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Google Cloud Training
This is a self-paced lab that takes place in the Google Cloud console. Learn how to deploy SingleStore DB, combine it with cloud native products like Pub/Sub, Dataflow and Cloud Storage, and interact with SingleStore once the data is ingested.
Register for this course and see more details by visiting:
OpenCourser.com/course/gakcct/singlestore
What's inside
Syllabus
SingleStore on Google Cloud
Good to know
Good to know
Know what's good ,
what to watch for , and
possible dealbreakers
Examines SingleStore DB, a leading in-memory database that offers high performance and scalability
Develops core skills in deploying SingleStore DB on Google Cloud, a leading cloud computing platform
Provides hands-on labs and interactive materials, allowing learners to apply their knowledge practically
Teaches how to integrate SingleStore DB with cloud native products, expanding its functionality and applications
Requires no prior experience with SingleStore DB, making it accessible to beginners
Taught by Google Cloud Training, a reputable provider of cloud computing education
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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 SingleStore on Google Cloud with these
activities:
Cloud SQL Concepts
Show steps
Review basic database concepts to enhance your understanding of SingleStore.
Browse courses on
Cloud SQL
Show steps
-
Revisit the concept of relational databases and their components (tables, rows, columns, keys).
-
Review SQL commands for data manipulation and querying (SELECT, INSERT, UPDATE, DELETE).
-
Explore the architecture and benefits of cloud-hosted databases like Cloud SQL.
Create a Course Study Guide
Show steps
Organize and consolidate your learning materials for effective revision.
Browse courses on
Study Guide
Show steps
-
Review lecture slides, notes, and assignments.
-
Summarize key concepts and highlight important details.
-
Include practice questions and exercises.
-
Consider using digital tools like Google Docs or OneNote for collaboration and easy access.
Join a Study Group
Show steps
Engage with peers to discuss course concepts and reinforce your understanding.
Browse courses on
Collaborative Learning
Show steps
-
Find or create a study group with other students in the course.
-
Meet regularly to discuss lecture material, work on assignments together, and quiz each other.
-
Share resources, perspectives, and tips.
Five other activities
Expand to see all activities and additional details
Show all eight activities
SingleStore Tutorial Series
Show steps
Follow guided tutorials to explore SingleStore's capabilities and features.
Browse courses on
Big Data
Show steps
-
Complete the SingleStore Quickstart tutorial to set up your environment.
-
Work through the SingleStore Developer Guide to learn about data types, querying, and more.
-
Explore additional tutorials on advanced topics like data ingestion, performance tuning, and troubleshooting.
SQL Practice Exercises
Show steps
Sharpen your SQL skills by solving practice problems and exercises.
Browse courses on
Database Querying
Show steps
-
Find online SQL practice platforms or use resources like SQLZoo and HackerRank.
-
Start with basic exercises and gradually increase the difficulty level.
-
Focus on writing efficient and optimized SQL queries.
Build a Simple SingleStore Application
Show steps
Apply your SingleStore knowledge by creating a functional application.
Browse courses on
Data Analytics
Show steps
-
Define the purpose and scope of your application.
-
Design the database schema and create tables in SingleStore.
-
Develop a user interface for data input and visualization.
-
Integrate SingleStore with your application to perform queries and data processing.
-
Deploy and test your application.
Participate in a Data Science Competition
Show steps
Test your skills and expand your knowledge by participating in real-world data challenges.
Show steps
-
Find a relevant data science competition on platforms like Kaggle or DrivenData.
-
Form a team or work individually.
-
Analyze the dataset, develop models, and submit your solutions.
-
Evaluate your results and learn from the feedback.
Contribute to SingleStore Open Source Projects
Show steps
Gain practical experience and contribute to the SingleStore community.
Browse courses on
GitHub
Show steps
-
Explore the SingleStore GitHub repositories.
-
Identify issues or areas where you can contribute.
-
Fork the repository, make changes, and submit a pull request.
-
Collaborate with the SingleStore team and other contributors.
Cloud SQL Concepts
Show steps
Review basic database concepts to enhance your understanding of SingleStore.
Browse courses on
Cloud SQL
Show steps
Show steps
Show steps
- Revisit the concept of relational databases and their components (tables, rows, columns, keys).
- Review SQL commands for data manipulation and querying (SELECT, INSERT, UPDATE, DELETE).
- Explore the architecture and benefits of cloud-hosted databases like Cloud SQL.
Create a Course Study Guide
Show steps
Organize and consolidate your learning materials for effective revision.
Browse courses on
Study Guide
Show steps
Show steps
Show steps
- Review lecture slides, notes, and assignments.
- Summarize key concepts and highlight important details.
- Include practice questions and exercises.
- Consider using digital tools like Google Docs or OneNote for collaboration and easy access.
Join a Study Group
Show steps
Engage with peers to discuss course concepts and reinforce your understanding.
Browse courses on
Collaborative Learning
Show steps
Show steps
Show steps
- Find or create a study group with other students in the course.
- Meet regularly to discuss lecture material, work on assignments together, and quiz each other.
- Share resources, perspectives, and tips.
Five other activities
Expand to see all activities and additional details
Show all eight activities
SingleStore Tutorial Series
Show steps
Follow guided tutorials to explore SingleStore's capabilities and features.
Browse courses on
Big Data
Show steps
Show steps
Show steps
- Complete the SingleStore Quickstart tutorial to set up your environment.
- Work through the SingleStore Developer Guide to learn about data types, querying, and more.
- Explore additional tutorials on advanced topics like data ingestion, performance tuning, and troubleshooting.
SQL Practice Exercises
Show steps
Sharpen your SQL skills by solving practice problems and exercises.
Browse courses on
Database Querying
Show steps
Show steps
Show steps
- Find online SQL practice platforms or use resources like SQLZoo and HackerRank.
- Start with basic exercises and gradually increase the difficulty level.
- Focus on writing efficient and optimized SQL queries.
Build a Simple SingleStore Application
Show steps
Apply your SingleStore knowledge by creating a functional application.
Browse courses on
Data Analytics
Show steps
Show steps
Show steps
- Define the purpose and scope of your application.
- Design the database schema and create tables in SingleStore.
- Develop a user interface for data input and visualization.
- Integrate SingleStore with your application to perform queries and data processing.
- Deploy and test your application.
Participate in a Data Science Competition
Show steps
Test your skills and expand your knowledge by participating in real-world data challenges.
Show steps
Show steps
Show steps
- Find a relevant data science competition on platforms like Kaggle or DrivenData.
- Form a team or work individually.
- Analyze the dataset, develop models, and submit your solutions.
- Evaluate your results and learn from the feedback.
Contribute to SingleStore Open Source Projects
Show steps
Gain practical experience and contribute to the SingleStore community.
Browse courses on
GitHub
Show steps
Show steps
Show steps
- Explore the SingleStore GitHub repositories.
- Identify issues or areas where you can contribute.
- Fork the repository, make changes, and submit a pull request.
- Collaborate with the SingleStore team and other contributors.
Career center
Learners who complete SingleStore on Google Cloud will develop knowledge and skills
that may be useful to these careers:
Database Administrator
Database Administrator
Database Administrators are responsible for managing and maintaining databases. The SingleStore on Google Cloud course can help you build a foundation in database administration by teaching you how to deploy, configure, and manage SingleStore DB. This course will also teach you how to use cloud native products like Pub/Sub, Dataflow and Cloud Storage to manage your databases.
DevOps Engineer
DevOps Engineer
DevOps Engineers are responsible for bridging the gap between development and operations teams. The SingleStore on Google Cloud course can help you build a foundation in DevOps by teaching you how to deploy, manage, and monitor SingleStore DB. This course will also teach you how to use cloud native products like Pub/Sub, Dataflow and Cloud Storage to build and manage your DevOps pipelines.
Software Architect
Software Architect
Software Architects are responsible for designing and building software systems. The SingleStore on Google Cloud course can help you build a foundation in software architecture by teaching you how to use SingleStore DB to design and build scalable and reliable systems. This course will also teach you how to use cloud native products like Pub/Sub, Dataflow and Cloud Storage to build and manage your software systems.
Solutions Architect
Solutions Architect
Solutions Architects are responsible for designing and implementing software solutions. The SingleStore on Google Cloud course can help you build a foundation in solutions architecture by teaching you how to use SingleStore DB to design and implement scalable and reliable solutions. This course will also teach you how to use cloud native products like Pub/Sub, Dataflow and Cloud Storage to build and manage your software solutions.
Cloud Architect
Cloud Architect
As a Cloud Architect, you will be responsible for designing, building, and managing cloud-based solutions. The SingleStore on Google Cloud course can provide you with the necessary skills and knowledge to succeed in this role. This course will help you understand how to deploy SingleStore DB, combine it with cloud native products like Pub/Sub, Dataflow and Cloud Storage, and interact with SingleStore once the data is ingested.
Data Engineer
Data Engineer
Data Engineers are responsible for designing, building, and maintaining data pipelines. The SingleStore on Google Cloud course can help you build a foundation in data engineering by teaching you how to use SingleStore DB to ingest, process, and store data. This course will also teach you how to use cloud native products like Pub/Sub, Dataflow and Cloud Storage to build data pipelines.
Quality Assurance Engineer
Quality Assurance Engineer
Quality Assurance Engineers are responsible for testing and verifying the quality of software. The SingleStore on Google Cloud course can help you build a foundation in quality assurance by teaching you how to use SingleStore DB to store and manage test data. This course will also teach you how to use cloud native products like Pub/Sub, Dataflow and Cloud Storage to build and manage your test pipelines.
Release Manager
Release Manager
Release Managers are responsible for planning and executing software releases. The SingleStore on Google Cloud course can help you build a foundation in release management by teaching you how to use SingleStore DB to store and manage release data. This course will also teach you how to use cloud native products like Pub/Sub, Dataflow and Cloud Storage to build and manage your release pipelines.
Project Manager
Project Manager
Project Managers are responsible for planning, executing, and closing projects. The SingleStore on Google Cloud course can help you build a foundation in project management by teaching you how to use SingleStore DB to store and manage project data. This course will also teach you how to use cloud native products like Pub/Sub, Dataflow and Cloud Storage to build and manage your projects.
Technical Account Manager
Technical Account Manager
Technical Account Managers are responsible for managing relationships with customers. The SingleStore on Google Cloud course can help you build a foundation in technical account management by teaching you how to use SingleStore DB to store and manage customer data. This course will also teach you how to use cloud native products like Pub/Sub, Dataflow and Cloud Storage to build and manage your customer relationships.
Data Scientist
Data Scientist
Data Scientists are responsible for using data to solve business problems. The SingleStore on Google Cloud course can help you build a foundation in data science by teaching you how to use SingleStore DB to explore and analyze data. This course will also teach you how to use cloud native products like Pub/Sub, Dataflow and Cloud Storage to build data science pipelines.
Machine Learning Engineer
Machine Learning Engineer
Machine Learning Engineers are responsible for building and deploying machine learning models. The SingleStore on Google Cloud course can help you build a foundation in machine learning by teaching you how to use SingleStore DB to store and manage machine learning data. This course will also teach you how to use cloud native products like Pub/Sub, Dataflow and Cloud Storage to build and deploy machine learning models.
Product Manager
Product Manager
Product Managers are responsible for defining and managing the roadmap for a product. The SingleStore on Google Cloud course can help you build a foundation in product management by teaching you how to use SingleStore DB to store and manage product data. This course will also teach you how to use cloud native products like Pub/Sub, Dataflow and Cloud Storage to build and manage your product roadmap.
Technical Support Engineer
Technical Support Engineer
Technical Support Engineers are responsible for providing technical support to customers. The SingleStore on Google Cloud course can help you build a foundation in technical support by teaching you how to use SingleStore DB to troubleshoot and resolve customer issues. This course will also teach you how to use cloud native products like Pub/Sub, Dataflow and Cloud Storage to build and manage your technical support pipelines.
Sales Engineer
Sales Engineer
Sales Engineers are responsible for selling and supporting software products. The SingleStore on Google Cloud course can help you build a foundation in sales engineering by teaching you how to use SingleStore DB to store and manage sales data. This course will also teach you how to use cloud native products like Pub/Sub, Dataflow and Cloud Storage to build and manage your sales pipelines.
For more career information including salaries, visit:
OpenCourser.com/course/gakcct/singlestore
Reading list
We've selected 12 books
that we think will supplement your
learning. Use these to
develop background knowledge, enrich your coursework, and gain a
deeper understanding of the topics covered in
SingleStore on Google Cloud.
Covers advanced MySQL topics like optimization, replication, backups, and high availability. Provides real-world examples and case studies, making it a valuable resource for DBAs and developers working with MySQL.
Covers the principles and patterns for designing and building scalable and reliable data-intensive applications. Provides insights into distributed systems, data consistency, and scalability.
Covers machine learning concepts, algorithms, and tools. Provides hands-on experience with popular libraries like Scikit-Learn, Keras, and TensorFlow. Suitable for beginners and intermediate learners.
Provides a comprehensive overview of pattern recognition and machine learning algorithms. Covers statistical models, Bayesian inference, and kernel methods. Suitable for those interested in building robust and accurate machine learning models.
Provides a practical guide to building and training deep learning models using Python. Covers model architecture, optimization techniques, and evaluation metrics. Suitable for those with some programming experience.
Covers the fundamental concepts and algorithms of statistical learning. Provides a comprehensive overview of the field, including supervised and unsupervised learning, model selection, and regularization.
Save
Provides a comprehensive overview of computer vision algorithms and techniques. Covers image processing, feature extraction, object detection, and image classification. Suitable for those interested in building computer vision systems.
Provides a comprehensive overview of information retrieval concepts and techniques. Covers text indexing, ranking algorithms, and evaluation metrics. Suitable for those interested in building search engines and recommender systems.
Provides a foundation in data analytics concepts and techniques. Covers data collection, cleaning, analysis, and visualization. Useful for beginners or those looking to refresh their knowledge.
Save
Provides an introduction to generative adversarial networks (GANs), a type of deep learning model used to generate new data. Covers GAN architectures, training techniques, and applications.
Covers the fundamental concepts and algorithms of speech and language processing. Provides a comprehensive overview of the field, including speech recognition, natural language understanding, and dialogue systems.
Covers the fundamental concepts and algorithms of reinforcement learning. Provides a comprehensive overview of the field, including exploration, exploitation, and value function approximation.
For more information about how these books relate to this course, visit:
OpenCourser.com/course/gakcct/singlestore
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Effort
90 minutes
Level
Advanced
Via
Coursera
Institution
Google Cloud
Instructor
Google Cloud Training
Language
English
Good to know
Examines SingleStore DB, a leading in-memory database that offers high performance and scalability
Develops core skills in deploying SingleStore DB on Google Cloud, a leading cloud computing platform
Provides hands-on labs and interactive materials, allowing learners to apply their knowledge practically
Teaches how to integrate SingleStore DB with cloud native products, expanding its functionality and applications
Requires no prior experience with SingleStore DB, making it accessible to beginners
Taught by Google Cloud Training, a reputable provider of cloud computing education
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