Dans ce cours, vous découvrirez comment Gemini, un outil de collaboration Google Cloud optimisé par l'IA générative, aide à analyser les données client et à prédire les ventes de produits. Vous apprendrez également à identifier, classer et développer de nouveaux clients à l'aide des données client dans BigQuery. À l'aide d'ateliers pratiques, vous verrez en quoi Gemini améliore les workflows d'analyse de données et de machine learning.
Read more
Dans ce cours, vous découvrirez comment Gemini, un outil de collaboration Google Cloud optimisé par l'IA générative, aide à analyser les données client et à prédire les ventes de produits. Vous apprendrez également à identifier, classer et développer de nouveaux clients à l'aide des données client dans BigQuery. À l'aide d'ateliers pratiques, vous verrez en quoi Gemini améliore les workflows d'analyse de données et de machine learning.
Dans ce cours, vous découvrirez comment Gemini, un outil de collaboration Google Cloud optimisé par l'IA générative, aide à analyser les données client et à prédire les ventes de produits. Vous apprendrez également à identifier, classer et développer de nouveaux clients à l'aide des données client dans BigQuery. À l'aide d'ateliers pratiques, vous verrez en quoi Gemini améliore les workflows d'analyse de données et de machine learning.
Duet AI a été rebaptisé Gemini, notre modèle nouvelle génération.
Two deals to help you save
What's inside
Syllabus
Good to know
Save this course
Save
Activities
Refresh SQL and Python skills
Show steps
Reinforces SQL and Python skills for data analysis and preparation for the course.
Browse courses on
SQL
Show steps
-
Review SQL syntax and commands
-
Practice querying data using SQL
-
Review Python programming fundamentals
-
Practice writing Python scripts for data analysis
Explore BigQuery tutorials
Show steps
Provides hands-on experience with BigQuery, the data warehouse used in the course.
Browse courses on
BigQuery
Show steps
-
Follow the BigQuery Quickstart guide
-
Complete the BigQuery tutorial for beginners
-
Explore the BigQuery documentation
Join a study group
Show steps
Facilitates collaboration, discussion, and peer support for better understanding and retention.
Show steps
-
Find or create a study group with classmates
-
Meet regularly to discuss course topics
-
Collaborate on assignments and projects
Seven other activities
Expand to see all activities and additional details
Show all ten activities
Participate in online discussion forums
Show steps
Engaging in discussions will allow you to share knowledge, get feedback, and connect with other learners.
Show steps
-
Join online forums or discussion boards related to Gemini or data analysis
-
Participate in discussions, ask questions, and share your insights
Become a mentor for other students
Show steps
Strengthens understanding by explaining concepts and assisting peers.
Show steps
-
Join a forum or online community
-
Offer help to students with questions or challenges
-
Provide guidance and support
Develop a customer segmentation model
Show steps
Creating a segmentation model will showcase your ability to apply Gemini's capabilities to real-world scenarios.
Browse courses on
Customer Segmentation
Show steps
-
Gather customer data from BigQuery
-
Use Gemini to analyze and segment the data
-
Develop a customer segmentation model
-
Present your findings and insights
Build a data dashboard using Gemini
Show steps
Applies Gemini's data visualization and analysis capabilities to create a practical deliverable.
Browse courses on
Gemini
Show steps
-
Gather and prepare data for visualization
-
Use Gemini to create interactive charts and graphs
-
Design a dashboard layout and organize visualizations
-
Publish and share the data dashboard
Write a blog post or article about using Gemini
Show steps
Reinforces understanding by summarizing and communicating Gemini's capabilities.
Browse courses on
Gemini
Show steps
-
Choose a topic related to Gemini and its applications
-
Research and gather information
-
Write a clear and engaging blog post or article
-
Publish and promote the content
Participate in a hackathon or competition
Show steps
Provides a challenging environment to apply Gemini and course concepts to real-world problems.
Browse courses on
Data Analysis
Show steps
-
Identify a hackathon or competition related to data analysis or machine learning
-
Form a team or work individually
-
Develop a solution using Gemini and other relevant technologies
-
Submit the solution and present the results
Contribute to the Gemini open source project
Show steps
Enhances understanding of Gemini's architecture, functionality, and development process.
Browse courses on
Gemini
Show steps
-
Review the Gemini documentation and codebase
-
Identify an area for contribution
-
Implement changes or fix issues
-
Submit a pull request to the Gemini repository
Refresh SQL and Python skills
Show steps
Reinforces SQL and Python skills for data analysis and preparation for the course.
Browse courses on
SQL
Show steps
- Review SQL syntax and commands
- Practice querying data using SQL
- Review Python programming fundamentals
- Practice writing Python scripts for data analysis
Explore BigQuery tutorials
Show steps
Provides hands-on experience with BigQuery, the data warehouse used in the course.
Browse courses on
BigQuery
Show steps
- Follow the BigQuery Quickstart guide
- Complete the BigQuery tutorial for beginners
- Explore the BigQuery documentation
Join a study group
Show steps
Facilitates collaboration, discussion, and peer support for better understanding and retention.
Show steps
- Find or create a study group with classmates
- Meet regularly to discuss course topics
- Collaborate on assignments and projects
Participate in online discussion forums
Show steps
Engaging in discussions will allow you to share knowledge, get feedback, and connect with other learners.
Show steps
- Join online forums or discussion boards related to Gemini or data analysis
- Participate in discussions, ask questions, and share your insights
Become a mentor for other students
Show steps
Strengthens understanding by explaining concepts and assisting peers.
Show steps
- Join a forum or online community
- Offer help to students with questions or challenges
- Provide guidance and support
Develop a customer segmentation model
Show steps
Creating a segmentation model will showcase your ability to apply Gemini's capabilities to real-world scenarios.
Browse courses on
Customer Segmentation
Show steps
- Gather customer data from BigQuery
- Use Gemini to analyze and segment the data
- Develop a customer segmentation model
- Present your findings and insights
Build a data dashboard using Gemini
Show steps
Applies Gemini's data visualization and analysis capabilities to create a practical deliverable.
Browse courses on
Gemini
Show steps
- Gather and prepare data for visualization
- Use Gemini to create interactive charts and graphs
- Design a dashboard layout and organize visualizations
- Publish and share the data dashboard
Write a blog post or article about using Gemini
Show steps
Reinforces understanding by summarizing and communicating Gemini's capabilities.
Browse courses on
Gemini
Show steps
- Choose a topic related to Gemini and its applications
- Research and gather information
- Write a clear and engaging blog post or article
- Publish and promote the content
Participate in a hackathon or competition
Show steps
Provides a challenging environment to apply Gemini and course concepts to real-world problems.
Browse courses on
Data Analysis
Show steps
- Identify a hackathon or competition related to data analysis or machine learning
- Form a team or work individually
- Develop a solution using Gemini and other relevant technologies
- Submit the solution and present the results
Contribute to the Gemini open source project
Show steps
Enhances understanding of Gemini's architecture, functionality, and development process.
Browse courses on
Gemini
Show steps
- Review the Gemini documentation and codebase
- Identify an area for contribution
- Implement changes or fix issues
- Submit a pull request to the Gemini repository
Career center
Reading list
Share
Similar courses
OpenCourser helps millions of learners each year. People visit us to learn workspace skills, ace their exams, and nurture their curiosity.
Our extensive catalog contains over 50,000 courses and twice as many books. Browse by search, by topic, or even by career interests. We'll match you to the right resources quickly.
Find this site helpful? Tell a friend about us.
We're supported by our community of learners. When you purchase or subscribe to courses and programs or purchase books, we may earn a commission from our partners.
Your purchases help us maintain our catalog and keep our servers humming without ads.
Thank you for supporting OpenCourser.
