Professional Certificate in Machine Learning for Large-Scale Infrastructure
-- ViewingNowThe Professional Certificate in Machine Learning for Large-Scale Infrastructure is a crucial course designed to equip learners with the skills necessary to design, build and maintain large-scale machine learning systems. This program is essential for those who wish to advance their careers in data science and machine learning, as it covers the latest technologies and best practices used in the industry today.
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โข Introduction to Machine Learning & Large-Scale Infrastructure
โข Data Preprocessing & Feature Engineering
โข Mathematics for Machine Learning: Linear Algebra & Calculus Review
โข Supervised Learning Algorithms: Regression & Classification
โข Unsupervised Learning Algorithms: Clustering & Dimensionality Reduction
โข Deep Learning: Neural Networks & Convolutional Neural Networks
โข Evaluation Metrics for Machine Learning Models
โข Distributed Computing & Big Data Processing: Hadoop, Spark, & Hive
โข Machine Learning at Scale: Deployment & Maintenance
โข Ethics & Bias in Machine Learning
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