University · Data Science
Machine Learning Fundamentals
Comprehensive Bachelor of Science in Data Science covering statistical foundations, programming, machine learning, deep learning, data visualization, big data systems, NLP, ethics, and capstone projects
7 Lektionen
7 Karteikarten-Decks
7 Quizze
Lehrplan
Machine Learning Fundamentals
Supervised Learning: Regression and Classification1 Decks1 QuizUnsupervised Learning: Clustering and Dimensionality Reduction1 Decks1 QuizModel Evaluation, Selection, and Regularization1 Decks1 QuizModel Evaluation: Cross-Validation, ROC-AUC, and Confusion Matrices1 Decks1 QuizRegularization: Ridge, Lasso, and Elastic Net1 Decks1 QuizEnsemble Methods: Bagging, Boosting, and Random Forests1 Decks1 QuizSupport Vector Machines and Kernel Trick1 Decks1 Quiz
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Alle 7 Lektionen mit Karteikarten, Quizzen und KI-Lernhilfen. 7 Tage kostenlos.
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