Machine Learning Specialization

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What you'll learn

• Build ML models with NumPy & scikit-learn, build & train supervised models for prediction & binary classification tasks (linear, logistic regression)

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• Build & train a neural network with TensorFlow to perform multi-class classification, & build & use decision trees & tree ensemble methods

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• Apply best practices for ML development & use unsupervised learning techniques for unsupervised learning including clustering & anomaly detection

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• Build recommender systems with a collaborative filtering approach & a content-based deep learning method & build a deep reinforcement learning model