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Gemini for Data Scientists and Analysts - Español

Google Cloud Training

En este curso, descubrirás cómo Gemini, un colaborador potenciado por IA generativa de Google Cloud, ayuda a analizar los datos de los clientes y predecir las ventas de productos. También aprenderás a identificar, categorizar y desarrollar los clientes nuevos usando datos de clientes en BigQuery. A través de labs prácticos, comprobarás cómo Gemini mejora los flujos de trabajo de análisis de datos y aprendizaje automático.

Recuerda que Duet AI ahora se llama Gemini, nuestro modelo de nueva generación.

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What's inside

Syllabus

Gemini para analistas y científicos de datos
Aprende a analizar datos en BigQuery y a predecir las ventas de productos con la ayuda de Gemini. Identifica y categoriza los clientes nuevos usando datos de clientes en BigQuery y genera los siguientes pasos útiles de una campaña de marketing.

Good to know

Know what's good
, what to watch for
, and possible dealbreakers
Profundiza en técnicas y herramientas de análisis de datos prospectivos e innovadores
Impartido por Google Cloud Training, que cuenta con una sólida reputación en la industria
Desarrolla habilidades esenciales para el análisis de datos y la predicción de ventas
Utiliza estudios prácticos para reforzar el aprendizaje y fomentar la aplicación práctica
Está diseñado para analistas y científicos de datos, lo que garantiza un público objetivo específico

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Activities

Be better prepared before your course. Deepen your understanding during and after it. Supplement your coursework and achieve mastery of the topics covered in Gemini for Data Scientists and Analysts - Español with these activities:
Review BigQuery
Get reacquainted with BigQuery, a cloud-based data warehouse for data analysis, prior to taking this course.
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Show steps
  • Review BigQuery fundamentals like tables, schemas, and queries
  • Practice writing and executing basic BigQuery queries
  • Explore sample datasets in BigQuery to familiarize yourself with data structures and formats
Follow Gemini tutorials
Complete tutorials and demos to get hands-on experience with Gemini and its capabilities.
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Show steps
  • Go through the official Gemini quickstart guide
  • Follow along with a tutorial that demonstrates how to use Gemini for sales prediction
  • Explore other tutorials and demos that align with your interests and learning objectives
Practice using Gemini
Reinforce your understanding of Gemini by completing exercises and challenges.
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  • Create a sample data set and import it into Gemini
  • Build a predictive model using Gemini's AI capabilities
  • Evaluate the performance of your model and make adjustments as needed
Five other activities
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Connect with industry experts
Reach out to professionals in the field to gain valuable insights and guidance on Gemini and data analytics.
Show steps
  • Identify potential mentors through online platforms or industry events
  • Contact them with a personalized message expressing your interest in connecting
  • Arrange a meeting or video call to discuss your learning goals
Develop a marketing campaign plan
Apply what you've learned in the course by creating a comprehensive plan to identify, categorize, and target new customers.
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  • Analyze customer data to identify potential target segments
  • Develop targeted marketing strategies for each segment
  • Outline a plan for implementing and monitoring the campaign
Attend a Gemini workshop
Deepen your understanding of Gemini and its applications by attending a hands-on workshop.
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Show steps
  • Research and find a Gemini workshop that aligns with your interests
  • Register and attend the workshop
  • Actively participate and ask questions to maximize your learning
Write a blog post on Gemini
Share your knowledge and insights on Gemini by writing an informative blog post.
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Show steps
  • Choose a specific topic related to Gemini that you're knowledgeable about
  • Research and gather information to support your topic
  • Write the blog post in a clear and engaging manner
  • Publish your blog post on a relevant platform
Contribute to an open-source Gemini project
Make a meaningful contribution to the Gemini community by participating in an open-source project.
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Show steps
  • Identify an open-source Gemini project that interests you
  • Contact the project maintainers to express your interest in contributing
  • Work on a specific task or feature within the project
  • Submit a pull request with your changes and contributions

Career center

Learners who complete Gemini for Data Scientists and Analysts - Español will develop knowledge and skills that may be useful to these careers:

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Course image
Level
Introductory
Via
Coursera
Institution
Google Cloud
Instructor
Google Cloud Training
Session
August 19, 2024 - September 2, 2024
Language
Español
Good to know
Profundiza en técnicas y herramientas de análisis de datos prospectivos e innovadores
Impartido por Google Cloud Training, que cuenta con una sólida reputación en la industria
Desarrolla habilidades esenciales para el análisis de datos y la predicción de ventas
Utiliza estudios prácticos para reforzar el aprendizaje y fomentar la aplicación práctica
Está diseñado para analistas y científicos de datos, lo que garantiza un público objetivo específico
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