12:03

ABC - How to write abc notation for multiple voices (polyphony)

10:06

ABC - How to include lyrics in abc notation

28:20

ABC - How to become an EasyABC virtuoso ... tips & tricks

17:17

ABC - How to understand abc notation ... next steps

20:20

ABC - How to understand abc notation ... the basics

09:38

ABC - How to get started with abc notation

05:09

Stocai - After the Brawl - 01 236, The Cutter

04:56

Stocai - After the Brawl - 06 Auld Donald, The Keyhole

04:30

Stocai - After the Brawl - 03 Chocolate Dog, Felix Aus Der Asche

02:26

Stocai - After the Brawl - 13 Engelska

03:03

Stocai - After the Brawl - 02 Hornpipe, Dune

04:33

Stocai - After the Brawl - 04 Inisheer

05:07

Stocai - After the Brawl - 07 Jolly frog, Muineira

04:23

Stocai - After the Brawl - 12 Last Lock, Chimay Shimmy

03:50

Stocai - After the Brawl - 05 L'Escapade

04:55

Stocai - After the Brawl - 11 Redstart, Big Cheese

04:24

Stocai - After the Brawl - 09 Sayes Court, Miss Hannnah Jolly

03:39

Stocai - After the Brawl - 08 The Sugar's In The Spotty One

03:39

Stocai - After the Brawl - 10 Thornton Jig, Red Admiral

03:55

Stocai - Champagne Brawl - 10 The Sty At Night

04:31

Stocai - Champagne Brawl - 11 Iron Legs, Champagne Brawl

03:45

Stocai - Champagne Brawl - 02 Cafe Charbons Jig, The Queen Of Hearts

05:32

Stocai - Champagne Brawl - 03 Scottish A Virmoux, Biscuit Shuffle

03:20

Stocai - Champagne Brawl - 08 Boddington, T J 's

04:58

Stocai - Champagne Brawl - 07 Sail Away Ladies, Horseshoes And Rainbows

03:20

Stocai - Champagne Brawl - 09 The Tender Trap

05:00

Stocai - Champagne Brawl - 01 Poolside Polka

03:57

Stocai - Champagne Brawl - 06 The Hornet

04:13

Stocai - Champagne Brawl - 05 Dampolska

04:16

Stocai - Champagne Brawl - 04 Boodell Lope, Lambert Waddle

20:00

Visualisation 08-9: Dashboards - Using Colab

03:27

Visualisation 10-2: Reduction - Ratings

07:01

Visualisation 10-3: Reduction - tSNE - perplexity

06:39

Visualisation 10-7: Reduction - Product data investigation

05:02

Visualisation 10-6: Reduction - Ratings interpretation

06:36

Visualisation 10-5: Reduction - tSNE + clustering

04:24

Visualisation 10-1: Reduction - Objectives & motivation

06:36

Visualisation 10-4: Reduction - tSNE - preliminary investigation

08:08

Visualisation 09-5: Clustering - Customer clustering

08:30

Visualisation 09-2: Clustering - k-means clustering

02:51

Visualisation 09-1: Clustering - Objectives & motivation

08:46

Visualisation 09-3: Clustering - How many clusters (elbow/silhouette methods)

07:18

Visualisation 09-4: Clustering - Customer profiles

06:42

Visualisation 09-6: Clustering - Product clustering by rating

09:51

OO Python 09-3: Polymorphism & Abstraction - Home hub - classes

06:34

OO Python 09-2: Polymorphism & Abstraction - Home hub - polymorphism

04:09

OO Python 09-1: Polymorphism & Abstraction - Objectives & motivation

07:42

OO Python 09-4: Polymorphism & Abstraction - Pizzas - abstraction

06:13

OO Python 09-5: Polymorphism & Abstraction - Coffees - reusable GUI

03:00

Visualisation 08-1: Dashboards - Objectives & motivation

08:10

Visualisation 08-4: Dashboards - Sliders

06:55

Visualisation 08-6: Dashboards - Correlation - heat map

08:03

Visualisation 08-3: Dashboards - Volume selector

04:24

Visualisation 08-5: Dashboards - Correlation - scatter plots

07:16

Visualisation 08-7: Dashboards - Variables - bubble plot

06:23

Visualisation 08-8: Dashboards - Dashboard

06:35

Visualisation 08-2: Dashboards - Time series

09:44

OO Python 08-4: Inheritance - Uni app - inheriting methods

05:57

OO Python 08-5: Inheritance - Uni app - overriding methods

03:05

OO Python 08-1: Inheritance - Objectives & motivation