Enroll Course: https://www.coursera.org/learn/google-machine-learning-br
Are you curious about how Google leverages Machine Learning (ML) and how you can implement it effectively on Google Cloud? Look no further than Coursera’s “How Google Does Machine Learning em Português Brasileiro.” This course offers a comprehensive dive into Google’s ML best practices and introduces the powerful Vertex AI platform.
The course begins by setting the stage, introducing you to the series and the Google experts who will guide your learning journey. It emphasizes the importance of an “AI-first” mindset, crucial for developing a data strategy powered by machine learning. You’ll gain insights into Google’s organizational knowledge accumulated over years of ML implementation, providing a unique perspective on how a tech giant approaches this transformative technology.
A significant portion of the course is dedicated to practical application using Vertex AI. You’ll learn how to utilize this unified platform to create, train, and deploy ML models, even with AutoML, which allows for rapid development without extensive coding. The syllabus covers the entire ML lifecycle, from defining objectives and use cases to determining readiness for production after proof-of-concept or experimental stages. Specific modules delve into using Vertex AI notebooks, both managed and user-managed, for robust ML development.
Furthermore, the course doesn’t shy away from crucial aspects like responsible AI development. It addresses the inherent biases in ML systems and highlights important considerations when integrating ML into your products, promoting ethical and fair AI practices.
Overall, “How Google Does Machine Learning” is an invaluable resource for anyone looking to understand and implement ML within the Google Cloud ecosystem. Whether you’re a beginner or have some experience, the course provides a clear, structured, and practical approach to harnessing the power of machine learning, with a particular focus on the capabilities of Vertex AI. I highly recommend this course for its insightful content and practical guidance.
Enroll Course: https://www.coursera.org/learn/google-machine-learning-br