Masterclass Certificate in Machine Learning Basics: Data-Driven
-- viendo ahoraThe 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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Detalles del Curso
• Machine Learning Basics
• Data Preprocessing
• Supervised Learning
• Unsupervised Learning
• Reinforcement Learning
• Regression Analysis in Machine Learning
• Classification Algorithms
• Evaluation Metrics for Machine Learning
• Introduction to Deep Learning
• Neural Networks and Backpropagation
• Support Vector Machines (SVM)
• Decision Trees and Random Forests
• Principal Component Analysis (PCA)
• Recommendation Systems
• Ensemble Learning
• Natural Language Processing (NLP)
• Machine Learning Ethics and Bias