Gemini for Data Scientists and Analysts
In this course, you learn how Gemini, a generative AI-powered collaborator from Google Cloud, helps analyze customer data and predict product sales. You also learn how to identify, categorize, and develop new customers using customer data in BigQuery. Using hands-on labs, you experience how Gemini improves data analysis and machine learning workflows.
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In this course, you learn how Gemini, a generative AI-powered collaborator from Google Cloud, helps analyze customer data and predict product sales. You also learn how to identify, categorize, and develop new customers using customer data in BigQuery. Using hands-on labs, you experience how Gemini improves data analysis and machine learning workflows.
In this course, you learn how Gemini, a generative AI-powered collaborator from Google Cloud, helps analyze customer data and predict product sales. You also learn how to identify, categorize, and develop new customers using customer data in BigQuery. Using hands-on labs, you experience how Gemini improves data analysis and machine learning workflows.
Duet AI was renamed to Gemini, our next-generation model.
What's inside
Syllabus
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Activities
Compile Course Materials
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Prepare for class by gathering and organizing all relevant materials.
Show steps
-
Review syllabus and identify required materials.
-
Locate and obtain textbooks, workbooks, and other resources.
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Set up a designated study space and file system for materials.
Attend Industry Webinars or Conferences
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Expand your knowledge and connect with professionals by attending industry events.
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Networking
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-
Research upcoming webinars or conferences.
-
Register for the event and mark it on your calendar.
-
Actively participate in discussions and take notes.
Explore Gemini Tutorials
Show steps
Supplement your understanding by following guided tutorials and exercises on Gemini.
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Gemini
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Access the Google Cloud Training tutorials.
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Follow along with the step-by-step instructions.
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Complete the hands-on exercises to practice Gemini.
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Attend a Hands-on Workshop on Gemini
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Deepen your understanding of Gemini by attending a hands-on workshop.
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Gemini
Show steps
-
Identify and register for a relevant workshop.
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Prepare for the workshop by completing any prerequisites.
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Attend the workshop and actively participate in exercises.
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Connect with other attendees and industry experts.
Practice Data Analysis with BigQuery
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Reinforce your skills by completing practice exercises in BigQuery.
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BigQuery
Show steps
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Set up a BigQuery sandbox environment.
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Run SQL queries to analyze sample datasets.
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Interpret the results and draw insights from the data.
Volunteer at a Data-Driven Organization
Show steps
Gain practical experience and contribute to the community by volunteering at a data-driven organization.
Browse courses on
Data Analysis
Show steps
-
Identify organizations that align with your interests.
-
Contact the organization and inquire about volunteer opportunities.
-
Commit to a regular volunteer schedule.
-
Engage in data-related activities and support the organization's mission.
Develop a Customer Segmentation Model
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Apply your knowledge by creating a project to identify and categorize new customers.
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Supervised Learning
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-
Define the project scope and objectives.
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Gather and prepare customer data from BigQuery.
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Develop and train a machine learning model using Gemini.
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Evaluate the model's performance and accuracy.
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Present your findings and recommendations.
Create a Data Analysis Presentation
Show steps
Enhance your communication skills by creating a presentation on your data analysis findings.
Browse courses on
Data Visualization
Show steps
-
Summarize your analysis and findings.
-
Create data visualizations to illustrate your insights.
-
Develop a clear and concise narrative.
-
Practice delivering your presentation.
-
Share your presentation with peers or a wider audience.
Compile Course Materials
Show steps
Prepare for class by gathering and organizing all relevant materials.
Show steps
- Review syllabus and identify required materials.
- Locate and obtain textbooks, workbooks, and other resources.
- Set up a designated study space and file system for materials.
Attend Industry Webinars or Conferences
Show steps
Expand your knowledge and connect with professionals by attending industry events.
Browse courses on
Networking
Show steps
- Research upcoming webinars or conferences.
- Register for the event and mark it on your calendar.
- Actively participate in discussions and take notes.
Explore Gemini Tutorials
Show steps
Supplement your understanding by following guided tutorials and exercises on Gemini.
Browse courses on
Gemini
Show steps
- Access the Google Cloud Training tutorials.
- Follow along with the step-by-step instructions.
- Complete the hands-on exercises to practice Gemini.
Attend a Hands-on Workshop on Gemini
Show steps
Deepen your understanding of Gemini by attending a hands-on workshop.
Browse courses on
Gemini
Show steps
- Identify and register for a relevant workshop.
- Prepare for the workshop by completing any prerequisites.
- Attend the workshop and actively participate in exercises.
- Connect with other attendees and industry experts.
Practice Data Analysis with BigQuery
Show steps
Reinforce your skills by completing practice exercises in BigQuery.
Browse courses on
BigQuery
Show steps
- Set up a BigQuery sandbox environment.
- Run SQL queries to analyze sample datasets.
- Interpret the results and draw insights from the data.
Volunteer at a Data-Driven Organization
Show steps
Gain practical experience and contribute to the community by volunteering at a data-driven organization.
Browse courses on
Data Analysis
Show steps
- Identify organizations that align with your interests.
- Contact the organization and inquire about volunteer opportunities.
- Commit to a regular volunteer schedule.
- Engage in data-related activities and support the organization's mission.
Develop a Customer Segmentation Model
Show steps
Apply your knowledge by creating a project to identify and categorize new customers.
Browse courses on
Supervised Learning
Show steps
- Define the project scope and objectives.
- Gather and prepare customer data from BigQuery.
- Develop and train a machine learning model using Gemini.
- Evaluate the model's performance and accuracy.
- Present your findings and recommendations.
Create a Data Analysis Presentation
Show steps
Enhance your communication skills by creating a presentation on your data analysis findings.
Browse courses on
Data Visualization
Show steps
- Summarize your analysis and findings.
- Create data visualizations to illustrate your insights.
- Develop a clear and concise narrative.
- Practice delivering your presentation.
- Share your presentation with peers or a wider audience.
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