Global Certificate in Machine Learning: Mastery in Data Analysis
-- ViewingNowThe Global Certificate in Machine Learning: Mastery in Data Analysis is a comprehensive course that equips learners with essential skills for career advancement in the ever-evolving field of data science. This program emphasizes the importance of machine learning, a critical component of modern data analysis.
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โข Unit 1: Introduction to Machine Learning & Data Analysis
โข Unit 2: Data Preprocessing & Cleaning
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 & Feature Engineering
โข Unit 7: Model Evaluation & Selection
โข Unit 8: Deep Learning & Neural Networks
โข Unit 9: Machine Learning Ethics & Bias Mitigation
โข Unit 10: Machine Learning Applications in Real-World Scenarios
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