Certificate in ML and Smart Home Automation
-- ViewingNowCertificate in ML and Smart Home Automation: This course is designed to equip learners with essential skills in Machine Learning (ML) and Smart Home Automation, two rapidly growing fields. The course covers the fundamentals of ML, data modeling, and deep learning, providing a solid foundation for a career in ML.
6,125+
Students enrolled
GBP £ 140
GBP £ 202
Save 44% with our special offer
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โข Introduction to Machine Learning (ML): Fundamentals of ML, types of ML, and use cases
โข Data Preprocessing: Data cleaning, transformation, and normalization
โข Supervised Learning Algorithms: Linear regression, logistic regression, decision trees
โข Unsupervised Learning Algorithms: Clustering, dimensionality reduction
โข Reinforcement Learning: Q-learning, Deep Q Network (DQN), and applications
โข Python for ML: Libraries and frameworks, including NumPy, Pandas, scikit-learn, TensorFlow, and Keras
โข Smart Home Automation: Overview, devices, and protocols
โข ML for Smart Home Automation: Predictive maintenance, energy management, and occupancy detection
โข Securing Smart Home Automation Systems: Best practices and security protocols for ML-based smart homes
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