Professional Certificate in Machine Learning: Mastery in Data Science
-- ViewingNowThe Professional Certificate in Machine Learning: Mastery in Data Science is a comprehensive course that equips learners with essential skills for career advancement in the rapidly growing field of data science. This program covers key machine learning concepts, techniques, and tools, including supervised and unsupervised learning, neural networks, and deep learning.
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โข Unit 1: Introduction to Machine Learning & Data Science
โข Unit 2: Data Preprocessing & Data Wrangling
โข Unit 3: Supervised Learning: Regression Analysis
โข Unit 4: Supervised Learning: Classification Techniques
โข Unit 5: Unsupervised Learning: Clustering Algorithms
โข Unit 6: Dimensionality Reduction: Principal Component Analysis (PCA)
โข Unit 7: Ensemble Methods: Boosting & Bagging
โข Unit 8: Neural Networks & Deep Learning
โข Unit 9: Model Evaluation & Model Selection
โข Unit 10: Ethics in Machine Learning & Data Science
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