BOOT 001 Spells

Exercise 1 Python I Solution

Exercise 2 Python II Solution

Exercise 3 R I Solution

Exercise 4 R II Solution

Parseltongue Basics

Parseltongue Flow

BRMB 5240 Spells

ANOVA

Basic data manipulations

Data Visualisations

Descriptive Statistics

Descriptive Statistics 2

F-test

Linear Programming 1

Linear Programming 2

k Nearest Neighbours | Parseltongue

Intro to R

Regression | Parseltongue

Regression 2 | Regression 2 Lite

Statistical Inference | Statistical Inference Lite

t-test

BUAN 4310 Spells

Basic data manipulations

Classification Tree | Parseltongue

Collaborative Filtering

Data Transformation

Data Visualisations

Descriptive Data Exploration

Discriminant Analysis

GitHub

Hierarchical Clustering (long)

Hierarchical Clustering (short) | Parseltongue

Interactive Data Visualisations

Introduction to Preliminary Data Exploration

k Nearest Neighbours 1

k Nearest Neighbours 2 | Parseltongue

k Nearest Neighbours Regression

Large Datasets

Linear Regression

Linear Regression with Transformation

Linear Regression with Transformation (ML)

Logistic Regression

Logistic Regression 2 | Logistic Regression (short) | Parseltongue

Line Graph Example

Market Basket Analysis

Model Diagnostics

Naive Bayes | Parseltongue

Neural Network Classification

Neural Network Prediction

Non-Hierarchical Clustering | Parseltongue

Principal Component Analysis

Regression Tree | Parseltongue

Regression Tree (Extended) | Parseltongue

Regression Tree (Extended 2)

Text Analytics 1

Text Analytics 2

Unbalanced Data

Unbalanced Data 2

Unbalanced Data (short)

CYBR 5550 Spells

Data Poisoning

Fraudulent Logins | Parseltongue

Insider Threat

Malware Detection

Phishing Detection

Phishing Detection (Enhanced)

Turing Test

DA 200 Spells

Comparisons for Small Samples

Dashboard

Data Transformation

Line Graph Example

Pivot Table

DA 320 Spells

Linear Regression

DA 330 Spells

The Antidote for Dumbledore

The Battle of Hoth | Rocket

The Tour of Avatar Korra

IS 3150 Spells

Something Wicked This Way Comes | To Hogwarts

IS/MBA 5305 Spells

Database Setup | Setup Tutorial

Database Queries | Queries Tutorial

IS 5310 Spells

Classification Tree | Rocket

Classification Tree (Extended) | Rocket

Hierarchical Clustering | Rocket

Introduction

k Nearest Neighbours | Rocket

k Nearest Neighbours (Extended) | Rocket

Linear Regression

Linear Regression 2

Linear Regression (Extended) | Rocket

Logistic Regression | Rocket

Naive Bayes | Rocket

Non-Hierarchical Clustering | Rocket

Regression Tree | Rocket

Regression Tree (Extended) | Rocket

Visualisations

Visualisations 2

MIS 250 Spells

Basic data manipulations

Column and Bar Charts

Dashboard

Decision Tree

Pivot Table