Masterclass Certificate in ML Tools: High-Performance
-- ViewingNowThe Masterclass Certificate in ML Tools: High-Performance course is a comprehensive program that empowers learners with essential skills to excel in the rapidly-growing field of Machine Learning. This course focuses on high-performance tools, which are critical for handling large-scale data and complex models in real-world scenarios.
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โข Unit 1: Introduction to High-Performance Machine Learning Tools
โข Unit 2: Distributed Computing with Apache Spark
โข Unit 3: Working with Big Data using Hadoop
โข Unit 4: Leveraging GPU Acceleration for Deep Learning
โข Unit 5: Optimizing TensorFlow for High-Performance Computing
โข Unit 6: High-Performance Machine Learning using MPI
โข Unit 7: Parallel Processing with PyTorch
โข Unit 8: Profiling and Optimizing Machine Learning Models
โข Unit 9: Scalable Data Preprocessing with Dask
โข Unit 10: Best Practices for Deploying High-Performance Machine Learning Models
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