Add Artist Launch project extracted from data curriculum

learning-objectives/data.yml

@@ -444,6 +444,13 @@ ai-prompting:
  - priming-chatbots
  - open-ai-api
 
+data-analytics:
+ - data-preparation
+ - data-exploration
+ - data-analysis
+ - analysis-report
+ - analysis-presentation
+
 # New OAs since UXD006
 agile-planning:
  - scope

learning-objectives/intl/es.yml

@@ -1849,6 +1849,151 @@ ai-prompting/open-ai-api:
  - title: "The chat completion object - API Reference - OpenAI API"
  url: https://platform.openai.com/docs/api-reference/chat/object
 
+data-analytics:
+ title: Análisis de datos
+ description: Validar hipótesis mediante el análisis de los datos, y proporcionar recomendaciones estratégicas basadas en tus hallazgos
+
+data-analytics/data-preparation:
+ title: Cargar información a una base de datos
+ description: Cargar información a una base de datos
+ links:
+ - title: Mini curso BigQuery
+ url: https://coda.io/d/Curso-Google-BigQuery_dhocNT3PUIE/Introduccion_su3UO#_luO8s
+ - title: Cómo empezar con BigQuery (sandbox - versión gratuita)
+ url: https://cloud.google.com/bigquery/docs/sandbox?hl=es-419
+ - title: Qué es BigQuery
+ url: https://www.youtube.com/watch?v=RxKtIicl8r0
+ - title: Cómo crear un Project, Dataset y cargar tabla en BigQuery
+ url: https://www.youtube.com/watch?v=BN8WAOtJ4CY
+ - title: Concepto valores nulos
+ url: https://docs.google.com/document/d/1AJRLPg2SWLvC1pnGOz-f1SNZXH1X63x2xWlquDBtlmE/edit?usp=sharing
+ - title: versión en audio
+ url: https://drive.google.com/file/d/1Y88gJEBdorDMRoEjnIUJNyI4G0LLAaGk/view?usp=drive_link
+ - title: Qué es una consulta (query)
+ url: https://docs.google.com/document/d/1upi7Ashq_wro02zjMjnQlWgivQ9gsQWIy8q9pLm9WZ4/edit
+ - title: Cómo guardar queries
+ url: https://www.loom.com/share/461b7c3f07214d7897b68890c1389b77?sid=9c6d46b2-5ff6-4a60-823b-c976f535a18d
+ - title: Cómo idenficar nulos usando COUNT, WHERE y IS NULL
+ url: https://www.loom.com/share/3ae5d6e7f500405f95e8f1a110413a35?sid=c44c44d8-7caa-4da4-9261-03f6fd92348c
+ - title: Concepto valores duplicados
+ url: https://docs.google.com/document/d/1jXm4s7b17eObHd8sMvJSGwWi1YzdG_VZq56Xooy5Ioo/edit?usp=sharing
+ - title: versión en audio
+ url: https://drive.google.com/file/d/1TbKPSvocksk33eFg42lHf3kD8Y3NuzsN/view?usp=drive_link
+ - title: Cómo identificar duplicados a través de GROUP BY y HAVING (Ve también la diferencia entre los comandos WHERE y HAVING)
+ url: https://www.loom.com/share/0bd5d25a7e634bd39012f5bd913e3a3b?sid=507743b7-ee30-4c68-8756-a344798cad32
+ - title: Concepto valores fuera del alcance
+ url: https://docs.google.com/document/d/1-SsxH5Ke3qAaWg5YKrkRwkExd91Q0RdJGplLAiXPiYA/edit?usp=sharing
+ - title: versión en audio
+ url: https://drive.google.com/file/d/1Z963-z4MCiRRjt5RZF75oH_CH1BqDNrO/view?usp=drive_link
+ - title: Cómo utilizar EXCEPT para selecionar variables
+ url: https://www.loom.com/share/2fa18d5cfd33403faaa794a2b08671f1?sid=2d16f30b-a26c-4d3c-bfd8-88ba7c664f25
+ - title: Cómo utilizar comandos LIKE y REGEXP
+ url: https://www.loom.com/share/3f7bb1362d5947ecb8c83e6f0690a4a5?sid=76f52b28-efb3-4991-b4c1-bd288bd4e805
+ - title: Documentación Google sobre String Functions
+ url: https://cloud.google.com/bigquery/docs/reference/standard-sql/string_functions
+ - title: Concepto variables categóricas
+ url: https://docs.google.com/document/d/1BIqa7xR0JNadM9kQExypo3plnwrNia92zCuxkPuMj5A/edit?usp=sharing
+ - title: Concepto variables categóricas  (versión en audio)
+ url: https://drive.google.com/file/d/13gQ6Ni9FUfDmi5bjQivjeKj04fAI8Gl2/view?usp=drive_link
+ - title: Video sobre tipos de variables
+ url: https://www.loom.com/share/afa56686810e46309761bc889364b2d9?sid=cabf587c-7ba1-4419-b501-32c98a73e191
+ - title: Identificar valores discrepantes en variables numéricas con MAX, MIN y AVG
+ url: https://www.loom.com/share/4fb40d01dddf4e3cbf981029ed08613a?sid=5e46b20b-5ea4-47c4-a808-99969a369431
+ - title: Concepto variables numéricas
+ url: https://docs.google.com/document/d/1oTn46djgWYlhcY9_Ak9H2edY2_rR8gpJco66njPwkCc/edit?usp=sharing
+ - title: Tipos de datos en SQL
+ url: https://docs.google.com/document/d/1z0evGu8JtjDPuFlH1pkbqYR6scRwukPfwWKJ-KmZRmI/edit?usp=sharing
+ - title: Tipos de datos en SQL
+ url: https://www.youtube.com/watch?v=A1tZ-d2uxws
+ - title: Cambiar tipo de dato con CAST
+ url: https://www.loom.com/share/dfca15dd59084f83a1343eb476c71e96?sid=5ffd1896-5cf2-4ad5-88dc-741152483c45
+ - title: Concepto crear nuevas variables
+ url: https://docs.google.com/document/d/1yp5MVB8iirIbYwptscJ4YrjsY4Bnd8mrsDB75Onun2s/edit?usp=sharing
+ - title: versión en audio
+ url: https://drive.google.com/file/d/15P7Gp4_F_EOasIgW7SUhK8bf0MIDD6K8/view?usp=drive_link
+ - title: Como crear nuevas variables con CONCAT y operaciones matemáticas
+ url: https://www.loom.com/share/65e15aa134c545bc9cfdc6b88bc2ae78?sid=46988f46-bcc0-471f-b89e-55c7ffe953b5
+ - title: Tipos de JOIN en SQL
+ url: https://www.youtube.com/watch?v=HDBdAIcqJQo
+ - title: Diferencia entre VIEW y CREATE TABLE
+ url: https://www.loom.com/share/97dbe237b9de459baa4d788f8bb44502?sid=e2168d4f-a8ff-44e4-b3f0-55e72596350a
+ - title: Cómo utilizar comando WITH y para qué sirve
+ url: https://www.loom.com/share/8e2f6f70db214e2484af45375539d8e9?sid=222c7e6d-1ff5-430a-ab28-64c025f34ebf
+
+data-analytics/data-exploration:
+ title: Hacer un análisis exploratorio
+ description: Hacer un análisis exploratorio
+ links:
+ - title: Concepto variables categóricas
+ url: https://docs.google.com/document/d/1BIqa7xR0JNadM9kQExypo3plnwrNia92zCuxkPuMj5A/edit?usp=sharing
+ - title: versión en audio
+ url: https://drive.google.com/file/d/13gQ6Ni9FUfDmi5bjQivjeKj04fAI8Gl2/view?usp=drive_link
+ - title: Video sobre tipos de variables
+ url: https://www.loom.com/share/afa56686810e46309761bc889364b2d9?sid=cabf587c-7ba1-4419-b501-32c98a73e191
+ - title: Cómo empezar con Looker Studio 
+ url: https://www.youtube.com/watch?v=P5WLaeSQK7s&t=3s 
+ - title: Video Como conectar datos en Looker Studio 
+ url: https://www.loom.com/share/0cce98d5bbc7482ea421444e2f850cc1 
+ - title: Video visión general Looker Studio 
+ url: https://www.loom.com/share/9c7505eb3c2a4612bdfb7c9d43c40051 
+ - title: Video como crear un dashboard en Looker Studio 
+ url: https://www.youtube.com/watch?v=Sprmb4W82sk 
+ - title: Tutorial de Google Como crear un informe en Looker Studio 
+ url: https://support.google.com/looker-studio/answer/6292570?hl=ES#zippy=%2Csecciones-de-este-art%C3%ADculo 
+ - title: Cómo crear una tabla dinamica en Looker Studio 
+ url: https://www.youtube.com/watch?v=3WJrWfAtgEw 
+ - title: Concepto estadísticas descriptivas
+ url: https://docs.google.com/document/d/13xu7cf5LcUN2CE58qwyZoNrhS713Ci0tI9S1odeapig/edit?usp=sharing
+ - title: 🔈 Concepto estadísticas descriptivas (versión en audio)
+ url: https://drive.google.com/file/d/1v6xdtWci7rYtMKibGowl9OxBArT3CVnI/view?usp=drive_link
+ - title: Concepto medidas de tendencia central
+ url: https://docs.google.com/document/d/1Ly_7zLmUjcczqCkQLQwvDYEGyRLtSNQLVi3w8CIh8sI/edit?usp=sharing
+ - title: 🔈 Concepto medidas de tendencia central (versión en audio)
+ url: https://drive.google.com/file/d/1viy63m4n8Gn9aYHNuLJpd8RzFrTNnlw2/view?usp=drive_link
+ - title: Cómo crear gráficos en Looker Studio 
+ url: https://www.youtube.com/watch?v=B3hPsl-8u3A
+ - title: Concepto correlación de Pearson
+ url: https://docs.google.com/document/d/1HvuENDveavTmlRtSGk3Gv3LqSPNbRPWNYgOU8e3CxTM/edit?usp=sharing
+ - title: Cómo calcular correlación en BigQuery
+ url: https://www.loom.com/share/9bf3e48cf57d48ca9c81c2c19562dedf?sid=c4c8a611-d0ae-4c4f-a2f5-200ce48746f4
+
+data-analytics/data-analysis:
+ title: Aplicar técnica de análisis
+ description: Aplicar técnica de análisis
+ links:
+ - title: Gráfico de dispersión 
+ url: https://www.youtube.com/watch?v=gX-vNQVSYSM&t=477s
+
+data-analytics/analysis-report:
+ title: Resumir información en un dashboard o reporte
+ description: Resumir información en un dashboard o reporte
+ links:
+ - title: Como crear scorecards (tarjeta de resultados) en Looker Studio 
+ url: https://www.youtube.com/watch?v=D09zovxBXWs 
+ - title: Ffiltros en Looker Studio 
+ url: https://www.youtube.com/watch?v=HZMZcNf1jdk
+
+data-analytics/analysis-presentation:
+ title: Presentar Resultados
+ description: Presentar Resultados
+ links:
+ - title: Concepto presentar resultados
+ url: https://docs.google.com/document/d/10Xabbxk7WxojFAdncs3YSc4wSCLihw0LUOOqxijGdMc/edit?usp=sharing
+ - title: Que es Data Storytelling
+ url: https://www.youtube.com/watch?v=NDs2BXgvzPc
+ - title: diferentes formas de presentar una misma información
+ url: https://www.youtube.com/watch?v=2vWT6hmnVVg
+ - title: Video sobre como crear presentaciones en Google Slides
+ url: https://www.youtube.com/watch?v=T8Fs-zkIX3I
+ - title: Compartir presentación para trabajar en conjunto
+ url: https://www.loom.com/share/3220709262c142d4a0214cfc09856dcc?sid=b00df098-70e9-4a2a-89c7-e68b265ed588
+ - title: Artículo sobre presentar datos
+ url: https://apolitical.co/solution-articles/es/presentar-datos-5-consejos-hacer-datos-comprensibles
+ - title: Artículo sobre presentar datos
+ url: https://vilmanunez.com/como-hacer-una-presentacion-de-resultados/
+ - title: Video tips para una presentación
+ url: https://www.youtube.com/watch?v=MPW6Ak3dxWc&t=157s 
+
 # New UX OAs since UXD006
 #--- skill Project framing
 

learning-objectives/intl/pt.yml

@@ -1949,6 +1949,151 @@ ai-prompting/open-ai-api:
  - title: "The chat completion object - API Reference - OpenAI API"
  url: https://platform.openai.com/docs/api-reference/chat/object
 
+data-analytics:
+ title: Análise de Dados
+ description: Validar hipóteses por meio da análise de dados e fornecer recomendações estratégicas com base em suas descobertas
+
+data-analytics/data-preparation:
+ title: Carregar informações para um banco de dados
+ description: Carregar informações para um banco de dados
+ links:
+ - title: Mini curso BigQuery
+ url: https://coda.io/d/Curso-Google-BigQuery_dhocNT3PUIE/Introduccion_su3UO#_luO8s
+ - title: Como começar com o BigQuery (sandbox - versão gratuita)
+ url: https://cloud.google.com/bigquery/docs/sandbox?hl=es-419
+ - title: O que é BigQuery
+ url: https://www.youtube.com/watch?v=RxKtIicl8r0
+ - title: Como criar um Projeto, Dataset e carregar tabela no BigQuery
+ url: https://www.youtube.com/watch?v=BN8WAOtJ4CY
+ - title: Conceito de valores nulos
+ url: https://docs.google.com/document/d/1AJRLPg2SWLvC1pnGOz-f1SNZXH1X63x2xWlquDBtlmE/edit?usp=sharing
+ - title: Versão em áudio
+ url: https://drive.google.com/file/d/1Y88gJEBdorDMRoEjnIUJNyI4G0LLAaGk/view?usp=drive_link
+ - title: O que é uma consulta (query)
+ url: https://docs.google.com/document/d/1upi7Ashq_wro02zjMjnQlWgivQ9gsQWIy8q9pLm9WZ4/edit
+ - title: Como guardar queries
+ url: https://www.loom.com/share/461b7c3f07214d7897b68890c1389b77?sid=9c6d46b2-5ff6-4a60-823b-c976f535a18d
+ - title: Como identificar nulos usando COUNT, WHERE e IS NULL
+ url: https://www.loom.com/share/3ae5d6e7f500405f95e8f1a110413a35?sid=c44c44d8-7caa-4da4-9261-03f6fd92348c
+ - title: Conceito de valores duplicados
+ url: https://docs.google.com/document/d/1jXm4s7b17eObHd8sMvJSGwWi1YzdG_VZq56Xooy5Ioo/edit?usp=sharing
+ - title: Versão em áudio
+ url: https://drive.google.com/file/d/1TbKPSvocksk33eFg42lHf3kD8Y3NuzsN/view?usp=drive_link
+ - title: Como identificar duplicados através de GROUP BY e HAVING (Veja também a diferença entre os comandos WHERE e HAVING)
+ url: https://www.loom.com/share/0bd5d25a7e634bd39012f5bd913e3a3b?sid=507743b7-ee30-4c68-8756-a344798cad32
+ - title: Conceito de valores fora do alcance
+ url: https://docs.google.com/document/d/1-SsxH5Ke3qAaWg5YKrkRwkExd91Q0RdJGplLAiXPiYA/edit?usp=sharing
+ - title: Versão em áudio
+ url: https://drive.google.com/file/d/1Z963-z4MCiRRjt5RZF75oH_CH1BqDNrO/view?usp=drive_link
+ - title: Como utilizar EXCEPT para selecionar variáveis
+ url: https://www.loom.com/share/2fa18d5cfd33403faaa794a2b08671f1?sid=2d16f30b-a26c-4d3c-bfd8-88ba7c664f25
+ - title: Como utilizar comandos LIKE e REGEXP
+ url: https://www.loom.com/share/3f7bb1362d5947ecb8c83e6f0690a4a5?sid=76f52b28-efb3-4991-b4c1-bd288bd4e805
+ - title: Documentação Google sobre Funções de String
+ url: https://cloud.google.com/bigquery/docs/reference/standard-sql/string_functions
+ - title: Conceito de variáveis categóricas
+ url: https://docs.google.com/document/d/1BIqa7xR0JNadM9kQExypo3plnwrNia92zCuxkPuMj5A/edit?usp=sharing
+ - title: Conceito de variáveis categóricas (versão em áudio)
+ url: https://drive.google.com/file/d/13gQ6Ni9FUfDmi5bjQivjeKj04fAI8Gl2/view?usp=drive_link
+ - title: Vídeo sobre tipos de variáveis
+ url: https://www.loom.com/share/afa56686810e46309761bc889364b2d9?sid=cabf587c-7ba1-4419-b501-32c98a73e191
+ - title: Identificar valores discrepantes em variáveis numéricas com MAX, MIN e AVG
+ url: https://www.loom.com/share/4fb40d01dddf4e3cbf981029ed08613a?sid=5e46b20b-5ea4-47c4-a808-99969a369431
+ - title: Conceito de variáveis numéricas
+ url: https://docs.google.com/document/d/1oTn46djgWYlhcY9_Ak9H2edY2_rR8gpJco66njPwkCc/edit?usp=sharing
+ - title: Tipos de dados em SQL
+ url: https://docs.google.com/document/d/1z0evGu8JtjDPuFlH1pkbqYR6scRwukPfwWKJ-KmZRmI/edit?usp=sharing
+ - title: Tipos de dados em SQL
+ url: https://www.youtube.com/watch?v=A1tZ-d2uxws
+ - title: Alterar tipo de dado com CAST
+ url: https://www.loom.com/share/dfca15dd59084f83a1343eb476c71e96?sid=5ffd1896-5cf2-4ad5-88dc-741152483c45
+ - title: Conceito de criar novas variáveis
+ url: https://docs.google.com/document/d/1yp5MVB8iirIbYwptscJ4YrjsY4Bnd8mrsDB75Onun2s/edit?usp=sharing
+ - title: Versão em áudio
+ url: https://drive.google.com/file/d/15P7Gp4_F_EOasIgW7SUhK8bf0MIDD6K8/view?usp=drive_link
+ - title: Como criar novas variáveis com CONCAT e operações matemáticas
+ url: https://www.loom.com/share/65e15aa134c545bc9cfdc6b88bc2ae78?sid=46988f46-bcc0-471f-b89e-55c7ffe953b5
+ - title: Tipos de JOIN em SQL
+ url: https://www.youtube.com/watch?v=HDBdAIcqJQo
+ - title: Diferença entre VIEW e CREATE TABLE
+ url: https://www.loom.com/share/97dbe237b9de459baa4d788f8bb44502?sid=e2168d4f-a8ff-44e4-b3f0-55e72596350a
+ - title: Como utilizar comando WITH e para que serve
+ url: https://www.loom.com/share/8e2f6f70db214e2484af45375539d8e9?sid=222c7e6d-1ff5-430a-ab28-64c025f34ebf
+
+data-analytics/data-exploration:
+ title: Realizar uma análise exploratória
+ description: Realizar uma análise exploratória
+ links:
+ - title: Conceito de variáveis categóricas
+ url: https://docs.google.com/document/d/1BIqa7xR0JNadM9kQExypo3plnwrNia92zCuxkPuMj5A/edit?usp=sharing
+ - title: Versão em áudio
+ url: https://drive.google.com/file/d/13gQ6Ni9FUfDmi5bjQivjeKj04fAI8Gl2/view?usp=drive_link
+ - title: Vídeo sobre tipos de variáveis
+ url: https://www.loom.com/share/afa56686810e46309761bc889364b2d9?sid=cabf587c-7ba1-4419-b501-32c98a73e191
+ - title: Como começar com o Looker Studio
+ url: https://www.youtube.com/watch?v=P5WLaeSQK7s&t=3s
+ - title: Vídeo Como conectar dados no Looker Studio
+ url: https://www.loom.com/share/0cce98d5bbc7482ea421444e2f850cc1
+ - title: Vídeo visão geral do Looker Studio
+ url: https://www.loom.com/share/9c7505eb3c2a4612bdfb7c9d43c40051
+ - title: Vídeo como criar um painel no Looker Studio
+ url: https://www.youtube.com/watch?v=Sprmb4W82sk
+ - title: Tutorial do Google Como criar um relatório no Looker Studio
+ url: https://support.google.com/looker-studio/answer/6292570?hl=ES#zippy=%2Csecciones-de-este-art%C3%ADculo
+ - title: Como criar uma tabela dinâmica no Looker Studio
+ url: https://www.youtube.com/watch?v=3WJrWfAtgEw
+ - title: Conceito de estatísticas descritivas
+ url: https://docs.google.com/document/d/13xu7cf5LcUN2CE58qwyZoNrhS713Ci0tI9S1odeapig/edit?usp=sharing
+ - title: 🔈 Conceito de estatísticas descritivas (versão em áudio)
+ url: https://drive.google.com/file/d/1v6xdtWci7rYtMKibGowl9OxBArT3CVnI/view?usp=drive_link
+ - title: Conceito de medidas de tendência central
+ url: https://docs.google.com/document/d/1Ly_7zLmUjcczqCkQLQwvDYEGyRLtSNQLVi3w8CIh8sI/edit?usp=sharing
+ - title: 🔈 Conceito de medidas de tendência central (versão em áudio)
+ url: https://drive.google.com/file/d/1viy63m4n8Gn9aYHNuLJpd8RzFrTNnlw2/view?usp=drive_link
+ - title: Como criar gráficos no Looker Studio
+ url: https://www.youtube.com/watch?v=B3hPsl-8u3A
+ - title: Conceito de correlação de Pearson
+ url: https://docs.google.com/document/d/1HvuENDveavTmlRtSGk3Gv3LqSPNbRPWNYgOU8e3CxTM/edit?usp=sharing
+ - title: Como calcular correlação no BigQuery
+ url: https://www.loom.com/share/9bf3e48cf57d48ca9c81c2c19562dedf?sid=c4c8a611-d0ae-4c4f-a2f5-200ce48746f4
+
+data-analytics/data-analysis:
+ title: Aplicar técnica de análisis
+ description: Aplicar técnica de análisis
+ links:
+ - title: Gráfico de dispersión 
+ url: https://www.youtube.com/watch?v=gX-vNQVSYSM&t=477s
+
+data-analytics/analysis-report:
+ title: Resumir informações em um painel ou relatório
+ description: Resumir informações em um painel ou relatório
+ links:
+ - title: Como criar scorecards (cartão de resultados) no Looker Studio
+ url: https://www.youtube.com/watch?v=D09zovxBXWs
+ - title: Filtros no Looker Studio
+ url: https://www.youtube.com/watch?v=HZMZcNf1jdk
+
+data-analytics/analysis-presentation:
+ title: Apresentar Resultados
+ description: Apresentar Resultados
+ links:
+ - title: Conceito de apresentação de resultados
+ url: https://docs.google.com/document/d/10Xabbxk7WxojFAdncs3YSc4wSCLihw0LUOOqxijGdMc/edit?usp=sharing
+ - title: O que é Data Storytelling
+ url: https://www.youtube.com/watch?v=NDs2BXgvzPc
+ - title: Diferentes formas de apresentar a mesma informação
+ url: https://www.youtube.com/watch?v=2vWT6hmnVVg
+ - title: Vídeo sobre como criar apresentações no Google Slides
+ url: https://www.youtube.com/watch?v=T8Fs-zkIX3I
+ - title: Compartilhando apresentações para trabalho em equipe
+ url: https://www.loom.com/share/3220709262c142d4a0214cfc09856dcc?sid=b00df098-70e9-4a2a-89c7-e68b265ed588
+ - title: Artigo sobre apresentação de dados
+ url: https://apolitical.co/solution-articles/es/presentar-datos-5-consejos-hacer-datos-comprensibles
+ - title: Artigo sobre apresentação de dados
+ url: https://vilmanunez.com/como-hacer-una-presentacion-de-resultados/
+ - title: Dicas em vídeo para uma apresentação
+ url: https://www.youtube.com/watch?v=MPW6Ak3dxWc&t=157s
+
 csharp:
  title: C#