diff --git a/content/notes/02-basic-css.md b/content/notes/02-basic-css.md
index f918c7aaf..049e51d04 100644
--- a/content/notes/02-basic-css.md
+++ b/content/notes/02-basic-css.md
@@ -4,8 +4,8 @@ aliases:
 tags: 
 - cosc203
 - lecture
-sr-due: 2022-08-25
-sr-interval: 28
+sr-due: 2023-03-25
+sr-interval: 154
 sr-ease: 270
 ---
 
diff --git a/content/notes/03-agile-methodologies.md b/content/notes/03-agile-methodologies.md
index 09e96c4b9..58c8e4f81 100644
--- a/content/notes/03-agile-methodologies.md
+++ b/content/notes/03-agile-methodologies.md
@@ -4,8 +4,8 @@ aliases:
 tags: 
 - info201
 - lecture
-sr-due: 2022-09-05
-sr-interval: 94
+sr-due: 2023-09-28
+sr-interval: 341
 sr-ease: 290
 ---
 
diff --git a/content/notes/03-threats-social-engineering-and-failures.md b/content/notes/03-threats-social-engineering-and-failures.md
index 2a8873380..ccc0b3c80 100644
--- a/content/notes/03-threats-social-engineering-and-failures.md
+++ b/content/notes/03-threats-social-engineering-and-failures.md
@@ -4,8 +4,8 @@ aliases:
 tags: 
 - comp210
 - lecture
-sr-due: 2022-08-21
-sr-interval: 23
+sr-due: 2023-03-06
+sr-interval: 135
 sr-ease: 250
 ---
 
diff --git a/content/notes/04-computer-architecture.md b/content/notes/04-computer-architecture.md
index 0dc09e9a9..a329356c4 100644
--- a/content/notes/04-computer-architecture.md
+++ b/content/notes/04-computer-architecture.md
@@ -4,8 +4,8 @@ aliases:
 tags: 
 - cosc204
 - lecture
-sr-due: 2022-08-24
-sr-interval: 19
+sr-due: 2023-02-20
+sr-interval: 121
 sr-ease: 250
 ---
 
diff --git a/content/notes/04-requirements.md b/content/notes/04-requirements.md
index 4d7e4b29c..3d0fda8f7 100644
--- a/content/notes/04-requirements.md
+++ b/content/notes/04-requirements.md
@@ -3,8 +3,8 @@ title: "04-requirements"
 tags: 
 - info201
 - lecture
-sr-due: 2022-08-29
-sr-interval: 87
+sr-due: 2023-08-03
+sr-interval: 285
 sr-ease: 250
 ---
 
diff --git a/content/notes/05-6809-assembly.md b/content/notes/05-6809-assembly.md
index a2ccc9a19..c659f7d9a 100644
--- a/content/notes/05-6809-assembly.md
+++ b/content/notes/05-6809-assembly.md
@@ -4,9 +4,9 @@ aliases:
 tags: 
 - lecture
 - cosc204
-sr-due: 2022-10-14
-sr-interval: 49
-sr-ease: 250
+sr-due: 2022-11-30
+sr-interval: 39
+sr-ease: 230
 ---
 
 
diff --git a/content/notes/06-async-javascript.md b/content/notes/06-async-javascript.md
index c08d70555..087e58bfc 100644
--- a/content/notes/06-async-javascript.md
+++ b/content/notes/06-async-javascript.md
@@ -4,8 +4,8 @@ aliases:
 tags: 
 - lecture
 - cosc203
-sr-due: 2022-10-05
-sr-interval: 40
+sr-due: 2023-02-19
+sr-interval: 120
 sr-ease: 250
 ---
 
diff --git a/content/notes/07-js-server-vs-client-side.md b/content/notes/07-js-server-vs-client-side.md
index 3203c83ea..80d8a3357 100644
--- a/content/notes/07-js-server-vs-client-side.md
+++ b/content/notes/07-js-server-vs-client-side.md
@@ -4,8 +4,8 @@ aliases:
 tags: 
 - cosc203
 - lecture
-sr-due: 2022-09-19
-sr-interval: 24
+sr-due: 2023-01-22
+sr-interval: 92
 sr-ease: 230
 ---
 
diff --git a/content/notes/08-business-patterns.md b/content/notes/08-business-patterns.md
index f55ffb996..da84f9c12 100644
--- a/content/notes/08-business-patterns.md
+++ b/content/notes/08-business-patterns.md
@@ -1,7 +1,7 @@
 ---
 title: "08-business-patterns"
-sr-due: 2022-08-27
-sr-interval: 100
+sr-due: 2023-10-03
+sr-interval: 346
 sr-ease: 270
 tags: 
 - info201 
diff --git a/content/notes/08-intro-to-c.md b/content/notes/08-intro-to-c.md
index 525aec0dd..f8848dbc7 100644
--- a/content/notes/08-intro-to-c.md
+++ b/content/notes/08-intro-to-c.md
@@ -4,9 +4,9 @@ aliases:
 tags: 
 - lecture
 - cosc204
-sr-due: 2022-09-29
-sr-interval: 34
-sr-ease: 250
+sr-due: 2022-11-21
+sr-interval: 30
+sr-ease: 230
 ---
 
 Developed 1972 for Unix
diff --git a/content/notes/08-web-frameworks.md b/content/notes/08-web-frameworks.md
index b8df378a5..fcd3a429c 100644
--- a/content/notes/08-web-frameworks.md
+++ b/content/notes/08-web-frameworks.md
@@ -4,8 +4,8 @@ aliases:
 tags: 
 - cosc203
 - lecture
-sr-due: 2022-08-19
-sr-interval: 3
+sr-due: 2023-01-17
+sr-interval: 87
 sr-ease: 250
 ---
 
diff --git a/content/notes/09-paper-prototypes-wiz-of-oz-video-prototypes.md b/content/notes/09-paper-prototypes-wiz-of-oz-video-prototypes.md
index b9570089b..9f6a1efab 100644
--- a/content/notes/09-paper-prototypes-wiz-of-oz-video-prototypes.md
+++ b/content/notes/09-paper-prototypes-wiz-of-oz-video-prototypes.md
@@ -3,8 +3,8 @@ title: "09-paper-prototypes-wiz-of-oz-video-prototypes"
 tags: 
 - info203 
 - lecture
-sr-due: 2022-08-26
-sr-interval: 84
+sr-due: 2023-08-21
+sr-interval: 303
 sr-ease: 270
 ---
 
diff --git a/content/notes/10-heaps-and-heapsort.md b/content/notes/10-heaps-and-heapsort.md
index afc16b05d..797843359 100644
--- a/content/notes/10-heaps-and-heapsort.md
+++ b/content/notes/10-heaps-and-heapsort.md
@@ -1,7 +1,7 @@
 ---
 title: "10-heaps-and-heapsort"
-sr-due: 2022-09-28
-sr-interval: 115
+sr-due: 2023-09-30
+sr-interval: 343
 sr-ease: 270
 tags: 
 - cosc201 
diff --git a/content/notes/10-routes-controllers.md b/content/notes/10-routes-controllers.md
index ae68daf6d..8201c68a7 100644
--- a/content/notes/10-routes-controllers.md
+++ b/content/notes/10-routes-controllers.md
@@ -4,8 +4,8 @@ aliases:
 tags: 
 - cosc203
 - lecture
-sr-due: 2022-09-24
-sr-interval: 3
+sr-due: 2022-12-07
+sr-interval: 46
 sr-ease: 250
 ---
 
diff --git a/content/notes/11-continuous-integration-2.md b/content/notes/11-continuous-integration-2.md
index d2ed56f65..fcb64e650 100644
--- a/content/notes/11-continuous-integration-2.md
+++ b/content/notes/11-continuous-integration-2.md
@@ -1,7 +1,7 @@
 ---
 title: "11-continuous-integration-2"
-sr-due: 2022-10-03
-sr-interval: 119
+sr-due: 2023-10-04
+sr-interval: 347
 sr-ease: 270
 tags: 
 - cosc202 
diff --git a/content/notes/11-sets-maps-trees.md b/content/notes/11-sets-maps-trees.md
index 002d2c74a..3811b3da5 100644
--- a/content/notes/11-sets-maps-trees.md
+++ b/content/notes/11-sets-maps-trees.md
@@ -3,8 +3,8 @@ title: "11-sets-maps-trees"
 tags: 
 - cosc201
 - lecture
-sr-due: 2022-09-10
-sr-interval: 99
+sr-due: 2023-09-11
+sr-interval: 324
 sr-ease: 270
 ---
 
diff --git a/content/notes/11-struct-and-union.md b/content/notes/11-struct-and-union.md
index 990e78a6b..249a7ffd3 100644
--- a/content/notes/11-struct-and-union.md
+++ b/content/notes/11-struct-and-union.md
@@ -4,9 +4,9 @@ aliases:
 tags: 
 - cosc204
 - lecture
-sr-due: 2022-9-20
-sr-interval: 16
-sr-ease: 250
+sr-due: 2022-11-10
+sr-interval: 19
+sr-ease: 230
 ---
 
 # Struct
diff --git a/content/notes/11-view-templates.md b/content/notes/11-view-templates.md
index c19e663d1..ab66d8355 100644
--- a/content/notes/11-view-templates.md
+++ b/content/notes/11-view-templates.md
@@ -4,8 +4,8 @@ aliases:
 tags: 
 - cosc203
 - lecture
-sr-due: 2022-09-24
-sr-interval: 3
+sr-due: 2022-12-01
+sr-interval: 40
 sr-ease: 250
 ---
 
diff --git a/content/notes/12-automation.md b/content/notes/12-automation.md
index ce36e7b83..b00409acd 100644
--- a/content/notes/12-automation.md
+++ b/content/notes/12-automation.md
@@ -3,8 +3,8 @@ title: "12-automation"
 tags: 
 - cosc202
 - lecture
-sr-due: 2022-09-16
-sr-interval: 105
+sr-due: 2023-09-19
+sr-interval: 332
 sr-ease: 270
 ---
 links: [cosc-202-lectures](notes/cosc-202-lectures.md), [slides](https://cosc202.cspages.otago.ac.nz/lectures/L12-automation.pdf)
diff --git a/content/notes/12-ethics-and-computing.md b/content/notes/12-ethics-and-computing.md
index e6103d1bd..0dbddb0c4 100644
--- a/content/notes/12-ethics-and-computing.md
+++ b/content/notes/12-ethics-and-computing.md
@@ -4,8 +4,8 @@ aliases:
 tags: 
 - cosc203
 - lecture
-sr-due: 2022-09-24
-sr-interval: 3
+sr-due: 2022-12-06
+sr-interval: 45
 sr-ease: 250
 ---
 
diff --git a/content/notes/12-modelling-behaviour.md b/content/notes/12-modelling-behaviour.md
index ac03afa75..ed1176946 100644
--- a/content/notes/12-modelling-behaviour.md
+++ b/content/notes/12-modelling-behaviour.md
@@ -3,8 +3,8 @@ title: "12-modelling-behaviour"
 tags: 
 - info201
 - lecture
-sr-due: 2022-08-28
-sr-interval: 86
+sr-due: 2023-08-02
+sr-interval: 284
 sr-ease: 250
 ---
 [slides](https://blackboard.otago.ac.nz/bbcswebdav/pid-2892846-dt-content-rid-18407618_1/courses/INFO201_S1DNIE_2022/2022/lectures/lecture_12_slides.pdf)
diff --git a/content/notes/12-pointers-to-routines.md b/content/notes/12-pointers-to-routines.md
index dd76af2a8..afc367394 100644
--- a/content/notes/12-pointers-to-routines.md
+++ b/content/notes/12-pointers-to-routines.md
@@ -4,8 +4,8 @@ aliases:
 tags: 
 - cosc204
 - lecture
-sr-due: 2022-09-19
-sr-interval: 4
+sr-due: 2022-12-08
+sr-interval: 47
 sr-ease: 230
 ---
 
diff --git a/content/notes/13-OS-intro.md b/content/notes/13-OS-intro.md
index f442b3f49..ead2a4512 100644
--- a/content/notes/13-OS-intro.md
+++ b/content/notes/13-OS-intro.md
@@ -4,9 +4,9 @@ aliases:
 tags: 
 - cosc204
 - lecture
-sr-due: 2022-09-24
-sr-interval: 3
-sr-ease: 250
+sr-due: 2022-10-30
+sr-interval: 8
+sr-ease: 230
 ---
 
 # why learn OS
diff --git a/content/notes/13-UML-sequence-diagrams.md b/content/notes/13-UML-sequence-diagrams.md
index 12d46edbd..256787803 100644
--- a/content/notes/13-UML-sequence-diagrams.md
+++ b/content/notes/13-UML-sequence-diagrams.md
@@ -4,8 +4,8 @@ aliases:
 tags: 
 - info201
 - lecture
-sr-due: 2022-08-30
-sr-interval: 88
+sr-due: 2023-08-27
+sr-interval: 309
 sr-ease: 270
 ---
 
diff --git a/content/notes/13-databases-1.md b/content/notes/13-databases-1.md
index 85cf88c38..a69d871be 100644
--- a/content/notes/13-databases-1.md
+++ b/content/notes/13-databases-1.md
@@ -4,8 +4,8 @@ aliases:
 tags: 
 - cosc203
 - lecture
-sr-due: 2022-09-25
-sr-interval: 3
+sr-due: 2022-12-02
+sr-interval: 41
 sr-ease: 250
 ---
 
diff --git a/content/notes/15-dynamic-programming.md b/content/notes/15-dynamic-programming.md
index 562f5064a..a73217371 100644
--- a/content/notes/15-dynamic-programming.md
+++ b/content/notes/15-dynamic-programming.md
@@ -4,8 +4,8 @@ aliases:
 tags: 
 - lecture
 - cosc201
-sr-due: 2022-09-01
-sr-interval: 80
+sr-due: 2023-08-04
+sr-interval: 286
 sr-ease: 270
 ---
 
diff --git a/content/notes/15-file-systems.md b/content/notes/15-file-systems.md
index c968441fe..17f861aea 100644
--- a/content/notes/15-file-systems.md
+++ b/content/notes/15-file-systems.md
@@ -4,9 +4,9 @@ aliases:
 tags: 
 - cosc204
 - lecture
-sr-due: 2022-09-25
-sr-interval: 3
-sr-ease: 250
+sr-due: 2022-10-29
+sr-interval: 7
+sr-ease: 230
 ---
 
 # what is a file (LINUX)
diff --git a/content/notes/15-policies-standards-practices.md b/content/notes/15-policies-standards-practices.md
index cb80a9220..265dd3109 100644
--- a/content/notes/15-policies-standards-practices.md
+++ b/content/notes/15-policies-standards-practices.md
@@ -4,8 +4,8 @@ aliases:
 tags: 
 - comp210
 - lecture
-sr-due: 2022-09-24
-sr-interval: 3
+sr-due: 2022-12-05
+sr-interval: 44
 sr-ease: 250
 ---
 
diff --git a/content/notes/16-cloud-security.md b/content/notes/16-cloud-security.md
index 17875cf09..6306e5f52 100644
--- a/content/notes/16-cloud-security.md
+++ b/content/notes/16-cloud-security.md
@@ -4,8 +4,8 @@ aliases:
 tags: 
 - comp210
 - lecture
-sr-due: 2022-09-24
-sr-interval: 3
+sr-due: 2022-12-04
+sr-interval: 43
 sr-ease: 250
 ---
 
diff --git a/content/notes/16-device-drivers.md b/content/notes/16-device-drivers.md
index 0e7e394c6..41bb68b5e 100644
--- a/content/notes/16-device-drivers.md
+++ b/content/notes/16-device-drivers.md
@@ -4,9 +4,9 @@ aliases:
 tags: 
 - lecture
 - cosc204
-sr-due: 2022-09-25
-sr-interval: 3
-sr-ease: 250
+sr-due: 2022-10-29
+sr-interval: 7
+sr-ease: 230
 ---
 
 # Device controller and driver
diff --git a/content/notes/17-ML-in-IA-1.md b/content/notes/17-ML-in-IA-1.md
index ae3ebaf13..bda4470a4 100644
--- a/content/notes/17-ML-in-IA-1.md
+++ b/content/notes/17-ML-in-IA-1.md
@@ -4,8 +4,8 @@ aliases:
 tags: 
 - comp210
 - lecture
-sr-due: 2022-09-25
-sr-interval: 3
+sr-due: 2022-11-29
+sr-interval: 38
 sr-ease: 250
 ---
 
diff --git a/content/notes/17-processes-communication.md b/content/notes/17-processes-communication.md
index c5638e4ee..66faafe2b 100644
--- a/content/notes/17-processes-communication.md
+++ b/content/notes/17-processes-communication.md
@@ -4,9 +4,9 @@ aliases:
 tags: 
 - cosc204
 - lecture
-sr-due: 2022-10-02
-sr-interval: 3
-sr-ease: 250
+sr-due: 2022-10-28
+sr-interval: 6
+sr-ease: 230
 ---
 
 ![process tree example](https://i.imgur.com/4ysHisl.png)
diff --git a/content/notes/18-processes-sharing-and-threads.md b/content/notes/18-processes-sharing-and-threads.md
index 65f872b17..8a21a6098 100644
--- a/content/notes/18-processes-sharing-and-threads.md
+++ b/content/notes/18-processes-sharing-and-threads.md
@@ -4,9 +4,9 @@ aliases:
 tags: 
 - cosc204
 - lecture
-sr-due: 2022-10-15
-sr-interval: 3
-sr-ease: 250
+sr-due: 2022-10-26
+sr-interval: 4
+sr-ease: 230
 ---
 
 # Shared memory for processes
diff --git a/content/notes/20-SE-in-IA.md b/content/notes/20-SE-in-IA.md
index 24974c15d..af3b1081c 100644
--- a/content/notes/20-SE-in-IA.md
+++ b/content/notes/20-SE-in-IA.md
@@ -4,8 +4,8 @@ aliases:
 tags: 
 - comp210
 - lecture
-sr-due: 2022-10-13
-sr-interval: 3
+sr-due: 2022-11-10
+sr-interval: 19
 sr-ease: 250
 ---
 
diff --git a/content/notes/22-performance-and-security.md b/content/notes/22-performance-and-security.md
index 05f4f4072..2b7093e4b 100644
--- a/content/notes/22-performance-and-security.md
+++ b/content/notes/22-performance-and-security.md
@@ -4,8 +4,8 @@ aliases:
 tags: 
 - info201
 - lecture
-sr-due: 2022-09-21
-sr-interval: 58
+sr-due: 2023-04-24
+sr-interval: 184
 sr-ease: 250
 ---
 
diff --git a/content/notes/24-trends-in-hci-2.md b/content/notes/24-trends-in-hci-2.md
index fe03a9ae8..05041d8c0 100644
--- a/content/notes/24-trends-in-hci-2.md
+++ b/content/notes/24-trends-in-hci-2.md
@@ -4,8 +4,8 @@ aliases:
 tags: 
 - info203
 - lecture
-sr-due: 2022-10-17
-sr-interval: 84
+sr-due: 2023-05-30
+sr-interval: 220
 sr-ease: 250
 ---
 
diff --git a/content/notes/25-cost-benefit-analysis.md b/content/notes/25-cost-benefit-analysis.md
index 4512c8114..0a62e866c 100644
--- a/content/notes/25-cost-benefit-analysis.md
+++ b/content/notes/25-cost-benefit-analysis.md
@@ -4,8 +4,8 @@ aliases:
 tags: 
 - info201
 - lecture
-sr-due: 2022-09-25
-sr-interval: 62
+sr-due: 2023-05-14
+sr-interval: 204
 sr-ease: 270
 ---
 
diff --git a/content/notes/8-application-security-1.md b/content/notes/8-application-security-1.md
index 754800a20..ac88a14e5 100644
--- a/content/notes/8-application-security-1.md
+++ b/content/notes/8-application-security-1.md
@@ -4,8 +4,8 @@ aliases:
 tags: 
 - comp210
 - lecture
-sr-due: 2022-08-21
-sr-interval: 3
+sr-due: 2023-01-15
+sr-interval: 85
 sr-ease: 250
 ---
 
diff --git a/content/notes/running-web-experiments.md b/content/notes/running-web-experiments.md
index da2e6ea36..1cad987dc 100644
--- a/content/notes/running-web-experiments.md
+++ b/content/notes/running-web-experiments.md
@@ -5,8 +5,8 @@ tags:
 - info203
 - scott-video
 - lecture
-sr-due: 2022-10-02
-sr-interval: 69
+sr-due: 2023-05-22
+sr-interval: 212
 sr-ease: 270
 ---