From c5f1590d8cb20ac265af73f3c8af69da42e6016e Mon Sep 17 00:00:00 2001
From: "copilot-swe-agent[bot]" <198982749+Copilot@users.noreply.github.com>
Date: Fri, 27 Feb 2026 06:57:17 +0000
Subject: [PATCH 2/3] Fix: Use absolute URL for ai-overview image in all
 translated READMEs to fix 404 errors

Co-authored-by: leestott <2511341+leestott@users.noreply.github.com>
---
 README.md                            | 2 +-
 translations/README.ja.md            | 2 +-
 translations/ar/README.md            | 2 +-
 translations/ar/lessons/README.md    | 2 +-
 translations/bg/README.md            | 2 +-
 translations/bg/lessons/README.md    | 2 +-
 translations/bn/README.md            | 2 +-
 translations/bn/lessons/README.md    | 2 +-
 translations/cs/README.md            | 2 +-
 translations/cs/lessons/README.md    | 2 +-
 translations/da/README.md            | 2 +-
 translations/da/lessons/README.md    | 2 +-
 translations/de/README.md            | 2 +-
 translations/de/lessons/README.md    | 2 +-
 translations/el/README.md            | 2 +-
 translations/el/lessons/README.md    | 2 +-
 translations/en/README.md            | 2 +-
 translations/en/lessons/README.md    | 2 +-
 translations/es/README.md            | 2 +-
 translations/es/lessons/README.md    | 2 +-
 translations/et/README.md            | 2 +-
 translations/et/lessons/README.md    | 2 +-
 translations/fa/README.md            | 2 +-
 translations/fa/lessons/README.md    | 2 +-
 translations/fi/README.md            | 2 +-
 translations/fi/lessons/README.md    | 2 +-
 translations/fr/README.md            | 2 +-
 translations/fr/lessons/README.md    | 2 +-
 translations/he/README.md            | 2 +-
 translations/he/lessons/README.md    | 2 +-
 translations/hi/README.md            | 2 +-
 translations/hi/lessons/README.md    | 2 +-
 translations/hr/README.md            | 2 +-
 translations/hr/lessons/README.md    | 2 +-
 translations/hu/README.md            | 2 +-
 translations/hu/lessons/README.md    | 2 +-
 translations/id/README.md            | 2 +-
 translations/id/lessons/README.md    | 2 +-
 translations/it/README.md            | 2 +-
 translations/it/lessons/README.md    | 2 +-
 translations/ja/README.md            | 2 +-
 translations/ja/lessons/README.md    | 2 +-
 translations/kn/README.md            | 2 +-
 translations/kn/lessons/README.md    | 2 +-
 translations/ko/README.md            | 2 +-
 translations/ko/lessons/README.md    | 2 +-
 translations/lt/README.md            | 2 +-
 translations/lt/lessons/README.md    | 2 +-
 translations/ml/README.md            | 2 +-
 translations/ml/lessons/README.md    | 2 +-
 translations/mr/README.md            | 2 +-
 translations/mr/lessons/README.md    | 2 +-
 translations/ms/README.md            | 2 +-
 translations/ms/lessons/README.md    | 2 +-
 translations/my/README.md            | 2 +-
 translations/my/lessons/README.md    | 2 +-
 translations/ne/README.md            | 2 +-
 translations/ne/lessons/README.md    | 2 +-
 translations/nl/README.md            | 2 +-
 translations/nl/lessons/README.md    | 2 +-
 translations/no/README.md            | 2 +-
 translations/no/lessons/README.md    | 2 +-
 translations/pa/README.md            | 2 +-
 translations/pa/lessons/README.md    | 2 +-
 translations/pcm/README.md           | 2 +-
 translations/pcm/lessons/README.md   | 2 +-
 translations/pl/README.md            | 2 +-
 translations/pl/lessons/README.md    | 2 +-
 translations/pt-BR/README.md         | 2 +-
 translations/pt-BR/lessons/README.md | 2 +-
 translations/pt-PT/README.md         | 2 +-
 translations/pt-PT/lessons/README.md | 2 +-
 translations/ro/README.md            | 2 +-
 translations/ro/lessons/README.md    | 2 +-
 translations/ru/README.md            | 2 +-
 translations/ru/lessons/README.md    | 2 +-
 translations/sk/README.md            | 2 +-
 translations/sk/lessons/README.md    | 2 +-
 translations/sl/README.md            | 2 +-
 translations/sl/lessons/README.md    | 2 +-
 translations/sr/README.md            | 2 +-
 translations/sr/lessons/README.md    | 2 +-
 translations/sv/README.md            | 2 +-
 translations/sv/lessons/README.md    | 2 +-
 translations/sw/README.md            | 2 +-
 translations/sw/lessons/README.md    | 2 +-
 translations/ta/README.md            | 2 +-
 translations/ta/lessons/README.md    | 2 +-
 translations/te/README.md            | 2 +-
 translations/te/lessons/README.md    | 2 +-
 translations/th/README.md            | 2 +-
 translations/th/lessons/README.md    | 2 +-
 translations/tl/README.md            | 2 +-
 translations/tl/lessons/README.md    | 2 +-
 translations/tr/README.md            | 2 +-
 translations/tr/lessons/README.md    | 2 +-
 translations/uk/README.md            | 2 +-
 translations/uk/lessons/README.md    | 2 +-
 translations/ur/README.md            | 2 +-
 translations/ur/lessons/README.md    | 2 +-
 translations/vi/README.md            | 2 +-
 translations/vi/lessons/README.md    | 2 +-
 translations/zh-CN/README.md         | 2 +-
 translations/zh-CN/lessons/README.md | 2 +-
 translations/zh-HK/README.md         | 2 +-
 translations/zh-HK/lessons/README.md | 2 +-
 translations/zh-MO/README.md         | 2 +-
 translations/zh-MO/lessons/README.md | 2 +-
 translations/zh-TW/README.md         | 2 +-
 translations/zh-TW/lessons/README.md | 2 +-
 110 files changed, 110 insertions(+), 110 deletions(-)

diff --git a/README.md b/README.md
index 77068a9d..8b3d02e5 100644
--- a/README.md
+++ b/README.md
@@ -14,7 +14,7 @@
 
 # Artificial Intelligence for Beginners - A Curriculum
 
-|![Sketchnote by @girlie_mac https://twitter.com/girlie_mac](./lessons/sketchnotes/ai-overview.png)|
+|![Sketchnote by @girlie_mac https://twitter.com/girlie_mac](https://github.com/microsoft/AI-For-Beginners/raw/main/lessons/sketchnotes/ai-overview.png)|
 |:---:|
 | AI For Beginners - _Sketchnote by [@girlie_mac](https://twitter.com/girlie_mac)_ |
 
diff --git a/translations/README.ja.md b/translations/README.ja.md
index 7d2f45b1..c8f92e20 100644
--- a/translations/README.ja.md
+++ b/translations/README.ja.md
@@ -12,7 +12,7 @@
 
 # 初心者のための人工知能 カリキュラム
 
-|![ Sketchnote by [(@girlie_mac)](https://twitter.com/girlie_mac) ](../lessons/sketchnotes/ai-overview.png)|
+|![ Sketchnote by [(@girlie_mac)](https://twitter.com/girlie_mac) ](https://github.com/microsoft/AI-For-Beginners/raw/main/lessons/sketchnotes/ai-overview.png)|
 |:---:|
 | AI For Beginners - _Sketchnote by [@girlie_mac](https://twitter.com/girlie_mac)_ |
 
diff --git a/translations/ar/README.md b/translations/ar/README.md
index f587e144..87b79c4f 100644
--- a/translations/ar/README.md
+++ b/translations/ar/README.md
@@ -14,7 +14,7 @@
 
 # الذكاء الاصطناعي للمبتدئين - منهج دراسي
 
-|![Sketchnote by @girlie_mac https://twitter.com/girlie_mac](../../translated_images/ar/ai-overview.0857791951d19500.webp)|
+|![Sketchnote by @girlie_mac https://twitter.com/girlie_mac](https://github.com/microsoft/AI-For-Beginners/raw/main/lessons/sketchnotes/ai-overview.png)|
 |:---:|
 | الذكاء الاصطناعي للمبتدئين - _مذكرة رسومية بواسطة [@girlie_mac](https://twitter.com/girlie_mac)_ |
 
diff --git a/translations/ar/lessons/README.md b/translations/ar/lessons/README.md
index 862de9d5..8b6a9488 100644
--- a/translations/ar/lessons/README.md
+++ b/translations/ar/lessons/README.md
@@ -1,6 +1,6 @@
 # نظرة عامة
 
-![نظرة عامة في رسم توضيحي](../../../translated_images/ar/ai-overview.0857791951d19500.webp)
+![نظرة عامة في رسم توضيحي](https://github.com/microsoft/AI-For-Beginners/raw/main/lessons/sketchnotes/ai-overview.png)
 
 > رسم توضيحي بواسطة [Tomomi Imura](https://twitter.com/girlie_mac)
 
diff --git a/translations/bg/README.md b/translations/bg/README.md
index 69991d46..c487a570 100644
--- a/translations/bg/README.md
+++ b/translations/bg/README.md
@@ -14,7 +14,7 @@
 
 # Изкуствен интелект за начинаещи - Учебна програма
 
-|![Sketchnote by @girlie_mac https://twitter.com/girlie_mac](../../translated_images/bg/ai-overview.0857791951d19500.webp)|
+|![Sketchnote by @girlie_mac https://twitter.com/girlie_mac](https://github.com/microsoft/AI-For-Beginners/raw/main/lessons/sketchnotes/ai-overview.png)|
 |:---:|
 | AI For Beginners - _Скетчноут от [@girlie_mac](https://twitter.com/girlie_mac)_ |
 
diff --git a/translations/bg/lessons/README.md b/translations/bg/lessons/README.md
index 854b21d2..74288a7f 100644
--- a/translations/bg/lessons/README.md
+++ b/translations/bg/lessons/README.md
@@ -1,6 +1,6 @@
 # Преглед
 
-![Преглед в рисунка](../../../translated_images/bg/ai-overview.0857791951d19500.webp)
+![Преглед в рисунка](https://github.com/microsoft/AI-For-Beginners/raw/main/lessons/sketchnotes/ai-overview.png)
 
 > Рисунка от [Tomomi Imura](https://twitter.com/girlie_mac)
 
diff --git a/translations/bn/README.md b/translations/bn/README.md
index ab56def1..db9088d2 100644
--- a/translations/bn/README.md
+++ b/translations/bn/README.md
@@ -14,7 +14,7 @@
 
 # নবীনদের জন্য কৃত্রিম বুদ্ধিমত্তা - একটি পাঠ্যক্রম
 
-|![Sketchnote by @girlie_mac https://twitter.com/girlie_mac](../../translated_images/bn/ai-overview.0857791951d19500.webp)|
+|![Sketchnote by @girlie_mac https://twitter.com/girlie_mac](https://github.com/microsoft/AI-For-Beginners/raw/main/lessons/sketchnotes/ai-overview.png)|
 |:---:|
 | নবীনদের জন্য AI - _স্কেচনোট [@girlie_mac](https://twitter.com/girlie_mac) এর দ্বারা_ |
 
diff --git a/translations/bn/lessons/README.md b/translations/bn/lessons/README.md
index 0c05ba54..2c76f027 100644
--- a/translations/bn/lessons/README.md
+++ b/translations/bn/lessons/README.md
@@ -1,6 +1,6 @@
 # সংক্ষিপ্ত বিবরণ
 
-![ডুডলে সংক্ষিপ্ত বিবরণ](../../../translated_images/bn/ai-overview.0857791951d19500.webp)
+![ডুডলে সংক্ষিপ্ত বিবরণ](https://github.com/microsoft/AI-For-Beginners/raw/main/lessons/sketchnotes/ai-overview.png)
 
 > স্কেচনোট করেছেন [Tomomi Imura](https://twitter.com/girlie_mac)
 
diff --git a/translations/cs/README.md b/translations/cs/README.md
index c6c9ae2c..641b4057 100644
--- a/translations/cs/README.md
+++ b/translations/cs/README.md
@@ -14,7 +14,7 @@
 
 # Umělá inteligence pro začátečníky – učební plán
 
-|![Sketchnote by @girlie_mac https://twitter.com/girlie_mac](../../translated_images/cs/ai-overview.0857791951d19500.webp)|
+|![Sketchnote by @girlie_mac https://twitter.com/girlie_mac](https://github.com/microsoft/AI-For-Beginners/raw/main/lessons/sketchnotes/ai-overview.png)|
 |:---:|
 | Umělá inteligence pro začátečníky - _Sketchnote od [@girlie_mac](https://twitter.com/girlie_mac)_ |
 
diff --git a/translations/cs/lessons/README.md b/translations/cs/lessons/README.md
index 4fe3e6d8..d945964d 100644
--- a/translations/cs/lessons/README.md
+++ b/translations/cs/lessons/README.md
@@ -1,6 +1,6 @@
 # Přehled
 
-![Přehled v kresbě](../../../translated_images/cs/ai-overview.0857791951d19500.webp)
+![Přehled v kresbě](https://github.com/microsoft/AI-For-Beginners/raw/main/lessons/sketchnotes/ai-overview.png)
 
 > Sketchnote od [Tomomi Imura](https://twitter.com/girlie_mac)
 
diff --git a/translations/da/README.md b/translations/da/README.md
index 049395d2..6a897466 100644
--- a/translations/da/README.md
+++ b/translations/da/README.md
@@ -14,7 +14,7 @@
 
 # Kunstig intelligens for begyndere - Et pensum
 
-|![Sketchnote af @girlie_mac https://twitter.com/girlie_mac](../../translated_images/da/ai-overview.0857791951d19500.webp)|
+|![Sketchnote af @girlie_mac https://twitter.com/girlie_mac](https://github.com/microsoft/AI-For-Beginners/raw/main/lessons/sketchnotes/ai-overview.png)|
 |:---:|
 | AI For Beginners - _Sketchnote af [@girlie_mac](https://twitter.com/girlie_mac)_ |
 
diff --git a/translations/da/lessons/README.md b/translations/da/lessons/README.md
index 3b166574..004d3221 100644
--- a/translations/da/lessons/README.md
+++ b/translations/da/lessons/README.md
@@ -1,6 +1,6 @@
 # Oversigt
 
-![Oversigt i en doodle](../../../translated_images/da/ai-overview.0857791951d19500.webp)
+![Oversigt i en doodle](https://github.com/microsoft/AI-For-Beginners/raw/main/lessons/sketchnotes/ai-overview.png)
 
 > Sketchnote af [Tomomi Imura](https://twitter.com/girlie_mac)
 
diff --git a/translations/de/README.md b/translations/de/README.md
index f9cf94ca..1a335b14 100644
--- a/translations/de/README.md
+++ b/translations/de/README.md
@@ -14,7 +14,7 @@
 
 # Künstliche Intelligenz für Anfänger - Ein Lehrplan
 
-|![Sketchnote von @girlie_mac https://twitter.com/girlie_mac](../../translated_images/de/ai-overview.0857791951d19500.webp)|
+|![Sketchnote von @girlie_mac https://twitter.com/girlie_mac](https://github.com/microsoft/AI-For-Beginners/raw/main/lessons/sketchnotes/ai-overview.png)|
 |:---:|
 | KI für Anfänger - _Sketchnote von [@girlie_mac](https://twitter.com/girlie_mac)_ |
 
diff --git a/translations/de/lessons/README.md b/translations/de/lessons/README.md
index 2c7c88e4..a646d9b5 100644
--- a/translations/de/lessons/README.md
+++ b/translations/de/lessons/README.md
@@ -1,6 +1,6 @@
 # Überblick
 
-![Überblick in einer Kritzelei](../../../lessons/sketchnotes/ai-overview.png)
+![Überblick in einer Kritzelei](https://github.com/microsoft/AI-For-Beginners/raw/main/lessons/sketchnotes/ai-overview.png)
 
 > Sketchnote von [Tomomi Imura](https://twitter.com/girlie_mac)
 
diff --git a/translations/el/README.md b/translations/el/README.md
index f552565d..44efa7dd 100644
--- a/translations/el/README.md
+++ b/translations/el/README.md
@@ -14,7 +14,7 @@
 
 # Τεχνητή Νοημοσύνη για Αρχάριους - Ένα Πρόγραμμα Σπουδών
 
-|![Σημειώσεις από @girlie_mac https://twitter.com/girlie_mac](../../translated_images/el/ai-overview.0857791951d19500.webp)|
+|![Σημειώσεις από @girlie_mac https://twitter.com/girlie_mac](https://github.com/microsoft/AI-For-Beginners/raw/main/lessons/sketchnotes/ai-overview.png)|
 |:---:|
 | Τεχνητή Νοημοσύνη για Αρχάριους - _Σημειώσεις από [@girlie_mac](https://twitter.com/girlie_mac)_ |
 
diff --git a/translations/el/lessons/README.md b/translations/el/lessons/README.md
index 754701bc..bfbdf9c3 100644
--- a/translations/el/lessons/README.md
+++ b/translations/el/lessons/README.md
@@ -1,6 +1,6 @@
 # Επισκόπηση
 
-![Επισκόπηση σε ένα σκίτσο](../../../translated_images/el/ai-overview.0857791951d19500.webp)
+![Επισκόπηση σε ένα σκίτσο](https://github.com/microsoft/AI-For-Beginners/raw/main/lessons/sketchnotes/ai-overview.png)
 
 > Σκίτσο από την [Tomomi Imura](https://twitter.com/girlie_mac)
 
diff --git a/translations/en/README.md b/translations/en/README.md
index 20b3102c..432ed109 100644
--- a/translations/en/README.md
+++ b/translations/en/README.md
@@ -23,7 +23,7 @@ CO_OP_TRANSLATOR_METADATA:
 
 # Artificial Intelligence for Beginners - A Curriculum
 
-|![Sketchnote by @girlie_mac https://twitter.com/girlie_mac](../../translated_images/en/ai-overview.0857791951d19500d0ef8b803d77110c738dcafc52306e6d68724742cd4af167.png)|
+|![Sketchnote by @girlie_mac https://twitter.com/girlie_mac](https://github.com/microsoft/AI-For-Beginners/raw/main/lessons/sketchnotes/ai-overview.png)|
 |:---:|
 | AI For Beginners - _Sketchnote by [@girlie_mac](https://twitter.com/girlie_mac)_ |
 
diff --git a/translations/en/lessons/README.md b/translations/en/lessons/README.md
index 8ae58aaf..21db8609 100644
--- a/translations/en/lessons/README.md
+++ b/translations/en/lessons/README.md
@@ -9,7 +9,7 @@ CO_OP_TRANSLATOR_METADATA:
 -->
 # Overview
 
-![Overview in a doodle](../../../translated_images/en/ai-overview.0857791951d19500d0ef8b803d77110c738dcafc52306e6d68724742cd4af167.png)
+![Overview in a doodle](https://github.com/microsoft/AI-For-Beginners/raw/main/lessons/sketchnotes/ai-overview.png)
 
 > Sketchnote by [Tomomi Imura](https://twitter.com/girlie_mac)
 
diff --git a/translations/es/README.md b/translations/es/README.md
index ee3a58e1..1e3a8333 100644
--- a/translations/es/README.md
+++ b/translations/es/README.md
@@ -14,7 +14,7 @@
 
 # Inteligencia Artificial para Principiantes - Un Currículo
 
-|![Sketchnote by @girlie_mac https://twitter.com/girlie_mac](../../translated_images/es/ai-overview.0857791951d19500.webp)|
+|![Sketchnote by @girlie_mac https://twitter.com/girlie_mac](https://github.com/microsoft/AI-For-Beginners/raw/main/lessons/sketchnotes/ai-overview.png)|
 |:---:|
 | AI For Beginners - _Sketchnote por [@girlie_mac](https://twitter.com/girlie_mac)_ |
 
diff --git a/translations/es/lessons/README.md b/translations/es/lessons/README.md
index 9da466bf..b941dbab 100644
--- a/translations/es/lessons/README.md
+++ b/translations/es/lessons/README.md
@@ -1,6 +1,6 @@
 # Descripción general
 
-![Descripción general en un dibujo](../../../lessons/sketchnotes/ai-overview.png)
+![Descripción general en un dibujo](https://github.com/microsoft/AI-For-Beginners/raw/main/lessons/sketchnotes/ai-overview.png)
 
 > Dibujo por [Tomomi Imura](https://twitter.com/girlie_mac)
 
diff --git a/translations/et/README.md b/translations/et/README.md
index 7329f648..ea1563ec 100644
--- a/translations/et/README.md
+++ b/translations/et/README.md
@@ -14,7 +14,7 @@
 
 # Tehisintellekt algajatele - Õppekava
 
-|![Sketchnote by @girlie_mac https://twitter.com/girlie_mac](../../translated_images/et/ai-overview.0857791951d19500.webp)|
+|![Sketchnote by @girlie_mac https://twitter.com/girlie_mac](https://github.com/microsoft/AI-For-Beginners/raw/main/lessons/sketchnotes/ai-overview.png)|
 |:---:|
 | AI algajatele - _Sketchnote autorilt [@girlie_mac](https://twitter.com/girlie_mac)_ |
 
diff --git a/translations/et/lessons/README.md b/translations/et/lessons/README.md
index ac0bbfbd..5bf6ca37 100644
--- a/translations/et/lessons/README.md
+++ b/translations/et/lessons/README.md
@@ -1,6 +1,6 @@
 # Ülevaade
 
-![Ülevaade visandina](../../../translated_images/et/ai-overview.0857791951d19500.webp)
+![Ülevaade visandina](https://github.com/microsoft/AI-For-Beginners/raw/main/lessons/sketchnotes/ai-overview.png)
 
 > Visandmärkmed autorilt [Tomomi Imura](https://twitter.com/girlie_mac)
 
diff --git a/translations/fa/README.md b/translations/fa/README.md
index 11f02d00..226cd469 100644
--- a/translations/fa/README.md
+++ b/translations/fa/README.md
@@ -14,7 +14,7 @@
 
 # هوش مصنوعی برای مبتدیان - یک برنامه درسی
 
-|![Sketchnote by @girlie_mac https://twitter.com/girlie_mac](../../translated_images/fa/ai-overview.0857791951d19500.webp)|
+|![Sketchnote by @girlie_mac https://twitter.com/girlie_mac](https://github.com/microsoft/AI-For-Beginners/raw/main/lessons/sketchnotes/ai-overview.png)|
 |:---:|
 | هوش مصنوعی برای مبتدیان - _اسکچ‌نوت توسط [@girlie_mac](https://twitter.com/girlie_mac)_ |
 
diff --git a/translations/fa/lessons/README.md b/translations/fa/lessons/README.md
index aa539a38..885277ae 100644
--- a/translations/fa/lessons/README.md
+++ b/translations/fa/lessons/README.md
@@ -1,6 +1,6 @@
 # نمای کلی
 
-![نمای کلی در یک طرح](../../../lessons/sketchnotes/ai-overview.png)
+![نمای کلی در یک طرح](https://github.com/microsoft/AI-For-Beginners/raw/main/lessons/sketchnotes/ai-overview.png)
 
 > طرح‌نگاری توسط [Tomomi Imura](https://twitter.com/girlie_mac)
 
diff --git a/translations/fi/README.md b/translations/fi/README.md
index 33c15e86..9411eaf2 100644
--- a/translations/fi/README.md
+++ b/translations/fi/README.md
@@ -14,7 +14,7 @@
 
 # Tekoäly aloittelijoille – Oppimäärä
 
-|![Sketchnote by @girlie_mac https://twitter.com/girlie_mac](../../translated_images/fi/ai-overview.0857791951d19500.webp)|
+|![Sketchnote by @girlie_mac https://twitter.com/girlie_mac](https://github.com/microsoft/AI-For-Beginners/raw/main/lessons/sketchnotes/ai-overview.png)|
 |:---:|
 | AI Aloittelijoille – _Sketchnote by [@girlie_mac](https://twitter.com/girlie_mac)_ |
 
diff --git a/translations/fi/lessons/README.md b/translations/fi/lessons/README.md
index 2fc87274..adf329fc 100644
--- a/translations/fi/lessons/README.md
+++ b/translations/fi/lessons/README.md
@@ -1,6 +1,6 @@
 # Yleiskatsaus
 
-![Yleiskatsaus piirroksena](../../../translated_images/fi/ai-overview.0857791951d19500.webp)
+![Yleiskatsaus piirroksena](https://github.com/microsoft/AI-For-Beginners/raw/main/lessons/sketchnotes/ai-overview.png)
 
 > Piirrosmuistiinpano: [Tomomi Imura](https://twitter.com/girlie_mac)
 
diff --git a/translations/fr/README.md b/translations/fr/README.md
index 607df485..9c46aaf7 100644
--- a/translations/fr/README.md
+++ b/translations/fr/README.md
@@ -14,7 +14,7 @@
 
 # Intelligence Artificielle pour Débutants - Un Programme
 
-|![Sketchnote by @girlie_mac https://twitter.com/girlie_mac](../../translated_images/fr/ai-overview.0857791951d19500.webp)|
+|![Sketchnote by @girlie_mac https://twitter.com/girlie_mac](https://github.com/microsoft/AI-For-Beginners/raw/main/lessons/sketchnotes/ai-overview.png)|
 |:---:|
 | AI For Beginners - _Sketchnote par [@girlie_mac](https://twitter.com/girlie_mac)_ |
 
diff --git a/translations/fr/lessons/README.md b/translations/fr/lessons/README.md
index d293ad60..8f33760c 100644
--- a/translations/fr/lessons/README.md
+++ b/translations/fr/lessons/README.md
@@ -1,6 +1,6 @@
 # Vue d'ensemble
 
-![Vue d'ensemble dans un croquis](../../../translated_images/fr/ai-overview.0857791951d19500.webp)
+![Vue d'ensemble dans un croquis](https://github.com/microsoft/AI-For-Beginners/raw/main/lessons/sketchnotes/ai-overview.png)
 
 > Croquis par [Tomomi Imura](https://twitter.com/girlie_mac)
 
diff --git a/translations/he/README.md b/translations/he/README.md
index 1b9fe325..cae03cc1 100644
--- a/translations/he/README.md
+++ b/translations/he/README.md
@@ -14,7 +14,7 @@
 
 # בינה מלאכותית למתחילים - תוכנית לימודים
 
-|![Sketchnote by @girlie_mac https://twitter.com/girlie_mac](../../translated_images/he/ai-overview.0857791951d19500.webp)|
+|![Sketchnote by @girlie_mac https://twitter.com/girlie_mac](https://github.com/microsoft/AI-For-Beginners/raw/main/lessons/sketchnotes/ai-overview.png)|
 |:---:|
 | AI למתחילים - _מצב סכמתילי על ידי [@girlie_mac](https://twitter.com/girlie_mac)_ |
 
diff --git a/translations/he/lessons/README.md b/translations/he/lessons/README.md
index f86fc11b..10bf8330 100644
--- a/translations/he/lessons/README.md
+++ b/translations/he/lessons/README.md
@@ -1,6 +1,6 @@
 # סקירה כללית
 
-![סקירה כללית באיור](../../../translated_images/he/ai-overview.0857791951d19500.webp)
+![סקירה כללית באיור](https://github.com/microsoft/AI-For-Beginners/raw/main/lessons/sketchnotes/ai-overview.png)
 
 > איור מאת [Tomomi Imura](https://twitter.com/girlie_mac)
 
diff --git a/translations/hi/README.md b/translations/hi/README.md
index 26aa7a1b..da159420 100644
--- a/translations/hi/README.md
+++ b/translations/hi/README.md
@@ -14,7 +14,7 @@
 
 # शुरुआती लोगों के लिए कृत्रिम बुद्धिमत्ता - एक पाठ्यक्रम
 
-|![Sketchnote by @girlie_mac https://twitter.com/girlie_mac](../../translated_images/hi/ai-overview.0857791951d19500.webp)|
+|![Sketchnote by @girlie_mac https://twitter.com/girlie_mac](https://github.com/microsoft/AI-For-Beginners/raw/main/lessons/sketchnotes/ai-overview.png)|
 |:---:|
 | शुरुआती लोगों के लिए AI - _स्केचनोट द्वारा [@girlie_mac](https://twitter.com/girlie_mac)_ |
 
diff --git a/translations/hi/lessons/README.md b/translations/hi/lessons/README.md
index 95505f5c..da52487d 100644
--- a/translations/hi/lessons/README.md
+++ b/translations/hi/lessons/README.md
@@ -1,6 +1,6 @@
 # अवलोकन
 
-![डूडल में अवलोकन](../../../lessons/sketchnotes/ai-overview.png)
+![डूडल में अवलोकन](https://github.com/microsoft/AI-For-Beginners/raw/main/lessons/sketchnotes/ai-overview.png)
 
 > स्केच नोट: [टोमोमी इमुरा](https://twitter.com/girlie_mac) द्वारा
 
diff --git a/translations/hr/README.md b/translations/hr/README.md
index 9626578a..16d69481 100644
--- a/translations/hr/README.md
+++ b/translations/hr/README.md
@@ -14,7 +14,7 @@
 
 # Umjetna Inteligencija za Početnike - Nastavni Plan
 
-|![Sketchnote by @girlie_mac https://twitter.com/girlie_mac](../../translated_images/hr/ai-overview.0857791951d19500.webp)|
+|![Sketchnote by @girlie_mac https://twitter.com/girlie_mac](https://github.com/microsoft/AI-For-Beginners/raw/main/lessons/sketchnotes/ai-overview.png)|
 |:---:|
 | AI For Beginners - _Sketchnote by [@girlie_mac](https://twitter.com/girlie_mac)_ |
 
diff --git a/translations/hr/lessons/README.md b/translations/hr/lessons/README.md
index f6872f42..da8a98c4 100644
--- a/translations/hr/lessons/README.md
+++ b/translations/hr/lessons/README.md
@@ -1,6 +1,6 @@
 # Pregled
 
-![Pregled u crtežu](../../../translated_images/hr/ai-overview.0857791951d19500.webp)
+![Pregled u crtežu](https://github.com/microsoft/AI-For-Beginners/raw/main/lessons/sketchnotes/ai-overview.png)
 
 > Crtež bilješki od [Tomomi Imura](https://twitter.com/girlie_mac)
 
diff --git a/translations/hu/README.md b/translations/hu/README.md
index f37e9b30..de904c91 100644
--- a/translations/hu/README.md
+++ b/translations/hu/README.md
@@ -14,7 +14,7 @@
 
 # Mesterséges intelligencia kezdőknek - Egy tananyag
 
-|![Sketchnote by @girlie_mac https://twitter.com/girlie_mac](../../translated_images/hu/ai-overview.0857791951d19500.webp)|
+|![Sketchnote by @girlie_mac https://twitter.com/girlie_mac](https://github.com/microsoft/AI-For-Beginners/raw/main/lessons/sketchnotes/ai-overview.png)|
 |:---:|
 | AI kezdőknek - _Sketchnote [@girlie_mac](https://twitter.com/girlie_mac) tollából_ |
 
diff --git a/translations/hu/lessons/README.md b/translations/hu/lessons/README.md
index d660944e..184cb55e 100644
--- a/translations/hu/lessons/README.md
+++ b/translations/hu/lessons/README.md
@@ -1,6 +1,6 @@
 # Áttekintés
 
-![Áttekintés egy rajzban](../../../translated_images/hu/ai-overview.0857791951d19500.webp)
+![Áttekintés egy rajzban](https://github.com/microsoft/AI-For-Beginners/raw/main/lessons/sketchnotes/ai-overview.png)
 
 > Vázlatrajz: [Tomomi Imura](https://twitter.com/girlie_mac)
 
diff --git a/translations/id/README.md b/translations/id/README.md
index 578cc377..125df861 100644
--- a/translations/id/README.md
+++ b/translations/id/README.md
@@ -14,7 +14,7 @@
 
 # Kecerdasan Buatan untuk Pemula - Kurikulum
 
-|![Sketchnote by @girlie_mac https://twitter.com/girlie_mac](../../translated_images/id/ai-overview.0857791951d19500.webp)|
+|![Sketchnote by @girlie_mac https://twitter.com/girlie_mac](https://github.com/microsoft/AI-For-Beginners/raw/main/lessons/sketchnotes/ai-overview.png)|
 |:---:|
 | AI Untuk Pemula - _Sketchnote oleh [@girlie_mac](https://twitter.com/girlie_mac)_ |
 
diff --git a/translations/id/lessons/README.md b/translations/id/lessons/README.md
index ef012f56..a6a9d603 100644
--- a/translations/id/lessons/README.md
+++ b/translations/id/lessons/README.md
@@ -1,6 +1,6 @@
 # Gambaran Umum
 
-![Gambaran Umum dalam sebuah sketsa](../../../translated_images/id/ai-overview.0857791951d19500.webp)
+![Gambaran Umum dalam sebuah sketsa](https://github.com/microsoft/AI-For-Beginners/raw/main/lessons/sketchnotes/ai-overview.png)
 
 > Sketsa oleh [Tomomi Imura](https://twitter.com/girlie_mac)
 
diff --git a/translations/it/README.md b/translations/it/README.md
index 687d7181..550885a9 100644
--- a/translations/it/README.md
+++ b/translations/it/README.md
@@ -14,7 +14,7 @@
 
 # Intelligenza Artificiale per Principianti - Un Curriculum
 
-|![Sketchnote by @girlie_mac https://twitter.com/girlie_mac](../../translated_images/it/ai-overview.0857791951d19500.webp)|
+|![Sketchnote by @girlie_mac https://twitter.com/girlie_mac](https://github.com/microsoft/AI-For-Beginners/raw/main/lessons/sketchnotes/ai-overview.png)|
 |:---:|
 | AI For Beginners - _Sketchnote di [@girlie_mac](https://twitter.com/girlie_mac)_ |
 
diff --git a/translations/it/lessons/README.md b/translations/it/lessons/README.md
index 04521eda..c65572ee 100644
--- a/translations/it/lessons/README.md
+++ b/translations/it/lessons/README.md
@@ -1,6 +1,6 @@
 # Panoramica
 
-![Panoramica in uno schizzo](../../../translated_images/it/ai-overview.0857791951d19500.webp)
+![Panoramica in uno schizzo](https://github.com/microsoft/AI-For-Beginners/raw/main/lessons/sketchnotes/ai-overview.png)
 
 > Schizzo di [Tomomi Imura](https://twitter.com/girlie_mac)
 
diff --git a/translations/ja/README.md b/translations/ja/README.md
index d075df6f..5a8da929 100644
--- a/translations/ja/README.md
+++ b/translations/ja/README.md
@@ -14,7 +14,7 @@
 
 # 初心者向け人工知能 - カリキュラム
 
-|![Sketchnote by @girlie_mac https://twitter.com/girlie_mac](../../translated_images/ja/ai-overview.0857791951d19500.webp)|
+|![Sketchnote by @girlie_mac https://twitter.com/girlie_mac](https://github.com/microsoft/AI-For-Beginners/raw/main/lessons/sketchnotes/ai-overview.png)|
 |:---:|
 | AI For Beginners - _[@girlie_mac](https://twitter.com/girlie_mac)によるスケッチノート_ |
 
diff --git a/translations/ja/lessons/README.md b/translations/ja/lessons/README.md
index feede62b..e5c6f62b 100644
--- a/translations/ja/lessons/README.md
+++ b/translations/ja/lessons/README.md
@@ -1,6 +1,6 @@
 # 概要
 
-![概要のイラスト](../../../translated_images/ja/ai-overview.0857791951d19500.webp)
+![概要のイラスト](https://github.com/microsoft/AI-For-Beginners/raw/main/lessons/sketchnotes/ai-overview.png)
 
 > スケッチノート作成者：[Tomomi Imura](https://twitter.com/girlie_mac)
 
diff --git a/translations/kn/README.md b/translations/kn/README.md
index d7278028..4cf7d186 100644
--- a/translations/kn/README.md
+++ b/translations/kn/README.md
@@ -14,7 +14,7 @@
 
 # ಆರಂಭಿಕರಿಗಾಗಿ ಕೃತಕ ಬುದ್ಧಿಮತ್ತೆ - ಒಂದು ಪಾಠಕ್ರಮ
 
-|![Sketchnote by @girlie_mac https://twitter.com/girlie_mac](../../translated_images/kn/ai-overview.0857791951d19500.webp)|
+|![Sketchnote by @girlie_mac https://twitter.com/girlie_mac](https://github.com/microsoft/AI-For-Beginners/raw/main/lessons/sketchnotes/ai-overview.png)|
 |:---:|
 | ಆರಂಭಿಕರಿಗಾಗಿ AI - _ಸ್ಕೆಚ್ನೋಟ್ [@girlie_mac](https://twitter.com/girlie_mac) ಅವರಿಂದ_ |
 
diff --git a/translations/kn/lessons/README.md b/translations/kn/lessons/README.md
index 8c14dfe2..391f13e3 100644
--- a/translations/kn/lessons/README.md
+++ b/translations/kn/lessons/README.md
@@ -1,6 +1,6 @@
 # ಅವಲೋಕನ
 
-![ಡೂಡಲ್‌ನಲ್ಲಿ ಅವಲೋಕನ](../../../translated_images/kn/ai-overview.0857791951d19500.webp)
+![ಡೂಡಲ್‌ನಲ್ಲಿ ಅವಲೋಕನ](https://github.com/microsoft/AI-For-Beginners/raw/main/lessons/sketchnotes/ai-overview.png)
 
 > ಸ್ಕೆಚ್‌ನೋಟ್ [ಟೊಮೊಮಿ ಇಮುರು](https://twitter.com/girlie_mac) ಅವರಿಂದ
 
diff --git a/translations/ko/README.md b/translations/ko/README.md
index 40f9988e..c921d5a9 100644
--- a/translations/ko/README.md
+++ b/translations/ko/README.md
@@ -14,7 +14,7 @@
 
 # 초보자를 위한 인공지능 - 커리큘럼
 
-|![Sketchnote by @girlie_mac https://twitter.com/girlie_mac](../../translated_images/ko/ai-overview.0857791951d19500.webp)|
+|![Sketchnote by @girlie_mac https://twitter.com/girlie_mac](https://github.com/microsoft/AI-For-Beginners/raw/main/lessons/sketchnotes/ai-overview.png)|
 |:---:|
 | 초보자를 위한 AI - _[@girlie_mac](https://twitter.com/girlie_mac) 스케치노트_ |
 
diff --git a/translations/ko/lessons/README.md b/translations/ko/lessons/README.md
index 801bca0b..80733936 100644
--- a/translations/ko/lessons/README.md
+++ b/translations/ko/lessons/README.md
@@ -1,6 +1,6 @@
 # 개요
 
-![낙서로 그린 개요](../../../translated_images/ko/ai-overview.0857791951d19500.webp)
+![낙서로 그린 개요](https://github.com/microsoft/AI-For-Beginners/raw/main/lessons/sketchnotes/ai-overview.png)
 
 > 스케치노트: [Tomomi Imura](https://twitter.com/girlie_mac)
 
diff --git a/translations/lt/README.md b/translations/lt/README.md
index 745583fd..13d68797 100644
--- a/translations/lt/README.md
+++ b/translations/lt/README.md
@@ -14,7 +14,7 @@
 
 # Dirbtinis intelektas pradedantiesiems - mokymo programa
 
-|![Sketchnote by @girlie_mac https://twitter.com/girlie_mac](../../translated_images/lt/ai-overview.0857791951d19500.webp)|
+|![Sketchnote by @girlie_mac https://twitter.com/girlie_mac](https://github.com/microsoft/AI-For-Beginners/raw/main/lessons/sketchnotes/ai-overview.png)|
 |:---:|
 | Dirbtinis intelektas pradedantiesiems - _Sketchnote by [@girlie_mac](https://twitter.com/girlie_mac)_ |
 
diff --git a/translations/lt/lessons/README.md b/translations/lt/lessons/README.md
index dbfc5762..cd0aa944 100644
--- a/translations/lt/lessons/README.md
+++ b/translations/lt/lessons/README.md
@@ -1,6 +1,6 @@
 # Apžvalga
 
-![Apžvalga piešinyje](../../../translated_images/lt/ai-overview.0857791951d19500.webp)
+![Apžvalga piešinyje](https://github.com/microsoft/AI-For-Beginners/raw/main/lessons/sketchnotes/ai-overview.png)
 
 > Piešinys sukurtas [Tomomi Imura](https://twitter.com/girlie_mac)
 
diff --git a/translations/ml/README.md b/translations/ml/README.md
index 3042dc6b..7fc9899c 100644
--- a/translations/ml/README.md
+++ b/translations/ml/README.md
@@ -14,7 +14,7 @@
 
 # ന്യൂകരുതലിന്റെ പരിചയം - ഒരു പാഠ്യപദ്ധതി
 
-|![Sketchnote by @girlie_mac https://twitter.com/girlie_mac](../../translated_images/ml/ai-overview.0857791951d19500.webp)|
+|![Sketchnote by @girlie_mac https://twitter.com/girlie_mac](https://github.com/microsoft/AI-For-Beginners/raw/main/lessons/sketchnotes/ai-overview.png)|
 |:---:|
 | ന്യൂകരുതൽ ഫോർ ബിഗിനേഴ്സ് - _സ്കെച്ച്നോട്ട് [@girlie_mac](https://twitter.com/girlie_mac) എന്നതിലൂടെ_ |
 
diff --git a/translations/ml/lessons/README.md b/translations/ml/lessons/README.md
index a51d03c5..8b18b9ac 100644
--- a/translations/ml/lessons/README.md
+++ b/translations/ml/lessons/README.md
@@ -1,6 +1,6 @@
 # അവലോകനം
 
-![ഒരു ഡ്രോയിങ്ങിൽ അവലോകനം](../../../translated_images/ml/ai-overview.0857791951d19500.webp)
+![ഒരു ഡ്രോയിങ്ങിൽ അവലോകനം](https://github.com/microsoft/AI-For-Beginners/raw/main/lessons/sketchnotes/ai-overview.png)
 
 > സ്കെച്ച്നോട്ട് [ടോമോമി ഇമുര](https://twitter.com/girlie_mac) എഴുതിയത്
 
diff --git a/translations/mr/README.md b/translations/mr/README.md
index 4e81eb8e..24fca9a2 100644
--- a/translations/mr/README.md
+++ b/translations/mr/README.md
@@ -14,7 +14,7 @@
 
 # Artificial Intelligence for Beginners - A Curriculum
 
-|![Sketchnote by @girlie_mac https://twitter.com/girlie_mac](../../translated_images/mr/ai-overview.0857791951d19500.webp)|
+|![Sketchnote by @girlie_mac https://twitter.com/girlie_mac](https://github.com/microsoft/AI-For-Beginners/raw/main/lessons/sketchnotes/ai-overview.png)|
 |:---:|
 | AI For Beginners - _Sketchnote by [@girlie_mac](https://twitter.com/girlie_mac)_ |
 
diff --git a/translations/mr/lessons/README.md b/translations/mr/lessons/README.md
index 299562a0..341a4336 100644
--- a/translations/mr/lessons/README.md
+++ b/translations/mr/lessons/README.md
@@ -1,6 +1,6 @@
 # आढावा
 
-![डूडलमधील आढावा](../../../translated_images/mr/ai-overview.0857791951d19500.webp)
+![डूडलमधील आढावा](https://github.com/microsoft/AI-For-Beginners/raw/main/lessons/sketchnotes/ai-overview.png)
 
 > स्केच नोट: [Tomomi Imura](https://twitter.com/girlie_mac)
 
diff --git a/translations/ms/README.md b/translations/ms/README.md
index 0957ed57..34e1975d 100644
--- a/translations/ms/README.md
+++ b/translations/ms/README.md
@@ -14,7 +14,7 @@
 
 # Kecerdasan Buatan untuk Pemula - Kurikulum
 
-|![Sketchnote oleh @girlie_mac https://twitter.com/girlie_mac](../../translated_images/ms/ai-overview.0857791951d19500.webp)|
+|![Sketchnote oleh @girlie_mac https://twitter.com/girlie_mac](https://github.com/microsoft/AI-For-Beginners/raw/main/lessons/sketchnotes/ai-overview.png)|
 |:---:|
 | AI Untuk Pemula - _Sketchnote oleh [@girlie_mac](https://twitter.com/girlie_mac)_ |
 
diff --git a/translations/ms/lessons/README.md b/translations/ms/lessons/README.md
index 4c3f7927..4813c389 100644
--- a/translations/ms/lessons/README.md
+++ b/translations/ms/lessons/README.md
@@ -1,6 +1,6 @@
 # Gambaran Keseluruhan
 
-![Gambaran Keseluruhan dalam bentuk lakaran](../../../translated_images/ms/ai-overview.0857791951d19500.webp)
+![Gambaran Keseluruhan dalam bentuk lakaran](https://github.com/microsoft/AI-For-Beginners/raw/main/lessons/sketchnotes/ai-overview.png)
 
 > Lakaran oleh [Tomomi Imura](https://twitter.com/girlie_mac)
 
diff --git a/translations/my/README.md b/translations/my/README.md
index dad409bd..6ab17c10 100644
--- a/translations/my/README.md
+++ b/translations/my/README.md
@@ -14,7 +14,7 @@
 
 # ကလေ့လာသူများအတွက် အနှစ်သာရ ဒစ်ဂျစ်တယ် ဉာဏ်ရည်
 
-|![Sketchnote by @girlie_mac https://twitter.com/girlie_mac](../../translated_images/my/ai-overview.0857791951d19500.webp)|
+|![Sketchnote by @girlie_mac https://twitter.com/girlie_mac](https://github.com/microsoft/AI-For-Beginners/raw/main/lessons/sketchnotes/ai-overview.png)|
 |:---:|
 | ကလေ့လာသူများအတွက် အနှစ်သာရ ဒစ်ဂျစ်တယ် ဉာဏ်ရည် - _Sketchnote by [@girlie_mac](https://twitter.com/girlie_mac)_ |
 
diff --git a/translations/my/lessons/README.md b/translations/my/lessons/README.md
index dc41ccf4..59c1b838 100644
--- a/translations/my/lessons/README.md
+++ b/translations/my/lessons/README.md
@@ -1,6 +1,6 @@
 # အကျဉ်းချုပ်
 
-![အကျဉ်းချုပ်ကို ရေးဆွဲထားသော ပုံ](../../../translated_images/my/ai-overview.0857791951d19500.webp)
+![အကျဉ်းချုပ်ကို ရေးဆွဲထားသော ပုံ](https://github.com/microsoft/AI-For-Beginners/raw/main/lessons/sketchnotes/ai-overview.png)
 
 > [Tomomi Imura](https://twitter.com/girlie_mac) မှ ရေးဆွဲထားသော Sketchnote
 
diff --git a/translations/ne/README.md b/translations/ne/README.md
index f834707f..4db7b7e9 100644
--- a/translations/ne/README.md
+++ b/translations/ne/README.md
@@ -14,7 +14,7 @@
 
 # सुरुक्ष्म बुद्धिमत्ता आरम्भकर्ताहरूका लागि - एउटा पाठ्यक्रम
 
-|![Sketchnote by @girlie_mac https://twitter.com/girlie_mac](../../translated_images/ne/ai-overview.0857791951d19500.webp)|
+|![Sketchnote by @girlie_mac https://twitter.com/girlie_mac](https://github.com/microsoft/AI-For-Beginners/raw/main/lessons/sketchnotes/ai-overview.png)|
 |:---:|
 | सुरुक्ष्म बुद्धिमत्ता आरम्भकर्ताहरूका लागि - _स्केचनोट द्वारा [@girlie_mac](https://twitter.com/girlie_mac)_ |
 
diff --git a/translations/ne/lessons/README.md b/translations/ne/lessons/README.md
index 63fb9ab9..2dd055b6 100644
--- a/translations/ne/lessons/README.md
+++ b/translations/ne/lessons/README.md
@@ -1,6 +1,6 @@
 # अवलोकन
 
-![डुडलमा अवलोकन](../../../translated_images/ne/ai-overview.0857791951d19500.webp)
+![डुडलमा अवलोकन](https://github.com/microsoft/AI-For-Beginners/raw/main/lessons/sketchnotes/ai-overview.png)
 
 > स्केच नोट [Tomomi Imura](https://twitter.com/girlie_mac) द्वारा
 
diff --git a/translations/nl/README.md b/translations/nl/README.md
index f76dfe01..ac65cdb9 100644
--- a/translations/nl/README.md
+++ b/translations/nl/README.md
@@ -14,7 +14,7 @@
 
 # Kunstmatige Intelligentie voor Beginners - Een Curriculum
 
-|![Sketchnote door @girlie_mac https://twitter.com/girlie_mac](../../translated_images/nl/ai-overview.0857791951d19500.webp)|
+|![Sketchnote door @girlie_mac https://twitter.com/girlie_mac](https://github.com/microsoft/AI-For-Beginners/raw/main/lessons/sketchnotes/ai-overview.png)|
 |:---:|
 | AI Voor Beginners - _Sketchnote door [@girlie_mac](https://twitter.com/girlie_mac)_ |
 
diff --git a/translations/nl/lessons/README.md b/translations/nl/lessons/README.md
index 232c4ebe..ffe44168 100644
--- a/translations/nl/lessons/README.md
+++ b/translations/nl/lessons/README.md
@@ -1,6 +1,6 @@
 # Overzicht
 
-![Overzicht in een schets](../../../translated_images/nl/ai-overview.0857791951d19500.webp)
+![Overzicht in een schets](https://github.com/microsoft/AI-For-Beginners/raw/main/lessons/sketchnotes/ai-overview.png)
 
 > Schetsnotitie door [Tomomi Imura](https://twitter.com/girlie_mac)
 
diff --git a/translations/no/README.md b/translations/no/README.md
index 8f9055ee..44d759d0 100644
--- a/translations/no/README.md
+++ b/translations/no/README.md
@@ -14,7 +14,7 @@
 
 # Kunstig intelligens for nybegynnere - Et pensum
 
-|![Sketchnote av @girlie_mac https://twitter.com/girlie_mac](../../translated_images/no/ai-overview.0857791951d19500.webp)|
+|![Sketchnote av @girlie_mac https://twitter.com/girlie_mac](https://github.com/microsoft/AI-For-Beginners/raw/main/lessons/sketchnotes/ai-overview.png)|
 |:---:|
 | Kunstig intelligens for nybegynnere - _Sketchnote av [@girlie_mac](https://twitter.com/girlie_mac)_ |
 
diff --git a/translations/no/lessons/README.md b/translations/no/lessons/README.md
index 0f745ade..849ddf4c 100644
--- a/translations/no/lessons/README.md
+++ b/translations/no/lessons/README.md
@@ -1,6 +1,6 @@
 # Oversikt
 
-![Oversikt i en skisse](../../../translated_images/no/ai-overview.0857791951d19500.webp)
+![Oversikt i en skisse](https://github.com/microsoft/AI-For-Beginners/raw/main/lessons/sketchnotes/ai-overview.png)
 
 > Skisse laget av [Tomomi Imura](https://twitter.com/girlie_mac)
 
diff --git a/translations/pa/README.md b/translations/pa/README.md
index d7d84383..a3c7a228 100644
--- a/translations/pa/README.md
+++ b/translations/pa/README.md
@@ -14,7 +14,7 @@
 
 # ਬੇਗਿਨਰਜ਼ ਲਈ ਕ੍ਰਿਤ੍ਰਿਮ ਬੁੱਧੀ - ਇੱਕ ਅਕਾਦਮਿਕ ਪਾਠਕ੍ਰਮ
 
-|![Sketchnote by @girlie_mac https://twitter.com/girlie_mac](../../translated_images/pa/ai-overview.0857791951d19500.webp)|
+|![Sketchnote by @girlie_mac https://twitter.com/girlie_mac](https://github.com/microsoft/AI-For-Beginners/raw/main/lessons/sketchnotes/ai-overview.png)|
 |:---:|
 | ਬੇਗਿਨਰਜ਼ ਲਈ ਕ੍ਰਿਤ੍ਰਿਮ ਬੁੱਧੀ - _ਸਕੇਚ ਨੋਟ ਬਾਈ [@girlie_mac](https://twitter.com/girlie_mac)_ |
 
diff --git a/translations/pa/lessons/README.md b/translations/pa/lessons/README.md
index 2c5cb618..163fef2b 100644
--- a/translations/pa/lessons/README.md
+++ b/translations/pa/lessons/README.md
@@ -1,6 +1,6 @@
 # ਝਲਕ
 
-![ਝਲਕ ਇੱਕ ਡੂਡਲ ਵਿੱਚ](../../../translated_images/pa/ai-overview.0857791951d19500.webp)
+![ਝਲਕ ਇੱਕ ਡੂਡਲ ਵਿੱਚ](https://github.com/microsoft/AI-For-Beginners/raw/main/lessons/sketchnotes/ai-overview.png)
 
 > ਸਕੈਚਨੋਟ [Tomomi Imura](https://twitter.com/girlie_mac) ਦੁਆਰਾ
 
diff --git a/translations/pcm/README.md b/translations/pcm/README.md
index 1c36c5a6..2cbb2444 100644
--- a/translations/pcm/README.md
+++ b/translations/pcm/README.md
@@ -14,7 +14,7 @@
 
 # Artificial Intelligence for Beginners - A Curriculum
 
-|![Sketchnote by @girlie_mac https://twitter.com/girlie_mac](../../translated_images/pcm/ai-overview.0857791951d19500.webp)|
+|![Sketchnote by @girlie_mac https://twitter.com/girlie_mac](https://github.com/microsoft/AI-For-Beginners/raw/main/lessons/sketchnotes/ai-overview.png)|
 |:---:|
 | AI For Beginners - _Sketchnote by [@girlie_mac](https://twitter.com/girlie_mac)_ |
 
diff --git a/translations/pcm/lessons/README.md b/translations/pcm/lessons/README.md
index c2ed648b..3c811537 100644
--- a/translations/pcm/lessons/README.md
+++ b/translations/pcm/lessons/README.md
@@ -1,6 +1,6 @@
 # Overview
 
-![Overview wey dem draw like doodle](../../../translated_images/pcm/ai-overview.0857791951d19500.webp)
+![Overview wey dem draw like doodle](https://github.com/microsoft/AI-For-Beginners/raw/main/lessons/sketchnotes/ai-overview.png)
 
 > Sketchnote by [Tomomi Imura](https://twitter.com/girlie_mac)
 
diff --git a/translations/pl/README.md b/translations/pl/README.md
index 86b2fefb..8fc851e0 100644
--- a/translations/pl/README.md
+++ b/translations/pl/README.md
@@ -14,7 +14,7 @@
 
 # Sztuczna inteligencja dla początkujących - Program nauczania
 
-|![Sketchnote by @girlie_mac https://twitter.com/girlie_mac](../../translated_images/pl/ai-overview.0857791951d19500.webp)|
+|![Sketchnote by @girlie_mac https://twitter.com/girlie_mac](https://github.com/microsoft/AI-For-Beginners/raw/main/lessons/sketchnotes/ai-overview.png)|
 |:---:|
 | AI For Beginners - _Sketchnote autorstwa [@girlie_mac](https://twitter.com/girlie_mac)_ |
 
diff --git a/translations/pl/lessons/README.md b/translations/pl/lessons/README.md
index 5e27ae66..be22eb7e 100644
--- a/translations/pl/lessons/README.md
+++ b/translations/pl/lessons/README.md
@@ -1,6 +1,6 @@
 # Przegląd
 
-![Przegląd w formie szkicu](../../../lessons/sketchnotes/ai-overview.png)
+![Przegląd w formie szkicu](https://github.com/microsoft/AI-For-Beginners/raw/main/lessons/sketchnotes/ai-overview.png)
 
 > Szkic autorstwa [Tomomi Imura](https://twitter.com/girlie_mac)
 
diff --git a/translations/pt-BR/README.md b/translations/pt-BR/README.md
index 25707a4a..a4d6d32e 100644
--- a/translations/pt-BR/README.md
+++ b/translations/pt-BR/README.md
@@ -14,7 +14,7 @@
 
 # Inteligência Artificial para Iniciantes - Um Currículo
 
-|![Sketchnote por @girlie_mac https://twitter.com/girlie_mac](../../translated_images/pt-BR/ai-overview.0857791951d19500.webp)|
+|![Sketchnote por @girlie_mac https://twitter.com/girlie_mac](https://github.com/microsoft/AI-For-Beginners/raw/main/lessons/sketchnotes/ai-overview.png)|
 |:---:|
 | AI For Beginners - _Sketchnote por [@girlie_mac](https://twitter.com/girlie_mac)_ |
 
diff --git a/translations/pt-BR/lessons/README.md b/translations/pt-BR/lessons/README.md
index 2c593053..9678d39c 100644
--- a/translations/pt-BR/lessons/README.md
+++ b/translations/pt-BR/lessons/README.md
@@ -1,6 +1,6 @@
 # Visão Geral
 
-![Visão Geral em um rabisco](../../../translated_images/pt-BR/ai-overview.0857791951d19500.webp)
+![Visão Geral em um rabisco](https://github.com/microsoft/AI-For-Beginners/raw/main/lessons/sketchnotes/ai-overview.png)
 
 > Rabisco por [Tomomi Imura](https://twitter.com/girlie_mac)
 
diff --git a/translations/pt-PT/README.md b/translations/pt-PT/README.md
index 7470377b..94673e35 100644
--- a/translations/pt-PT/README.md
+++ b/translations/pt-PT/README.md
@@ -14,7 +14,7 @@
 
 # Inteligência Artificial para Iniciantes - Um Currículo
 
-|![Sketchnote by @girlie_mac https://twitter.com/girlie_mac](../../translated_images/pt-PT/ai-overview.0857791951d19500.webp)|
+|![Sketchnote by @girlie_mac https://twitter.com/girlie_mac](https://github.com/microsoft/AI-For-Beginners/raw/main/lessons/sketchnotes/ai-overview.png)|
 |:---:|
 | AI For Beginners - _Sketchnote por [@girlie_mac](https://twitter.com/girlie_mac)_ |
 
diff --git a/translations/pt-PT/lessons/README.md b/translations/pt-PT/lessons/README.md
index ccd076ab..c86751d1 100644
--- a/translations/pt-PT/lessons/README.md
+++ b/translations/pt-PT/lessons/README.md
@@ -1,6 +1,6 @@
 # Visão Geral
 
-![Visão Geral em um rabisco](../../../lessons/sketchnotes/ai-overview.png)
+![Visão Geral em um rabisco](https://github.com/microsoft/AI-For-Beginners/raw/main/lessons/sketchnotes/ai-overview.png)
 
 > Rabisco por [Tomomi Imura](https://twitter.com/girlie_mac)
 
diff --git a/translations/ro/README.md b/translations/ro/README.md
index 4fc0c559..f607348c 100644
--- a/translations/ro/README.md
+++ b/translations/ro/README.md
@@ -14,7 +14,7 @@
 
 # Inteligență Artificială pentru Începători - Un Curriculum
 
-|![Sketchnote by @girlie_mac https://twitter.com/girlie_mac](../../translated_images/ro/ai-overview.0857791951d19500.webp)|
+|![Sketchnote by @girlie_mac https://twitter.com/girlie_mac](https://github.com/microsoft/AI-For-Beginners/raw/main/lessons/sketchnotes/ai-overview.png)|
 |:---:|
 | Inteligență Artificială pentru Începători - _Sketchnote de [@girlie_mac](https://twitter.com/girlie_mac)_ |
 
diff --git a/translations/ro/lessons/README.md b/translations/ro/lessons/README.md
index 0ef0a877..94aa6bb6 100644
--- a/translations/ro/lessons/README.md
+++ b/translations/ro/lessons/README.md
@@ -1,6 +1,6 @@
 # Prezentare generală
 
-![Prezentare generală într-un desen](../../../translated_images/ro/ai-overview.0857791951d19500.webp)
+![Prezentare generală într-un desen](https://github.com/microsoft/AI-For-Beginners/raw/main/lessons/sketchnotes/ai-overview.png)
 
 > Notiță ilustrată de [Tomomi Imura](https://twitter.com/girlie_mac)
 
diff --git a/translations/ru/README.md b/translations/ru/README.md
index a45b9379..8355f490 100644
--- a/translations/ru/README.md
+++ b/translations/ru/README.md
@@ -14,7 +14,7 @@
 
 # Искусственный интеллект для начинающих - Учебная программа
 
-|![Sketchnote by @girlie_mac https://twitter.com/girlie_mac](../../translated_images/ru/ai-overview.0857791951d19500.webp)|
+|![Sketchnote by @girlie_mac https://twitter.com/girlie_mac](https://github.com/microsoft/AI-For-Beginners/raw/main/lessons/sketchnotes/ai-overview.png)|
 |:---:|
 | Искусственный интеллект для начинающих - _Скетчноут от [@girlie_mac](https://twitter.com/girlie_mac)_ |
 
diff --git a/translations/ru/lessons/README.md b/translations/ru/lessons/README.md
index 908d5b29..87f71679 100644
--- a/translations/ru/lessons/README.md
+++ b/translations/ru/lessons/README.md
@@ -1,6 +1,6 @@
 # Обзор
 
-![Обзор в виде рисунка](../../../translated_images/ru/ai-overview.0857791951d19500.webp)
+![Обзор в виде рисунка](https://github.com/microsoft/AI-For-Beginners/raw/main/lessons/sketchnotes/ai-overview.png)
 
 > Рисунок от [Tomomi Imura](https://twitter.com/girlie_mac)
 
diff --git a/translations/sk/README.md b/translations/sk/README.md
index 85e9f305..44395fd6 100644
--- a/translations/sk/README.md
+++ b/translations/sk/README.md
@@ -14,7 +14,7 @@
 
 # Umelá inteligencia pre začiatočníkov - učebný plán
 
-|![Sketchnote by @girlie_mac https://twitter.com/girlie_mac](../../translated_images/sk/ai-overview.0857791951d19500.webp)|
+|![Sketchnote by @girlie_mac https://twitter.com/girlie_mac](https://github.com/microsoft/AI-For-Beginners/raw/main/lessons/sketchnotes/ai-overview.png)|
 |:---:|
 | AI pre začiatočníkov - _Sketchnote od [@girlie_mac](https://twitter.com/girlie_mac)_ |
 
diff --git a/translations/sk/lessons/README.md b/translations/sk/lessons/README.md
index 321c9af1..4bdb5214 100644
--- a/translations/sk/lessons/README.md
+++ b/translations/sk/lessons/README.md
@@ -1,6 +1,6 @@
 # Prehľad
 
-![Prehľad v kresbe](../../../translated_images/sk/ai-overview.0857791951d19500.webp)
+![Prehľad v kresbe](https://github.com/microsoft/AI-For-Beginners/raw/main/lessons/sketchnotes/ai-overview.png)
 
 > Kresba od [Tomomi Imura](https://twitter.com/girlie_mac)
 
diff --git a/translations/sl/README.md b/translations/sl/README.md
index 6943af6d..5df1533b 100644
--- a/translations/sl/README.md
+++ b/translations/sl/README.md
@@ -14,7 +14,7 @@
 
 # Umetna inteligenca za začetnike - učni načrt
 
-|![Sketchnote by @girlie_mac https://twitter.com/girlie_mac](../../translated_images/sl/ai-overview.0857791951d19500.webp)|
+|![Sketchnote by @girlie_mac https://twitter.com/girlie_mac](https://github.com/microsoft/AI-For-Beginners/raw/main/lessons/sketchnotes/ai-overview.png)|
 |:---:|
 | AI For Beginners - _Sketchnote avtorja [@girlie_mac](https://twitter.com/girlie_mac)_ |
 
diff --git a/translations/sl/lessons/README.md b/translations/sl/lessons/README.md
index aa59b635..36950135 100644
--- a/translations/sl/lessons/README.md
+++ b/translations/sl/lessons/README.md
@@ -1,6 +1,6 @@
 # Pregled
 
-![Pregled v skici](../../../translated_images/sl/ai-overview.0857791951d19500.webp)
+![Pregled v skici](https://github.com/microsoft/AI-For-Beginners/raw/main/lessons/sketchnotes/ai-overview.png)
 
 > Skica avtorja [Tomomi Imura](https://twitter.com/girlie_mac)
 
diff --git a/translations/sr/README.md b/translations/sr/README.md
index 9995c6d5..814fe6f2 100644
--- a/translations/sr/README.md
+++ b/translations/sr/README.md
@@ -14,7 +14,7 @@
 
 # Вештачка интелигенција за почетнике - наставни план
 
-|![Скетчнот од @girlie_mac https://twitter.com/girlie_mac](../../translated_images/sr/ai-overview.0857791951d19500.webp)|
+|![Скетчнот од @girlie_mac https://twitter.com/girlie_mac](https://github.com/microsoft/AI-For-Beginners/raw/main/lessons/sketchnotes/ai-overview.png)|
 |:---:|
 | AI For Beginners - _Скетчнот од [@girlie_mac](https://twitter.com/girlie_mac)_ |
 
diff --git a/translations/sr/lessons/README.md b/translations/sr/lessons/README.md
index a03f63c5..8548308f 100644
--- a/translations/sr/lessons/README.md
+++ b/translations/sr/lessons/README.md
@@ -1,6 +1,6 @@
 # Преглед
 
-![Преглед у виду цртежа](../../../translated_images/sr/ai-overview.0857791951d19500.webp)
+![Преглед у виду цртежа](https://github.com/microsoft/AI-For-Beginners/raw/main/lessons/sketchnotes/ai-overview.png)
 
 > Цртеж белешке од [Tomomi Imura](https://twitter.com/girlie_mac)
 
diff --git a/translations/sv/README.md b/translations/sv/README.md
index a504bfa5..0bccedff 100644
--- a/translations/sv/README.md
+++ b/translations/sv/README.md
@@ -14,7 +14,7 @@
 
 # Artificial Intelligence for Beginners - Ett läroplan
 
-|![Sketchnote by @girlie_mac https://twitter.com/girlie_mac](../../translated_images/sv/ai-overview.0857791951d19500.webp)|
+|![Sketchnote by @girlie_mac https://twitter.com/girlie_mac](https://github.com/microsoft/AI-For-Beginners/raw/main/lessons/sketchnotes/ai-overview.png)|
 |:---:|
 | AI For Beginners - _Sketchnote av [@girlie_mac](https://twitter.com/girlie_mac)_ |
 
diff --git a/translations/sv/lessons/README.md b/translations/sv/lessons/README.md
index d10bb2d8..3aed41c8 100644
--- a/translations/sv/lessons/README.md
+++ b/translations/sv/lessons/README.md
@@ -1,6 +1,6 @@
 # Översikt
 
-![Översikt i en skiss](../../../translated_images/sv/ai-overview.0857791951d19500.webp)
+![Översikt i en skiss](https://github.com/microsoft/AI-For-Beginners/raw/main/lessons/sketchnotes/ai-overview.png)
 
 > Skissanteckning av [Tomomi Imura](https://twitter.com/girlie_mac)
 
diff --git a/translations/sw/README.md b/translations/sw/README.md
index 61e7d084..e427e70b 100644
--- a/translations/sw/README.md
+++ b/translations/sw/README.md
@@ -14,7 +14,7 @@
 
 # Akili Bandia kwa Waanzilishi - Mtaala
 
-|![Picha Picha na @girlie_mac https://twitter.com/girlie_mac](../../translated_images/sw/ai-overview.0857791951d19500.webp)|
+|![Picha Picha na @girlie_mac https://twitter.com/girlie_mac](https://github.com/microsoft/AI-For-Beginners/raw/main/lessons/sketchnotes/ai-overview.png)|
 |:---:|
 | Akili Bandia kwa Waanzilishi - _Picha Picha na [@girlie_mac](https://twitter.com/girlie_mac)_ |
 
diff --git a/translations/sw/lessons/README.md b/translations/sw/lessons/README.md
index aa453bf4..c05743db 100644
--- a/translations/sw/lessons/README.md
+++ b/translations/sw/lessons/README.md
@@ -1,6 +1,6 @@
 # Muhtasari
 
-![Muhtasari katika mchoro](../../../translated_images/sw/ai-overview.0857791951d19500.webp)
+![Muhtasari katika mchoro](https://github.com/microsoft/AI-For-Beginners/raw/main/lessons/sketchnotes/ai-overview.png)
 
 > Mchoro wa maandishi na [Tomomi Imura](https://twitter.com/girlie_mac)
 
diff --git a/translations/ta/README.md b/translations/ta/README.md
index b6ca57cc..ca3528d9 100644
--- a/translations/ta/README.md
+++ b/translations/ta/README.md
@@ -14,7 +14,7 @@
 
 # முதல்முறையாக கற்கArtificial Intelligence - பாடத்திட்டம்
 
-|![Sketchnote by @girlie_mac https://twitter.com/girlie_mac](../../translated_images/ta/ai-overview.0857791951d19500.webp)|
+|![Sketchnote by @girlie_mac https://twitter.com/girlie_mac](https://github.com/microsoft/AI-For-Beginners/raw/main/lessons/sketchnotes/ai-overview.png)|
 |:---:|
 | AI முதன்முறையாக கற்றல் - _[கிர்லி_மேக்](https://twitter.com/girlie_mac) ஆல் செய்த ஸ்கெட்ச் நோட்_ |
 
diff --git a/translations/ta/lessons/README.md b/translations/ta/lessons/README.md
index d83f570c..3c06b3b9 100644
--- a/translations/ta/lessons/README.md
+++ b/translations/ta/lessons/README.md
@@ -1,6 +1,6 @@
 # மேலோட்டம்
 
-![ஒரு ஓவியத்தில் மேலோட்டம்](../../../translated_images/ta/ai-overview.0857791951d19500.webp)
+![ஒரு ஓவியத்தில் மேலோட்டம்](https://github.com/microsoft/AI-For-Beginners/raw/main/lessons/sketchnotes/ai-overview.png)
 
 > ஸ்கெட்ச் குறிப்பு: [Tomomi Imura](https://twitter.com/girlie_mac)
 
diff --git a/translations/te/README.md b/translations/te/README.md
index ddf8cd2f..62ba6c1e 100644
--- a/translations/te/README.md
+++ b/translations/te/README.md
@@ -14,7 +14,7 @@
 
 # ప్రారంభికుల కోసం కృత్రిమ మేధస్సు - ఒక పాఠ్యક્રમం
 
-|![Sketchnote by @girlie_mac https://twitter.com/girlie_mac](../../translated_images/te/ai-overview.0857791951d19500.webp)|
+|![Sketchnote by @girlie_mac https://twitter.com/girlie_mac](https://github.com/microsoft/AI-For-Beginners/raw/main/lessons/sketchnotes/ai-overview.png)|
 |:---:|
 | ప్రారంభికుల కోసం AI - _[@girlie_mac](https://twitter.com/girlie_mac) చేత స్కెచ్‌నోట్_ |
 
diff --git a/translations/te/lessons/README.md b/translations/te/lessons/README.md
index 7e03380f..689e3306 100644
--- a/translations/te/lessons/README.md
+++ b/translations/te/lessons/README.md
@@ -1,6 +1,6 @@
 # అవలోకనం
 
-![డూడుల్‌లో అవలోకనం](../../../translated_images/te/ai-overview.0857791951d19500.webp)
+![డూడుల్‌లో అవలోకనం](https://github.com/microsoft/AI-For-Beginners/raw/main/lessons/sketchnotes/ai-overview.png)
 
 > స్కెచ్‌నోట్: [టోమోమీ ఇమురా](https://twitter.com/girlie_mac)
 
diff --git a/translations/th/README.md b/translations/th/README.md
index 45824874..36a5f84b 100644
--- a/translations/th/README.md
+++ b/translations/th/README.md
@@ -14,7 +14,7 @@
 
 # ปัญญาประดิษฐ์สำหรับผู้เริ่มต้น - หลักสูตร
 
-|![Sketchnote by @girlie_mac https://twitter.com/girlie_mac](../../translated_images/th/ai-overview.0857791951d19500.webp)|
+|![Sketchnote by @girlie_mac https://twitter.com/girlie_mac](https://github.com/microsoft/AI-For-Beginners/raw/main/lessons/sketchnotes/ai-overview.png)|
 |:---:|
 | AI For Beginners - _สเก็ตช์โน้ตโดย [@girlie_mac](https://twitter.com/girlie_mac)_ |
 
diff --git a/translations/th/lessons/README.md b/translations/th/lessons/README.md
index c2be51bd..881f5e00 100644
--- a/translations/th/lessons/README.md
+++ b/translations/th/lessons/README.md
@@ -1,6 +1,6 @@
 # ภาพรวม
 
-![ภาพรวมในรูปวาด](../../../translated_images/th/ai-overview.0857791951d19500.webp)
+![ภาพรวมในรูปวาด](https://github.com/microsoft/AI-For-Beginners/raw/main/lessons/sketchnotes/ai-overview.png)
 
 > ภาพวาดโดย [Tomomi Imura](https://twitter.com/girlie_mac)
 
diff --git a/translations/tl/README.md b/translations/tl/README.md
index bb691bac..31834dff 100644
--- a/translations/tl/README.md
+++ b/translations/tl/README.md
@@ -14,7 +14,7 @@
 
 # Artificial Intelligence for Beginners - Isang Kurikulum
 
-|![Sketchnote by @girlie_mac https://twitter.com/girlie_mac](../../translated_images/tl/ai-overview.0857791951d19500.webp)|
+|![Sketchnote by @girlie_mac https://twitter.com/girlie_mac](https://github.com/microsoft/AI-For-Beginners/raw/main/lessons/sketchnotes/ai-overview.png)|
 |:---:|
 | AI For Beginners - _Sketchnote ni [@girlie_mac](https://twitter.com/girlie_mac)_ |
 
diff --git a/translations/tl/lessons/README.md b/translations/tl/lessons/README.md
index 35662c8f..1555467c 100644
--- a/translations/tl/lessons/README.md
+++ b/translations/tl/lessons/README.md
@@ -1,6 +1,6 @@
 # Pangkalahatang-ideya
 
-![Pangkalahatang-ideya sa isang doodle](../../../translated_images/tl/ai-overview.0857791951d19500.webp)
+![Pangkalahatang-ideya sa isang doodle](https://github.com/microsoft/AI-For-Beginners/raw/main/lessons/sketchnotes/ai-overview.png)
 
 > Sketchnote ni [Tomomi Imura](https://twitter.com/girlie_mac)
 
diff --git a/translations/tr/README.md b/translations/tr/README.md
index 5307c853..40f0866b 100644
--- a/translations/tr/README.md
+++ b/translations/tr/README.md
@@ -14,7 +14,7 @@
 
 # Yeni Başlayanlar için Yapay Zeka - Bir Müfredat
 
-|![Sketchnote by @girlie_mac https://twitter.com/girlie_mac](../../translated_images/tr/ai-overview.0857791951d19500.webp)|
+|![Sketchnote by @girlie_mac https://twitter.com/girlie_mac](https://github.com/microsoft/AI-For-Beginners/raw/main/lessons/sketchnotes/ai-overview.png)|
 |:---:|
 | Yapay Zeka Başlangıç - _[@girlie_mac](https://twitter.com/girlie_mac)_ tarafından Sketchnote |
 
diff --git a/translations/tr/lessons/README.md b/translations/tr/lessons/README.md
index 61e65c54..2df72f80 100644
--- a/translations/tr/lessons/README.md
+++ b/translations/tr/lessons/README.md
@@ -1,6 +1,6 @@
 # Genel Bakış
 
-![Bir çizimde genel bakış](../../../translated_images/tr/ai-overview.0857791951d19500.webp)
+![Bir çizimde genel bakış](https://github.com/microsoft/AI-For-Beginners/raw/main/lessons/sketchnotes/ai-overview.png)
 
 > Çizim notu: [Tomomi Imura](https://twitter.com/girlie_mac)
 
diff --git a/translations/uk/README.md b/translations/uk/README.md
index 5fa292db..5bb5fedb 100644
--- a/translations/uk/README.md
+++ b/translations/uk/README.md
@@ -14,7 +14,7 @@
 
 # Штучний Інтелект для Початківців - Навчальна Програма
 
-|![Sketchnote by @girlie_mac https://twitter.com/girlie_mac](../../translated_images/uk/ai-overview.0857791951d19500.webp)|
+|![Sketchnote by @girlie_mac https://twitter.com/girlie_mac](https://github.com/microsoft/AI-For-Beginners/raw/main/lessons/sketchnotes/ai-overview.png)|
 |:---:|
 | AI For Beginners - _Скетчноут від [@girlie_mac](https://twitter.com/girlie_mac)_ |
 
diff --git a/translations/uk/lessons/README.md b/translations/uk/lessons/README.md
index aafd8ba6..8c1161ed 100644
--- a/translations/uk/lessons/README.md
+++ b/translations/uk/lessons/README.md
@@ -1,6 +1,6 @@
 # Огляд
 
-![Огляд у вигляді замальовки](../../../translated_images/uk/ai-overview.0857791951d19500.webp)
+![Огляд у вигляді замальовки](https://github.com/microsoft/AI-For-Beginners/raw/main/lessons/sketchnotes/ai-overview.png)
 
 > Замальовка від [Tomomi Imura](https://twitter.com/girlie_mac)
 
diff --git a/translations/ur/README.md b/translations/ur/README.md
index 2fbc30b8..3f671ff1 100644
--- a/translations/ur/README.md
+++ b/translations/ur/README.md
@@ -14,7 +14,7 @@
 
 # ابتدائی افراد کے لیے مصنوعی ذہانت - ایک نصاب
 
-|![Sketchnote by @girlie_mac https://twitter.com/girlie_mac](../../translated_images/ur/ai-overview.0857791951d19500.webp)|
+|![Sketchnote by @girlie_mac https://twitter.com/girlie_mac](https://github.com/microsoft/AI-For-Beginners/raw/main/lessons/sketchnotes/ai-overview.png)|
 |:---:|
 | ابتدائی افراد کے لیے AI - _سکیچ نوٹ بذریعہ [@girlie_mac](https://twitter.com/girlie_mac)_ |
 
diff --git a/translations/ur/lessons/README.md b/translations/ur/lessons/README.md
index aa7d8559..2ea3fe21 100644
--- a/translations/ur/lessons/README.md
+++ b/translations/ur/lessons/README.md
@@ -1,6 +1,6 @@
 # جائزہ
 
-![ڈوڈل میں جائزہ](../../../translated_images/ur/ai-overview.0857791951d19500.webp)
+![ڈوڈل میں جائزہ](https://github.com/microsoft/AI-For-Beginners/raw/main/lessons/sketchnotes/ai-overview.png)
 
 > اسکیچ نوٹ از [Tomomi Imura](https://twitter.com/girlie_mac)
 
diff --git a/translations/vi/README.md b/translations/vi/README.md
index adda75f6..bd594354 100644
--- a/translations/vi/README.md
+++ b/translations/vi/README.md
@@ -14,7 +14,7 @@
 
 # Trí tuệ nhân tạo cho người mới bắt đầu - Một chương trình học
 
-|![Sketchnote bởi @girlie_mac https://twitter.com/girlie_mac](../../translated_images/vi/ai-overview.0857791951d19500.webp)|
+|![Sketchnote bởi @girlie_mac https://twitter.com/girlie_mac](https://github.com/microsoft/AI-For-Beginners/raw/main/lessons/sketchnotes/ai-overview.png)|
 |:---:|
 | AI Cho Người Mới Bắt Đầu - _Sketchnote bởi [@girlie_mac](https://twitter.com/girlie_mac)_ |
 
diff --git a/translations/vi/lessons/README.md b/translations/vi/lessons/README.md
index 27a3b5b1..df8a9148 100644
--- a/translations/vi/lessons/README.md
+++ b/translations/vi/lessons/README.md
@@ -1,6 +1,6 @@
 # Tổng quan
 
-![Tổng quan trong một hình vẽ minh họa](../../../translated_images/vi/ai-overview.0857791951d19500.webp)
+![Tổng quan trong một hình vẽ minh họa](https://github.com/microsoft/AI-For-Beginners/raw/main/lessons/sketchnotes/ai-overview.png)
 
 > Hình minh họa bởi [Tomomi Imura](https://twitter.com/girlie_mac)
 
diff --git a/translations/zh-CN/README.md b/translations/zh-CN/README.md
index 6453dc77..72baf714 100644
--- a/translations/zh-CN/README.md
+++ b/translations/zh-CN/README.md
@@ -14,7 +14,7 @@
 
 # 人工智能入门课程
 
-|![Sketchnote by @girlie_mac https://twitter.com/girlie_mac](../../translated_images/zh-CN/ai-overview.0857791951d19500.webp)|
+|![Sketchnote by @girlie_mac https://twitter.com/girlie_mac](https://github.com/microsoft/AI-For-Beginners/raw/main/lessons/sketchnotes/ai-overview.png)|
 |:---:|
 | AI入门 - _由 [@girlie_mac](https://twitter.com/girlie_mac) 绘制的思维导图_ |
 
diff --git a/translations/zh-CN/lessons/README.md b/translations/zh-CN/lessons/README.md
index 414a97e6..75f59ac2 100644
--- a/translations/zh-CN/lessons/README.md
+++ b/translations/zh-CN/lessons/README.md
@@ -1,6 +1,6 @@
 # 概述
 
-![概述的手绘图](../../../translated_images/zh-CN/ai-overview.0857791951d19500.webp)
+![概述的手绘图](https://github.com/microsoft/AI-For-Beginners/raw/main/lessons/sketchnotes/ai-overview.png)
 
 > 手绘笔记由 [Tomomi Imura](https://twitter.com/girlie_mac) 提供
 
diff --git a/translations/zh-HK/README.md b/translations/zh-HK/README.md
index 28610c22..f3852340 100644
--- a/translations/zh-HK/README.md
+++ b/translations/zh-HK/README.md
@@ -14,7 +14,7 @@
 
 # 初學者人工智能課程
 
-|![Sketchnote by @girlie_mac https://twitter.com/girlie_mac](../../translated_images/zh-HK/ai-overview.0857791951d19500.webp)|
+|![Sketchnote by @girlie_mac https://twitter.com/girlie_mac](https://github.com/microsoft/AI-For-Beginners/raw/main/lessons/sketchnotes/ai-overview.png)|
 |:---:|
 | AI For Beginners - _速寫筆記由 [@girlie_mac](https://twitter.com/girlie_mac) 製作_ |
 
diff --git a/translations/zh-HK/lessons/README.md b/translations/zh-HK/lessons/README.md
index a530b046..d827dcab 100644
--- a/translations/zh-HK/lessons/README.md
+++ b/translations/zh-HK/lessons/README.md
@@ -1,6 +1,6 @@
 # 概覽
 
-![概覽的手繪圖](../../../translated_images/zh-HK/ai-overview.0857791951d19500.webp)
+![概覽的手繪圖](https://github.com/microsoft/AI-For-Beginners/raw/main/lessons/sketchnotes/ai-overview.png)
 
 > 手繪筆記由 [Tomomi Imura](https://twitter.com/girlie_mac) 提供
 
diff --git a/translations/zh-MO/README.md b/translations/zh-MO/README.md
index 764f9003..4f2cde7d 100644
--- a/translations/zh-MO/README.md
+++ b/translations/zh-MO/README.md
@@ -14,7 +14,7 @@
 
 # 人工智能初學者教學大綱
 
-|![Sketchnote by @girlie_mac https://twitter.com/girlie_mac](../../translated_images/zh-MO/ai-overview.0857791951d19500.webp)|
+|![Sketchnote by @girlie_mac https://twitter.com/girlie_mac](https://github.com/microsoft/AI-For-Beginners/raw/main/lessons/sketchnotes/ai-overview.png)|
 |:---:|
 | AI For Beginners - _由 [@girlie_mac](https://twitter.com/girlie_mac) 繪製的手繪筆記_ |
 
diff --git a/translations/zh-MO/lessons/README.md b/translations/zh-MO/lessons/README.md
index eaff9191..b7319c75 100644
--- a/translations/zh-MO/lessons/README.md
+++ b/translations/zh-MO/lessons/README.md
@@ -1,6 +1,6 @@
 # 概述
 
-![概述的手繪圖](../../../translated_images/zh-MO/ai-overview.0857791951d19500.webp)
+![概述的手繪圖](https://github.com/microsoft/AI-For-Beginners/raw/main/lessons/sketchnotes/ai-overview.png)
 
 > 手繪筆記由 [Tomomi Imura](https://twitter.com/girlie_mac) 提供
 
diff --git a/translations/zh-TW/README.md b/translations/zh-TW/README.md
index a7db1d34..31b4410b 100644
--- a/translations/zh-TW/README.md
+++ b/translations/zh-TW/README.md
@@ -14,7 +14,7 @@
 
 # 人工智慧入門課程
 
-|![Sketchnote by @girlie_mac https://twitter.com/girlie_mac](../../translated_images/zh-TW/ai-overview.0857791951d19500.webp)|
+|![Sketchnote by @girlie_mac https://twitter.com/girlie_mac](https://github.com/microsoft/AI-For-Beginners/raw/main/lessons/sketchnotes/ai-overview.png)|
 |:---:|
 | 人工智慧入門 - _速寫筆記由 [@girlie_mac](https://twitter.com/girlie_mac) 製作_ |
 
diff --git a/translations/zh-TW/lessons/README.md b/translations/zh-TW/lessons/README.md
index fe752ed1..21dedab5 100644
--- a/translations/zh-TW/lessons/README.md
+++ b/translations/zh-TW/lessons/README.md
@@ -1,6 +1,6 @@
 # 概覽
 
-![概覽手繪圖](../../../translated_images/zh-TW/ai-overview.0857791951d19500.webp)
+![概覽手繪圖](https://github.com/microsoft/AI-For-Beginners/raw/main/lessons/sketchnotes/ai-overview.png)
 
 > 手繪筆記由 [Tomomi Imura](https://twitter.com/girlie_mac) 提供
 

From 141a21d5d6b09ed038781ff336590c11fe50f796 Mon Sep 17 00:00:00 2001
From: "copilot-swe-agent[bot]" <198982749+Copilot@users.noreply.github.com>
Date: Fri, 27 Feb 2026 07:01:16 +0000
Subject: [PATCH 3/3] Fix: Upgrade NLTK to 3.9.3 to patch security
 vulnerabilities

Co-authored-by: leestott <2511341+leestott@users.noreply.github.com>
---
 .devcontainer/requirements.txt         | 2 +-
 binder/requirements.txt                | 2 +-
 lessons/5-NLP/requirements-pytorch.txt | 2 +-
 lessons/5-NLP/requirements-tf.txt      | 2 +-
 requirements.txt                       | 2 +-
 5 files changed, 5 insertions(+), 5 deletions(-)

diff --git a/.devcontainer/requirements.txt b/.devcontainer/requirements.txt
index 235ec097..e350b48c 100644
--- a/.devcontainer/requirements.txt
+++ b/.devcontainer/requirements.txt
@@ -3,7 +3,7 @@ gym==0.26.2
 huggingface==0.0.1
 imageio==2.35.0
 keras==3.13.2
-nltk==3.8.1
+nltk==3.9.3
 pandas==2.2.2
 pillow==12.1.1
 pygame==2.6.0
diff --git a/binder/requirements.txt b/binder/requirements.txt
index b7ba1d0b..a26a254e 100644
--- a/binder/requirements.txt
+++ b/binder/requirements.txt
@@ -3,7 +3,7 @@ gym==0.26.2
 huggingface==0.0.1
 imageio==2.35.0
 keras==3.13.2
-nltk==3.8.2
+nltk==3.9.3
 pandas==2.0.3
 pillow==12.1.1
 pygame==2.6.0
diff --git a/lessons/5-NLP/requirements-pytorch.txt b/lessons/5-NLP/requirements-pytorch.txt
index bcc75e45..14f717a3 100644
--- a/lessons/5-NLP/requirements-pytorch.txt
+++ b/lessons/5-NLP/requirements-pytorch.txt
@@ -1,7 +1,7 @@
 gensim==3.8.3
 huggingface==0.0.1
 matplotlib
-nltk==3.5
+nltk==3.9.3
 numpy==1.22.0
 opencv-python==4.5.1.48
 Pillow==12.1.1
diff --git a/lessons/5-NLP/requirements-tf.txt b/lessons/5-NLP/requirements-tf.txt
index 5635bcdd..94ac1d5a 100644
--- a/lessons/5-NLP/requirements-tf.txt
+++ b/lessons/5-NLP/requirements-tf.txt
@@ -1,7 +1,7 @@
 gensim==3.8.3
 huggingface==0.0.1
 matplotlib
-nltk==3.5
+nltk==3.9.3
 numpy==1.22.0
 opencv-python==4.5.1.48
 Pillow==12.1.1
diff --git a/requirements.txt b/requirements.txt
index 235ec097..e350b48c 100644
--- a/requirements.txt
+++ b/requirements.txt
@@ -3,7 +3,7 @@ gym==0.26.2
 huggingface==0.0.1
 imageio==2.35.0
 keras==3.13.2
-nltk==3.8.1
+nltk==3.9.3
 pandas==2.2.2
 pillow==12.1.1
 pygame==2.6.0