Enroll Course: https://www.coursera.org/professional-certificates/preparing-for-google-cloud-machine-learning-engineer-professional-certificate
If you’re looking to advance your career as a Cloud ML Engineer, the course Preparing for Google Cloud Certification: Machine Learning Engineer is an excellent choice offered by Google Cloud. This course is tailored for individuals who are interested in understanding the inner workings of Machine Learning (ML) on Google Cloud and want to become proficient in utilizing its extensive tools.
This course comprises multiple modules that guide you through various aspects of Machine Learning, from fundamental concepts to advanced applications. Here are some highlights of the syllabus:
- Google Cloud Big Data and Machine Learning Fundamentals – This module introduces the key products and services within Google Cloud’s big data and ML ecosystem.
- How Google does Machine Learning – Explore the ML principles and best practices that Google employs in solving various problems.
- Launching into Machine Learning – Focus on data quality improvement and exploratory data analysis, crucial for ML success.
- TensorFlow on Google Cloud – Learn how to design and build TensorFlow models, an essential skill for any ML Engineer.
- Feature Engineering – Understand how to leverage Vertex AI Feature Store for enhanced model accuracy.
- Machine Learning in the Enterprise – A real-world case study approach to understand the ML workflow in corporate settings.
- Production Machine Learning Systems – Delve into the best practices for building and maintaining high-performing ML systems in a production environment.
- Machine Learning Operations (MLOps): Getting Started – Get introduced to MLOps tools that are essential for effective ML deployment and monitoring.
- ML Pipelines on Google Cloud – Learn from industry experts about creating efficient ML pipelines.
By the end of the course, participants will have a well-rounded knowledge of Machine Learning principles, hands-on experience with Google Cloud tools, and a clear pathway toward obtaining Google Cloud Certification in Machine Learning Engineering.
Recommendation: I highly recommend the Preparing for Google Cloud Certification: Machine Learning Engineer course. Whether you are a beginner or have some experience in ML, this course will add immense value to your skill set and enhance your career prospects in the Cloud domain.
Enroll Course: https://www.coursera.org/professional-certificates/preparing-for-google-cloud-machine-learning-engineer-professional-certificate