Все публикации

2:35:49

(HSMA 6 Day 22) 8A - Reproducible Reporting in Python with Quarto and xlsxwriter

3:37:30

(HSMA 6 Day 21) 7C Python Web Apps with Streamlit - Discrete Event Simulation and Advanced Streamlit

3:46:39

(HSMA 6 Day 20) 7B - An Introduction to Python Web Apps with Streamlit

4:08:09

(HSMA 6 Day 19) 7A - Version Control with Git and Github in VSCode

3:01:30

(HSMA 6 Day 18) 6C - Agent-Based Simulation with MESA

1:31:14

(HSMA 6 Day 17) 6A - System Dynamics

1:51:11

(HSMA 6 Day 17) 6B - An Introduction to Agent-Based Simulation

2:14:19

(HSMA 6 Day 16) 5D - NLP Hackathon

1:29:36

(HSMA 6 Day 15) 5C - Sentiment Analysis

1:58:13

(HSMA 6 Day 15) 5B - Named Entity Recognition

1:45:43

(HSMA 6 Day 14) 5A - Introduction to Natural Language Processing (NLP)

1:09:10

(HSMA 6 Day 14) 4J - Optimising ML: Imputation, Feature Engineering & Selection, Hyperparameters

1:18:17

(HSMA 6 Day 13) 4I - Synthetic Data using SMOTE

0:42:42

(HSMA 6 Day 12) 4G Part 5/6 - Explainable AI with SHAP

0:16:02

(HSMA 6 Day 12) 4G Part 6/6 - Prediction Uncertainty

1:51:00

(HSMA 6 Day 13) 4F Neural Networks

0:09:52

(HSMA 6 Day 12) HSMA Assessment Update

0:14:13

(HSMA 6 Day 13) 4G Part 3/6 - Feature Importance with MDI + PFI

0:09:10

(HSMA 6 Day 13) 4G Part 4/6 - Partial Dependence Plots and Individual Conditional Expectation Plots

0:21:01

(HSMA 6 Day 13) 4G Part 2/6 - Feature Importance in Logistic Regression & Odds/Log Odds/Probability

0:32:04

(HSMA 6 Day 13) 4G Part 1/6 - An Introduction to Explainable AI + Correlation vs Causality

0:33:23

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

0:51:25

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

1:16:07

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