51:25

(HSMA 6 Day 12) 4E Part 1/2 - Boosting Trees for Classification Problems

33:23

(HSMA 6 Day 12) 4E Part 2/2 - Predicting Numeric Values with Tree-based Algorithms + OneHot encoding

27:05

(HSMA 6 Day 12) 4D Part 2/2 - Random Forests, F1 score + Confusion Matrices

01:16:07

(HSMA 6 Day 12) 4D Part 1/2 - Decision Trees

01:58:36

(HSMA 6 Day 11) 4C - Ethics in AI

01:43:32

(HSMA 6 Day 11) 4B - Logistic Regression - Who Would Survive the Titanic?

01:35:56

(HSMA 6 Day 10) 4A - Introduction to AI and Machine Learning

16:09

(HSMA 6 Day 10) 3C - A brief introduction to routingpy

01:39:23

(HSMA 6 Day 10) 3D - Location Allocation Problems

01:22:06

(HSMA 6 Day 9) 3B - Geopandas and plotting static maps in Python with matplotlib

26:30

(HSMA 6 Day 9) 3C - Interactive Maps in Python with Folium

30:21

(HSMA 6 Day 9) 3C - Visualising Travel Time Data in Python

01:00:48

(HSMA 6 Day 9) 3B - Choropleths and print layouts in QGIS

02:01:33

(HSMA 6 Day 8) 3A Intro to Geospatial Problems in Health & Geographic Visualisation using QGIS Pt 1

01:39:50

(HSMA 6 Day 8) 2C SimPy Part 2

00:19

Simple Animated Simpy Visualisation - Emergency Department

01:08:41

HSMA 6 - 2B - Simpy Exercise 1 - Solution - Part 2

01:10:47

HSMA 6 - 2B - Simpy Exercise 1 - Solution - Part 1

01:50:34

(HSMA 6 Day 7) 2B SimPy Part 1

01:53:26

(HSMA 6 Day 7) 2A Introduction to Discrete Event Simulation

43:42

HSMA 1G - Intro to Python Part 3 - Exercise 1 (Classes) - Solution

33:53

HSMA 1F - Intro to Python Part 2 Exercise 4 - Solution - Working with Data with Pandas

12:09

HSMA 1F - Intro to Python Part 2 Exercise 4 - Solution - Importing csvs into Pandas

17:28

HSMA 1F - Intro to Python Part 2 - Exercise 3 (Numpy) - Task 2 - Solution

08:45

HSMA 1F - Intro to Python Part 2 - Exercise 3 (Numpy) - Task 1 - Solution

02:27:19

(HSMA 6 Day 6) 1G Python Programming Part 3

22:08

HSMA 1F - Intro to Python Part 2 - Exercise 2 - Task 2 (reading files wtih csv library) - Solution

09:36

HSMA 1F - Intro to Python Part 2 - Exercise 2 - Task 1 (exception handling) - Solution

22:23

HSMA 1F - Intro to Python Part 2 - Exercise 1 (functions) - Task 2 - Solution

15:13

HSMA 1F - Intro to Python Part 2 - Exercise 1 (functions) - Task 1 - Solution

44:37

HSMA 1E - Intro to Python Part 1 - Exercise 5 (number guessing game) - Solution

46:27

HSMA 1E - Intro to Python Part 1 - Exercise 4 (lists and dictionaries) - Solution

22:44

HSMA 1E - Intro to Python Part 1 - Exercise 3 (for loops and while loops) - Solution

35:40

HSMA 6 1E - Intro to Python Part 1 - Exercise 2 (maths, conditional logic) - Solution

20:46

HSMA 1E - Intro to Python Part 1 - Exercise 1 (printing, user input, casting, fStrings) - Solution

03:22:16

(HSMA 6 Day 5) 1F Python Programming Part 2

03:25:38

(HSMA 6 Day 4) 1E Python Programming Part 1

03:10:18

(HSMA 6 Day 3) : 1D Hello World! Introduction to the IDEs and Python Parlance

04:00:53

(HSMA 6 Day 2) : 1B Introduction to OR and Data Science and 1C Principles of Programming

01:04

An Introduction to Dan

14:51

An AI tool to determine the sentiment of tweets to police forces across the UK

10:56

Generating a richer understanding of relationships in crime data to safeguard individuals & families

13:42

Simulation modelling to test proposed models of pediatric critical care in South West England

20:27

Developing a generic vaccination service model for the COVID-19 pandemic and beyond

11:23

Modelling strategies to reduce the elective backlog in hip surgery

11:17

Using machine learning to predict hospital admissions & Length of Stay for respiratory conditions

12:35

Exploring the use of Machine Learning and NLP to predict admissions based on GP notes

18:00

Use of DES to tackle long waits & growing backlog for children needing neuro development assessment

11:07

The role of PIFU and ‘Digital Outpatients’ in Supporting the Elective Recovery

08:42

Discrete Event Simulation to Improve Flow and Performance in the Urgent Treatment Centre

09:11

Spatial Modelling of Violent Crime to Support Strategic Analysis

49:37

Discrete Event Simulation of Cognitive Behavioural Therapy Pathway in an IAPT Service

08:27

Using DES to Improve Flow through an Acute Medicine Assessment Pathway

09:50

Developing a Service Planning Decision Support Tool to Tackle Inequalities & Minimise Carbon Output

09:23

Effect of Booked Appointments on Waiting Times at Urgent Treatment Centres

10:14

Forecasting Demand and Length of Stay in the Emergency Department

11:07

Reducing Travel Times to Treatment for Cardiac Patients in the South East of England

10:18

South East Regional Covid 19 Vaccination Demand & Capacity Modelling

12:11

Use Of Discrete Event Simulation (DES) to reduce delays in Cancer Diagnosis & Treatment

12:09

Meeting the demand of 111 for primary care services