new notes

kavaivaleri · kavaivaleri · commit 2b95cffb953b · 2025-07-25T12:13:30.000+02:00
diff --git a/Gemfile.lock b/Gemfile.lock
@@ -15,7 +15,7 @@ GEM
     bigdecimal (3.2.2)
     colorator (1.1.0)
     concurrent-ruby (1.3.5)
-    console (1.31.0)
+    console (1.30.2)
       fiber-annotation
       fiber-local (~> 1.1)
       json
@@ -199,7 +199,7 @@ GEM
     uri (1.0.3)
     webrick (1.9.1)
     yell (2.2.2)
-    zeitwerk (2.7.3)
+    zeitwerk (2.6.18)
 
 PLATFORMS
   aarch64-linux-gnu
diff --git a/assets/images/llm-zoomcamp/module-1/lecture-1-llms.png b/assets/images/llm-zoomcamp/module-1/lecture-1-llms.png
diff --git a/assets/images/llm-zoomcamp/module-1/lecture-1-rag.png b/assets/images/llm-zoomcamp/module-1/lecture-1-rag.png
diff --git a/assets/images/llm-zoomcamp/module-1/lecture-1-why-we-need-rag.png b/assets/images/llm-zoomcamp/module-1/lecture-1-why-we-need-rag.png
diff --git a/docs/data-engineering-zoomcamp/course-faq.md b/docs/data-engineering-zoomcamp/course-faq.md
@@ -1,5 +1,5 @@
 ---
-title: "General FAQ"
+title: "Course FAQ"
 layout: default
 nav_order: 100
 parent: Data Engineering Zoomcamp
diff --git a/docs/data-engineering-zoomcamp/index.md b/docs/data-engineering-zoomcamp/index.md
@@ -1,7 +1,7 @@
 ---
 title: "Data Engineering Zoomcamp"
 layout: default
-nav_order: 1
+nav_order: 4
 has_children: true
 description: "Complete data engineering bootcamp covering Docker, SQL, Terraform, GCP, Kafka, and Spark"
 ---
diff --git a/docs/data-engineering-zoomcamp/module-01-docker-terraform/faq/docker-compose-faq.md b/docs/data-engineering-zoomcamp/module-01-docker-terraform/faq/docker-compose-faq.md
@@ -1,7 +1,7 @@
 ---
 title: Docker Compose FAQ
 description: Frequently asked questions and troubleshooting guide for Docker Compose networking, volume mounting, hostname resolution, and service orchestration in the Data Engineering Zoomcamp
-parent: Module 1 FAQ
+parent: DE Module 1 FAQ
 nav_order: 5
 has_children: false
 ---
diff --git a/docs/data-engineering-zoomcamp/module-01-docker-terraform/faq/docker-faq.md b/docs/data-engineering-zoomcamp/module-01-docker-terraform/faq/docker-faq.md
@@ -1,7 +1,7 @@
 ---
 title: Docker FAQ
 description: Frequently asked questions and troubleshooting guide for Docker containers, volumes, networking, and platform-specific issues in the Data Engineering Zoomcamp
-parent: Module 1 FAQ
+parent: "DE Module 1 FAQ"
 nav_order: 4
 has_children: false
 ---
diff --git a/docs/data-engineering-zoomcamp/module-01-docker-terraform/faq/gcp-faq.md b/docs/data-engineering-zoomcamp/module-01-docker-terraform/faq/gcp-faq.md
@@ -1,7 +1,7 @@
 ---
 title: Google Cloud Platform FAQ
 description: Frequently asked questions and troubleshooting guide for Google Cloud Platform (GCP) issues in the Data Engineering Zoomcamp
-parent: Module 1 FAQ
+parent: "DE Module 1 FAQ"
 nav_order: 11
 has_children: false
 ---
diff --git a/docs/data-engineering-zoomcamp/module-01-docker-terraform/faq/gcp-vm-faq.md b/docs/data-engineering-zoomcamp/module-01-docker-terraform/faq/gcp-vm-faq.md
@@ -1,7 +1,7 @@
 ---
 title: GCP VM FAQ
 description: Frequently asked questions and troubleshooting guide for Google Cloud Platform Virtual Machines in the Data Engineering Zoomcamp
-parent: Module 1 FAQ
+parent: DE Module 1 FAQ
 nav_order: 12
 has_children: false
 ---
diff --git a/docs/data-engineering-zoomcamp/module-01-docker-terraform/faq/git-faq.md b/docs/data-engineering-zoomcamp/module-01-docker-terraform/faq/git-faq.md
@@ -1,7 +1,7 @@
 ---
 title: Git FAQ
 description: Frequently asked questions and troubleshooting guide for Git, Git Bash, and GitHub Codespaces in the Data Engineering Zoomcamp
-parent: Module 1 FAQ
+parent: "DE Module 1 FAQ"
 nav_order: 3
 has_children: false
 ---
diff --git a/docs/data-engineering-zoomcamp/module-01-docker-terraform/faq/index.md b/docs/data-engineering-zoomcamp/module-01-docker-terraform/faq/index.md
@@ -1,6 +1,6 @@
 ---
-title: Module 1 FAQ
-parent: Module 1
+title: DE Module 1 FAQ
+parent: "Module 1: Containerization and Infrastructure as Code"
 nav_order: 2
 ---
 
diff --git a/docs/data-engineering-zoomcamp/module-01-docker-terraform/faq/misc-faq.md b/docs/data-engineering-zoomcamp/module-01-docker-terraform/faq/misc-faq.md
@@ -1,7 +1,7 @@
 ---
 title: Miscellaneous FAQ
 description: Frequently asked questions covering various topics and general troubleshooting for the Data Engineering Zoomcamp
-parent: Module 1 FAQ
+parent: DE Module 1 FAQ
 nav_order: 14
 has_children: false
 ---
diff --git a/docs/data-engineering-zoomcamp/module-01-docker-terraform/faq/pgadmin-faq.md b/docs/data-engineering-zoomcamp/module-01-docker-terraform/faq/pgadmin-faq.md
@@ -1,7 +1,7 @@
 ---
 title: pgAdmin FAQ
 description: Frequently asked questions and troubleshooting guide for pgAdmin web interface in the Data Engineering Zoomcamp
-parent: Module 1 FAQ
+parent: DE Module 1 FAQ
 nav_order: 9
 has_children: false
 ---
diff --git a/docs/data-engineering-zoomcamp/module-01-docker-terraform/faq/pgcli-faq.md b/docs/data-engineering-zoomcamp/module-01-docker-terraform/faq/pgcli-faq.md
@@ -1,7 +1,7 @@
 ---
 title: PGCLI FAQ
 description: Frequently asked questions and troubleshooting guide for PGCLI PostgreSQL command-line interface in the Data Engineering Zoomcamp
-parent: Module 1 FAQ
+parent: DE Module 1 FAQ
 nav_order: 6
 has_children: false
 ---
diff --git a/docs/data-engineering-zoomcamp/module-01-docker-terraform/faq/postgres-faq.md b/docs/data-engineering-zoomcamp/module-01-docker-terraform/faq/postgres-faq.md
@@ -1,7 +1,7 @@
 ---
 title: PostgreSQL FAQ
 description: Frequently asked questions and troubleshooting guide for PostgreSQL database issues in the Data Engineering Zoomcamp
-parent: Module 1 FAQ
+parent: DE Module 1 FAQ
 nav_order: 7
 has_children: false
 ---
diff --git a/docs/data-engineering-zoomcamp/module-01-docker-terraform/faq/python-faq.md b/docs/data-engineering-zoomcamp/module-01-docker-terraform/faq/python-faq.md
@@ -1,7 +1,7 @@
 ---
 title: Python FAQ
 description: Frequently asked questions and troubleshooting guide for Python-related issues in the Data Engineering Zoomcamp
-parent: Module 1 FAQ
+parent: DE Module 1 FAQ
 nav_order: 10
 has_children: false
 ---
diff --git a/docs/data-engineering-zoomcamp/module-01-docker-terraform/faq/taxi-data-faq.md b/docs/data-engineering-zoomcamp/module-01-docker-terraform/faq/taxi-data-faq.md
@@ -1,7 +1,7 @@
 ---
 title: Taxi Data FAQ
 description: Frequently asked questions and troubleshooting guide for NYC Taxi data handling in the Data Engineering Zoomcamp
-parent: Module 1 FAQ
+parent: DE Module 1 FAQ
 nav_order: 2
 has_children: false
 ---
diff --git a/docs/data-engineering-zoomcamp/module-01-docker-terraform/faq/terraform-faq.md b/docs/data-engineering-zoomcamp/module-01-docker-terraform/faq/terraform-faq.md
@@ -1,7 +1,7 @@
 ---
 title: Terraform FAQ
 description: Frequently asked questions and troubleshooting guide for Terraform issues in the Data Engineering Zoomcamp
-parent: Module 1 FAQ
+parent: "DE Module 1 FAQ"
 nav_order: 13
 has_children: false
 ---
diff --git a/docs/data-engineering-zoomcamp/module-01-docker-terraform/faq/wsl-faq.md b/docs/data-engineering-zoomcamp/module-01-docker-terraform/faq/wsl-faq.md
@@ -1,7 +1,7 @@
 ---
 title: WSL FAQ
 description: Frequently asked questions and troubleshooting guide for Windows Subsystem for Linux (WSL) issues in the Data Engineering Zoomcamp
-parent: Module 1 FAQ
+parent: "DE Module 1 FAQ"
 nav_order: 8
 has_children: false
 ---
diff --git a/docs/data-engineering-zoomcamp/module-01-docker-terraform/index.md b/docs/data-engineering-zoomcamp/module-01-docker-terraform/index.md
@@ -1,5 +1,5 @@
 ---
-title: Module 1
+title: "Module 1: Containerization and Infrastructure as Code"
 parent: Data Engineering Zoomcamp
 nav_order: 1
 ---
diff --git a/docs/data-engineering-zoomcamp/module-01-docker-terraform/notes.md b/docs/data-engineering-zoomcamp/module-01-docker-terraform/notes.md
@@ -1,6 +1,6 @@
 ---
 title: Lecture Notes
-parent: Module 1
+parent: "Module 1: Containerization and Infrastructure as Code"
 nav_order: 1
 ---
 
diff --git a/docs/data-engineering-zoomcamp/module-02-data-ingestion/faq.md b/docs/data-engineering-zoomcamp/module-02-data-ingestion/faq.md
@@ -1,6 +1,6 @@
 ---
 title: FAQ
-parent: Module 2
+parent: "Module 2: Data Ingestion"
 nav_order: 2
 ---
 
diff --git a/docs/data-engineering-zoomcamp/module-02-data-ingestion/index.md b/docs/data-engineering-zoomcamp/module-02-data-ingestion/index.md
@@ -1,5 +1,5 @@
 ---
-title: Module 2
+title: "Module 2: Data Ingestion"
 parent: Data Engineering Zoomcamp
 nav_order: 2
 ---
diff --git a/docs/data-engineering-zoomcamp/module-02-data-ingestion/notes.md b/docs/data-engineering-zoomcamp/module-02-data-ingestion/notes.md
@@ -1,6 +1,6 @@
 ---
 title: Lecture Notes
-parent: Module 2
+parent: "Module 2: Data Ingestion"
 nav_order: 1
 ---
 
diff --git a/docs/data-engineering-zoomcamp/module-03-data-warehouse/faq.md b/docs/data-engineering-zoomcamp/module-03-data-warehouse/faq.md
@@ -1,6 +1,6 @@
 ---
 title: FAQ
-parent: Module 3
+parent: "Module 3: Data Warehousing"
 nav_order: 2
 ---
 
diff --git a/docs/data-engineering-zoomcamp/module-03-data-warehouse/index.md b/docs/data-engineering-zoomcamp/module-03-data-warehouse/index.md
@@ -1,5 +1,5 @@
 ---
-title: Module 3
+title: "Module 3: Data Warehousing"
 parent: Data Engineering Zoomcamp
 nav_order: 3
 ---
diff --git a/docs/data-engineering-zoomcamp/module-03-data-warehouse/notes.md b/docs/data-engineering-zoomcamp/module-03-data-warehouse/notes.md
@@ -1,6 +1,6 @@
 ---
 title: Lecture Notes
-parent: Module 3
+parent: "Module 3: Data Warehousing"
 nav_order: 1
 ---
 
diff --git a/docs/data-engineering-zoomcamp/module-04-analytics-engineering.md/faq.md b/docs/data-engineering-zoomcamp/module-04-analytics-engineering.md/faq.md
@@ -1,6 +1,6 @@
 ---
 title: FAQ
-parent: Module 4
+parent: "Module 4: Analytics Engineering"
 nav_order: 2
 ---
 
diff --git a/docs/data-engineering-zoomcamp/module-04-analytics-engineering.md/index.md b/docs/data-engineering-zoomcamp/module-04-analytics-engineering.md/index.md
@@ -1,5 +1,5 @@
 ---
-title: Module 4
+title: "Module 4: Analytics Engineering"
 parent: Data Engineering Zoomcamp
 nav_order: 4
 ---
diff --git a/docs/data-engineering-zoomcamp/module-04-analytics-engineering.md/notes.md b/docs/data-engineering-zoomcamp/module-04-analytics-engineering.md/notes.md
@@ -1,6 +1,6 @@
 ---
 title: Lecture Notes
-parent: Module 4
+parent: "Module 4: Analytics Engineering"
 nav_order: 1
 ---
 
diff --git a/docs/data-engineering-zoomcamp/module-05-batch/faq.md b/docs/data-engineering-zoomcamp/module-05-batch/faq.md
@@ -1,6 +1,6 @@
 ---
 title: FAQ
-parent: Module 5
+parent: "Module 5: Batch Processing"
 nav_order: 2
 ---
 
diff --git a/docs/data-engineering-zoomcamp/module-05-batch/index.md b/docs/data-engineering-zoomcamp/module-05-batch/index.md
@@ -1,5 +1,5 @@
 ---
-title: Module 5
+title: "Module 5: Batch Processing"
 parent: Data Engineering Zoomcamp
 nav_order: 5
 ---
diff --git a/docs/data-engineering-zoomcamp/module-05-batch/notes.md b/docs/data-engineering-zoomcamp/module-05-batch/notes.md
@@ -1,6 +1,6 @@
 ---
 title: Lecture Notes
-parent: Module 5
+parent: "Module 5: Batch Processing"
 nav_order: 1
 ---
 
diff --git a/docs/data-engineering-zoomcamp/module-06-streaming/faq.md b/docs/data-engineering-zoomcamp/module-06-streaming/faq.md
@@ -1,6 +1,6 @@
 ---
 title: FAQ
-parent: Module 6
+parent: "Module 6: Stream Processing"
 nav_order: 2
 ---
 
diff --git a/docs/data-engineering-zoomcamp/module-06-streaming/index.md b/docs/data-engineering-zoomcamp/module-06-streaming/index.md
@@ -1,5 +1,5 @@
 ---
-title: Module 6
+title: "Module 6: Stream Processing"
 parent: Data Engineering Zoomcamp
 nav_order: 6
 ---
diff --git a/docs/data-engineering-zoomcamp/module-06-streaming/notes.md b/docs/data-engineering-zoomcamp/module-06-streaming/notes.md
@@ -1,6 +1,6 @@
 ---
 title: Lecture Notes
-parent: Module 6
+parent: "Module 6: Stream Processing"
 nav_order: 1
 ---
 
diff --git a/docs/data-engineering-zoomcamp/workshop-dlthub/faq.md b/docs/data-engineering-zoomcamp/workshop-dlthub/faq.md
@@ -1,6 +1,6 @@
 ---
 title: FAQ
-parent: Workshop dltHub
+parent: "Workshop dltHub"
 nav_order: 2
 ---
 
diff --git a/docs/data-engineering-zoomcamp/workshop-dlthub/index.md b/docs/data-engineering-zoomcamp/workshop-dlthub/index.md
@@ -1,5 +1,5 @@
 ---
-title: Workshop dltHub
+title: "Workshop dltHub"
 parent: Data Engineering Zoomcamp
 nav_order: 8
 ---
diff --git a/docs/data-engineering-zoomcamp/workshop-dlthub/notes.md b/docs/data-engineering-zoomcamp/workshop-dlthub/notes.md
@@ -1,6 +1,6 @@
 ---
 title: Lecture Notes
-parent: Workshop dltHub
+parent: "Workshop dltHub"
 nav_order: 1
 ---
 
diff --git a/docs/index.md b/docs/index.md
diff --git a/docs/llm-zoomcamp/course-faq.md b/docs/llm-zoomcamp/course-faq.md
diff --git a/docs/llm-zoomcamp/index.md b/docs/llm-zoomcamp/index.md
diff --git a/docs/llm-zoomcamp/module-01-introduction/index.md b/docs/llm-zoomcamp/module-01-introduction/index.md
diff --git a/docs/llm-zoomcamp/module-01-introduction/notes-1.md b/docs/llm-zoomcamp/module-01-introduction/notes-1.md
diff --git a/docs/llm-zoomcamp/module-01-introduction/notes-2.md b/docs/llm-zoomcamp/module-01-introduction/notes-2.md
diff --git a/docs/machine-learning-zoomcamp/course-faq.md b/docs/machine-learning-zoomcamp/course-faq.md
diff --git a/docs/machine-learning-zoomcamp/index.md b/docs/machine-learning-zoomcamp/index.md
diff --git a/docs/machine-learning-zoomcamp/module-01-introduction/index.md b/docs/machine-learning-zoomcamp/module-01-introduction/index.md
diff --git a/docs/machine-learning-zoomcamp/module-01-introduction/notes.md b/docs/machine-learning-zoomcamp/module-01-introduction/notes.md
diff --git a/example-structure.md b/example-structure.md
diff --git a/index.md b/index.md
