Professional Certificate in Scalable AI Software
-- ViewingNowThe Professional Certificate in Scalable AI Software is a comprehensive course that addresses the growing industry demand for AI professionals who can develop and deploy large-scale AI solutions. This program equips learners with essential skills in software engineering, machine learning, and big data processing, enabling them to design AI systems that can handle massive volumes of data and complex computations.
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โข Unit 1: Introduction to Scalable AI Software
โข Unit 2: Distributed Systems for Scalable AI
โข Unit 3: Big Data Processing with Hadoop and Spark
โข Unit 4: Machine Learning Algorithms at Scale
โข Unit 5: Deep Learning Frameworks (TensorFlow, PyTorch)
โข Unit 6: Containerization and Orchestration (Docker, Kubernetes)
โข Unit 7: Scalable Data Storage Solutions (NoSQL, NewSQL)
โข Unit 8: Cloud Computing for Scalable AI
โข Unit 9: DevOps for Scalable AI Software
โข Unit 10: Best Practices for Scalable AI Software Development
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