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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⢠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