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artificial-intelligence

Repository containing the projects produced while on the Artificial Intelligence course at Aalto University.

artificial-intelligence-and-machine-learning

Algorithm implementations and homework solutions for the Stanford's online courses

awesome-deep-vision

A curated list of deep learning resources for computer vision

awesome-public-datasets

An awesome list of high-quality open datasets in public domains (on-going).

candisc

Visualizing Generalized Canonical Discriminant and Canonical Correlation Analysis

canonical-correlation-analysis

This project implements canonical correlation analysis between two data matrices. I first create the latent dimensions between the two data matrices. Then I use Kmeans and hierarchical clustering on principal component to group individuals using the latent dimensions and the distance created by the canonical analysis. Last step, I give a profiling of the different groups using descriptive statistics and provide an automated method to export the results.

canonical-correlation-and-its-variants

This repository has the code for the Canonical Correlation and its Variants : found at the paper "Cluster Canonical Correlation Analysis"

canonical_correlation_function

capstone-project

Work on Johns Hopkins Data Science Capstone Project

capstone-word-predictor

Word prediction shiny app

capstone_project_nlp

Coursera Capstone project on NLP and word prediction

cca

Canonical Correlation Analysis

cca-ob-and-laptev

Script that performs canonical correlation analysis as a forecasting method for melt onset in the Laptev Sea

ccp

:exclamation: This is a read-only mirror of the CRAN R package repository. CCP — Significance Tests for Canonical Correlation Analysis (CCA)

coursera

Script for downloading Coursera.org videos and naming them.

coursera-computing-for-data-analysis

Repo for Coursera.com online course: Computing for Data Analysis

coursera-data-analysis-and-statistical-inference

Data Analysis project for the coursera's data analysis and statistical inference course

coursera-developing-data-products

Repo for Coursera.com online course: Developing Data Products

coursera-machine-learning

coursera-machine-learning-1

Repo for Coursera.com online course: Machine Learning

coursera-pattern-discovery-in-data-mining

Repo for Coursera.com online course: Pattern Discovery in Data Mining

coursera-pml-quantified-self-project

Repo for Coursera Practical Machine Learning Project - Quantified Self Data Analysis

coursera-practical-machine-learning

Repo for Coursera.com online course: Practical Machine Learning

coursera-reproducible-research

Repo for Coursera.com online course: Reproducible Research

coursera-statinference

repository for coursera statistical inference course

coursera-statinference-008

Coursera Course: Statistical Inference

coursera-statistical-inference

Repo for Coursera.com online course: Statistical Inference

courseracapstonenlp

Capstone project for Coursera/JHU Data Science track

courses

Course materials for the Data Science Specialization: https://www.coursera.org/specialization/jhudatascience/1

data-mining

Code for the coursera course "Pattern Discovery in Data Mining"