Masterclass Certificate in Machine Learning Basics: Data-Driven
-- ViewingNowThe Masterclass Certificate in Machine Learning Basics: Data-Driven course empowers learners with essential skills in machine learning, a highly sought-after field in today's technology-driven world. This course covers fundamental concepts, including data manipulation, regression, classification, clustering, and neural networks, providing a solid foundation for further studies in machine learning.
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โข Machine Learning Basics
โข Data Preprocessing
โข Supervised Learning
โข Unsupervised Learning
โข Reinforcement Learning
โข Regression Analysis in Machine Learning
โข Classification Algorithms
โข Evaluation Metrics for Machine Learning
โข Introduction to Deep Learning
โข Neural Networks and Backpropagation
โข Support Vector Machines (SVM)
โข Decision Trees and Random Forests
โข Principal Component Analysis (PCA)
โข Recommendation Systems
โข Ensemble Learning
โข Natural Language Processing (NLP)
โข Machine Learning Ethics and Bias