My clone repository

My clone repository

My clone repository

Deloitte Australia Virtual Experience Program

A robot powered training repository 🤖

Predictive Analytics of transaction dataset.

A program has been created that will allow users to load sets of data from CSV files and then view, manipulate and perform simple statistical analysis on the data.

Analyses of a real-world problem using a neural network and support vector machines methods on the same data source.

Identifying and translating a data science problem into a supervised learning problem with SVM and tree-based methods.

Prediction of the wine type with unsupervised learning (PCA and hierarchical agglomerative clustering) and supervised learning (naive_Bayes, LDA and QDA).

Unsupervised PCA and Outlier Detection

Calculate and visualise proximity measurements.

Pre-processing raw data with "tidyr" and "dplyr" libraries and produce a number of files to be used as input into a third-party calibration software that trains NIRS instruments to make accurate me…

Exploratory data analysis and data visualisation of data originally from CASTNET web site.

Compute and interpret probabilities, identify and execute an appropriate statistical test as well as ensuring the assumptions associated with the statistical test are valid.

Discrete mathematics including logics, sets, proof, functions, relations, graphs and trees; as well as elements of linear algebra including linear systems and matrix formulation, vector spaces, eig…

Unsupervised clustering of gene-expression micro-array data.

Real-world application of classifiers may require that the predictors used for classification be physically measured and, hence, the inclusion of unnecessary predictors may incur additional costs a…