Global Certificate in Machine Learning Basics: Future-Ready Skills
-- ViewingNowThe Global Certificate in Machine Learning Basics is a crucial course designed to equip learners with future-ready skills in the rapidly evolving field of machine learning. This program emphasizes the fundamental concepts and techniques, making it ideal for beginners or those looking to expand their data science knowledge.
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โข Introduction to Machine Learning: Fundamentals, Types, and Use Cases
โข Mathematics for Machine Learning: Linear Algebra, Calculus, Probability, and Statistics
โข Data Preprocessing: Data Cleaning, Feature Scaling, and Feature Engineering
โข Machine Learning Algorithms: Regression, Classification, Clustering, and Dimensionality Reduction
โข Python Programming for Machine Learning: Libraries, Functions, and Scripting
โข Supervised Learning: Training, Validation, and Optimization
โข Unsupervised Learning: K-Means, Hierarchical Clustering, and Principal Component Analysis
โข Neural Networks: Introduction, Architecture, and Training
โข Deep Learning: Convolutional Neural Networks, Recurrent Neural Networks, and Long Short-Term Memory
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