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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⢠Unit 1: Introduction to Scalable AI Software
⢠Unit 2: Distributed Systems for Scalable AI
⢠Unit 3: Big Data Processing with Hadoop and Spark
⢠Unit 4: Machine Learning Algorithms at Scale
⢠Unit 5: Deep Learning Frameworks (TensorFlow, PyTorch)
⢠Unit 6: Containerization and Orchestration (Docker, Kubernetes)
⢠Unit 7: Scalable Data Storage Solutions (NoSQL, NewSQL)
⢠Unit 8: Cloud Computing for Scalable AI
⢠Unit 9: DevOps for Scalable AI Software
⢠Unit 10: Best Practices for Scalable AI Software Development
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