Certificate in Designing Scalable ML Systems
-- ViewingNowThe Certificate in Designing Scalable ML Systems course is a comprehensive program that focuses on building and deploying large-scale machine learning (ML) systems. This course is essential for professionals who want to stay at the forefront of the rapidly evolving field of ML and AI.
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โข Unit 1: Introduction to Scalable Machine Learning Systems
โข Unit 2: Data Engineering and Preprocessing for Scalability
โข Unit 3: Distributed Computing Fundamentals
โข Unit 4: Machine Learning Algorithms and Scalable Implementations
โข Unit 5: Big Data Processing with Apache Spark
โข Unit 6: Cloud Computing for Scalable ML Systems
โข Unit 7: Monitoring and Tuning Scalable ML Systems
โข Unit 8: Deployment and Maintenance of Scalable ML Systems
โข Unit 9: Security and Compliance in Scalable ML Systems
โข Unit 10: Best Practices and Emerging Trends in Scalable ML Systems
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