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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⢠Introduction to Machine Learning: Fundamentals, Types, and Use Cases
⢠Mathematics for Machine Learning: Linear Algebra, Calculus, Probability, and Statistics
⢠Data Preprocessing: Data Cleaning, Feature Scaling, and Feature Engineering
⢠Machine Learning Algorithms: Regression, Classification, Clustering, and Dimensionality Reduction
⢠Python Programming for Machine Learning: Libraries, Functions, and Scripting
⢠Supervised Learning: Training, Validation, and Optimization
⢠Unsupervised Learning: K-Means, Hierarchical Clustering, and Principal Component Analysis
⢠Neural Networks: Introduction, Architecture, and Training
⢠Deep Learning: Convolutional Neural Networks, Recurrent Neural Networks, and Long Short-Term Memory
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