Professional Certificate in High-Performance ML Techniques
-- ViewingNowThe Professional Certificate in High-Performance ML Techniques is a comprehensive course that focuses on advanced machine learning techniques, their implementation, and practical real-world applications. This certification is crucial in today's data-driven world, where high-performance machine learning models are in high demand across industries.
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โข Unit 1: Introduction to High-Performance ML Techniques
โข Unit 2: Advanced Linear Algebra & Probability Concepts
โข Unit 3: Optimization Techniques in ML
โข Unit 4: Deep Learning Frameworks & Libraries
โข Unit 5: Distributed Training & Scalability
โข Unit 6: Hardware Acceleration for ML
โข Unit 7: Automated Machine Learning (AutoML)
โข Unit 8: Reinforcement Learning Algorithms & Techniques
โข Unit 9: Generative Models & Applications
โข Unit 10: Explainable AI & Ethical Considerations in High-Performance ML
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