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Google Cloud Training

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.

Duet AI was renamed to Gemini, our next-generation model.

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What's inside

Syllabus

Gemini for Data Scientists and Analysts
Learn how to analyze data in BigQuery and predict product sales with help from Gemini. identify and categorize new customers using customer data in BigQuery, and generate useful next steps for a marketing campaign.

Good to know

Know what's good
, what to watch for
, and possible dealbreakers
Covers important industry standard tools for data analysis and machine learning
Includes hands-on labs for practical experience
Teaches up-to-date skills and knowledge related to AI and data analysis
Helps students understand how to use innovative AI tools to analyze data

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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 with these activities:
Compile Course Materials
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
Expand your knowledge and connect with professionals by attending industry events.
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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
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.
Five other activities
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Attend a Hands-on Workshop on Gemini
Deepen your understanding of Gemini by attending a hands-on workshop.
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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
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
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
Apply your knowledge by creating a project to identify and categorize new customers.
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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
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.

Career center

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

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