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.
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GBP £ 140
GBP £ 202
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⢠Introduction to Machine Learning (ML): Fundamentals of ML, types of ML, and use cases
⢠Data Preprocessing: Data cleaning, transformation, and normalization
⢠Supervised Learning Algorithms: Linear regression, logistic regression, decision trees
⢠Unsupervised Learning Algorithms: Clustering, dimensionality reduction
⢠Reinforcement Learning: Q-learning, Deep Q Network (DQN), and applications
⢠Python for ML: Libraries and frameworks, including NumPy, Pandas, scikit-learn, TensorFlow, and Keras
⢠Smart Home Automation: Overview, devices, and protocols
⢠ML for Smart Home Automation: Predictive maintenance, energy management, and occupancy detection
⢠Securing Smart Home Automation Systems: Best practices and security protocols for ML-based smart homes
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